UNITED STATES
 SECURITIES AND EXCHANGE COMMISSION
 Washington, D.C. 20549
   
 FORM 10-K
   
þANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
 OR
oTRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
   
 For the Fiscal Year Ended December 31, 20152016Commission File No. 0-26456
ARCH CAPITAL GROUP LTD.
(Exact name of registrant as specified in its charter)
BermudaNot applicable
(State or other jurisdiction of incorporation or organization)(I.R.S. Employer Identification No.)
  
Waterloo House, Ground Floor 
100 Pitts Bay Road, Pembroke HM 08, Bermuda(441) 278-9250
(Address of principal executive offices)(Registrant’s telephone number, including area code)

Securities registered pursuant to Section 12(b) of the Exchange Act:
Title of each className of each exchange on which registered
Common Shares, $0.0033 par value per shareNASDAQ Stock Market (Common Shares)
6.75% Non-Cumulative Preferred Shares, Series C, $0.01 par value per shareNew York Stock Exchange
5.25% Non-Cumulative Preferred Shares, Series E, $0.01 par value per shareNASDAQ Stock Market

Securities registered pursuant to Section 12(g) of the Exchange Act: None

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes þ   No o

Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Exchange Act.
Yes o     No þ

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Exchange Act during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes þ     No o
        
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files). Yes þ     No o

Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K (§229.405 of this chapter) is not contained herein, and will not be contained, to the best of registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K. oþ

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a smaller reporting company. See the definitions of “large accelerated filer,” “accelerated filer” and “smaller reporting company” in Rule 12b-2 of the Exchange Act. Large accelerated Filer þ Accelerated Filer o Non-accelerated Filer o Smaller reporting company o

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes o  No þ

The aggregate market value of the voting and non-voting common equity held by non-affiliates, computed by reference to the closing price as reported by the NASDAQ Stock Market as of the last business day of the Registrant’s most recently completed second fiscal quarter, was approximately $7.89$8.47 billion.

As of February 23, 2016,24, 2017, there were 122,078,177122,957,974 of the registrant’s common shares outstanding.
DOCUMENTS INCORPORATED BY REFERENCE
Portions of Part III and Part IV incorporate by reference our definitive proxy statement for the 20162017 annual meeting of shareholders to be filed with the Securities and Exchange Commission pursuant to Regulation 14A before April 30, 2016.May 1, 2017.
  



ARCH CAPITAL GROUP LTD.
TABLE OF CONTENTS
   
Item Page
   
PART I
   
   
PART II
   
   
PART III
   
   
PART IV
   


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CAUTIONARY NOTE REGARDING FORWARD‑LOOKING STATEMENTSCautionary Note Regarding Forward-Looking Statements
The Private Securities Litigation Reform Act of 1995 (“PSLRA”) provides a “safe harbor” for forward-looking statements. This report or any other written or oral statements made by or on behalf of us may include forward-looking statements, which reflect our current views with respect to future events and financial performance. All statements other than statements of historical fact included in or incorporated by reference in this report are forward-looking statements. Forward-looking statements, for purposes of the PSLRA or otherwise, can generally be identified by the use of forward-looking terminology such as “may,” “will,” “expect,” “intend,” “estimate,” “anticipate,” “believe” or “continue” and similar statements of a future or forward-looking nature or their negative or variations or similar terminology.
Forward-looking statements involve our current assessment of risks and uncertainties. Actual events and results may differ materially from those expressed or implied in these statements. Important factors that could cause actual events or results to differ materially from those indicated in such statements are discussed below, elsewhere in this report and in our periodic reports filed with the Securities and Exchange Commission (“SEC”), and include:
our ability to successfully implement our business strategy during “soft” as well as “hard” markets;
acceptance of our business strategy, security and financial condition by rating agencies and regulators, as well as by brokers and our insureds and reinsureds;
the integration of United Guaranty Corporation and any other businesses we have acquired or may acquire into our existing operations;
our ability to maintain or improve our ratings, which may be affected by our ability to raise additional equity or debt financings, by ratings agencies’ existing or new policies and practices, as well as other factors described herein;
general economic and market conditions (including inflation, interest rates, unemployment, housing prices, foreign currency exchange rates, prevailing credit terms and the depth and duration of a recession) and conditions specific to the reinsurance and insurance markets (including the length and magnitude of the current “soft” market) in which we operate;
competition, including increased competition, on the basis of pricing, capacity (including alternative sources of capital), coverage terms, or other factors;
developments in the world’s financial and capital markets and our access to such markets;
our ability to successfully enhance, integrate and maintain operating procedures (including information technology) to effectively support our current and new business;
the loss of key personnel;
the integration of businesses we have acquired or may acquire into our existing operations;
accuracy of those estimates and judgments utilized in the preparation of our financial statements, including those related to revenue recognition, insurance and other reserves, reinsurance recoverables, investment valuations, intangible assets, bad debts, income taxes, contingencies and litigation, and any determination to use the deposit method of accounting, which for a relatively new insurance and reinsurance company, like our company, are even more difficult to make than those made in a mature company since relatively limited historical information has been reported to us through December 31, 2015;2016;
greater than expected loss ratios on business written by us and adverse development on claim and/or claim expense liabilities related to business written by our insurance and reinsurance subsidiaries;
severity and/or frequency of losses;
claims for natural or man-made catastrophic events in our insurance or reinsurance business could cause large losses and substantial volatility in our results of operations;
acts of terrorism, political unrest and other hostilities or other unforecasted and unpredictable events;
availability to us of reinsurance to manage our gross and net exposures and the cost of such reinsurance;
the failure of reinsurers, managing general agents, third party administrators or others to meet their obligations to us;
the timing of loss payments being faster or the receipt of reinsurance recoverables being slower than anticipated by us;
our investment performance, including legislative or regulatory developments that may adversely affect the fair value of our investments;


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changes in general economic conditions, including new or continued sovereign debt concerns in Eurozone countries or downgrades of U.S. securities by credit rating agencies, which could affect our business, financial condition and results of operations;
the volatility of our shareholders’ equity from foreign currency fluctuations, which could increase due to us not matching portions of our projected liabilities in foreign currencies with investments in the same currencies;
losses relating to aviation business and business produced by a certain managing underwriting agency for which we may be liable to the purchaser of our prior reinsurance business or to others in connection with the May 5, 2000 asset sale described in our periodic reports filed with the SEC;
changes in accounting principles or policies or in our application of such accounting principles or policies;
changes in the political environment of certain countries in which we operate or underwrite business;
statutory or regulatory developments, including as to tax policy and matters and insurance and other regulatory matters such as the adoption of proposed legislation that would affect Bermuda-headquartered companies and/or Bermuda-based insurers or reinsurers and/or changes in regulations or tax laws applicable to us, our subsidiaries, brokers or customers; and
the other matters set forth under Item 1A “Risk Factors,” Item 7 “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and other sections of this Annual Report on Form 10-K, as well as the other factors set forth in Arch Capital Group Ltd.’s other documents on file with the SEC, and management’s response to any of the aforementioned factors.
All subsequent written and oral forward-looking statements attributable to us or persons acting on our behalf are expressly qualified in their entirety by these cautionary statements. The foregoing review of important factors should not be construed as exhaustive and should be read in conjunction with other cautionary statements that are included herein or elsewhere. We undertake no obligation to publicly update or revise any forward-looking statement, whether as a result of new information, future events or otherwise.



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PART I

ITEM 1. BUSINESS
As used in this report, references to “we,” “us,” “our”“our,” “Arch” or the “Company” refer to the consolidated operations of Arch Capital Group Ltd. (“ACGL”) and its subsidiaries. Tabular amounts are in U.S. Dollars in thousands, except share amounts, unless otherwise noted. We refer you to Item 1A “Risk Factors” for a discussion of risk factors relating to our business.
OUR COMPANY

General
Arch Capital Group Ltd. isACGL, a Bermuda public limited liability company with $7.10$10.49 billion in capital at December 31, 20152016, provides insurance, reinsurance and through operations in Bermuda, the United States, Europe, Canada, Australia and Dubai, writesmortgage insurance and reinsurance on a worldwide basis.basis through its wholly owned subsidiaries. While we are positioned to provide a full range of property, casualty and mortgage insurance and reinsurance lines, we focus on writing specialty lines of insurance and reinsurance. For 2015,2016, we wrote $3.35$4.03 billion of net premiums and reported net income available to Arch common shareholders of $515.8$664.7 million. Book value per common share was $47.95$55.19 at December 31, 2015,2016, compared to $45.58$47.64 per share at December 31, 2014.2015.
ACGL’s registered office is located at Clarendon House, 2 Church Street, Hamilton HM 11, Bermuda (telephone number: (441) 295-1422), and its principal executive offices are located at Waterloo House, Ground Floor, 100 Pitts Bay Road, Pembroke HM 08, Bermuda (telephone number: (441) 278-9250). ACGL makes available free of charge through its website, located at www.archcapgroup.com, its annual reports on Form 10-K, quarterly reports on Form 10-Q, current reports on Form 8-K, and all amendments to those reports as soon as reasonably practicable after such material is electronically filed with, or furnished to, the SEC. The public may read and copy any materials ACGL files with the SEC at the SEC’s Public Reference Room at 100 F Street, NE, Washington, D.C. 20549. The public may obtain information on the operation of the Public Reference Room by calling 1-800-SEC-0330. The SEC also maintains an Internet site that contains reports, proxy and information statements, and other information regarding issuers that file electronically with the SEC (such as ACGL) and the address of that site is www.sec.gov.
Our History
Our current operations were built on an existing underwriting platform through an underwriting initiative in October 2001 to meet current and future demand in the global insurance and
reinsurance markets. Since that time, we have attracted a proven management team with extensive industry experience and enhanced our existing global underwriting platform for our insurance and reinsurance businesses. It is our belief that our underwriting platform, our experienced management team and our strong capital base that is unencumbered by significant pre-2002 risks have enabled us to establish a strong presence in the global insurance and reinsurance markets.
Prior to the 2001 underwriting initiative, our insurance underwriting platform consisted of Arch Insurance (Bermuda), a division of Arch Reinsurance Ltd. (“Arch Re Bermuda”), our Bermuda-based reinsurer and insurer, and our U.S.-licensed insurers, Arch Insurance Company (“Arch Insurance”), Arch Excess & Surplus Insurance Company (“Arch E&S”), Arch Specialty Insurance Company (“Arch Specialty”) and Arch Indemnity Insurance Company (“Arch Indemnity”). We established Arch Insurance Company (Europe) Limited (“Arch Insurance Company Europe”), our United Kingdom-based subsidiary, in 2004, and we expanded our North American presence when Arch Insurance opened a branch office in Canada in 2005. In January 2013, Arch Insurance Canada Ltd. (“Arch Insurance Canada”), a Canada domestic company, commenced operations and replaced the branch office. In 2009, we established a managing agent and syndicate 2012 (“Arch Syndicate 2012”) at Lloyd’s of London (“Lloyd’s”). See “Operations—Insurance Operations” for further details on our insurance operations.
Prior to the 2001 underwriting initiative, our reinsurance underwriting platform consisted of Arch Re Bermuda and Arch Reinsurance Company (“Arch Re U.S.”), our U.S.-licensed reinsurer. Our reinsurance operations in Europe began in November 2006 with the formation of a Swiss branch of Arch Re Bermuda, and the formation of a Danish underwriting agency in 2007. In addition to the U.S. reinsurance activities of Arch Re U.S., we launched our property facultative reinsurance underwriting operations in 2007, which underwriteunderwrites in the U.S., Canada and Europe. We formed Arch Reinsurance Europe Designated Activity Company (formerly Arch Reinsurance Underwriting Europe Limited and referred to as “Arch Re Europe”), our Ireland-based reinsurance company, in 2008. In 2011, we launched treaty operations in

4



Canada and in April 2012 we acquired the credit and surety reinsurance operations of Ariel Reinsurance Company Ltd. (“Ariel Re”). In May 2015, we obtained complete ownership and effective control of Gulf Reinsurance Limited, previously a joint venture. See “Operations—Reinsurance Operations” for further details on our reinsurance operations.


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Our mortgage group includesoperations include U.S. and international mortgage insurance and reinsurance operations as well as government sponsored enterprise (“GSE”) credit risk sharing transactions. Our mortgage platform was built through the acquisition of CMG Mortgage Insurance Company on January 30, 2014 (subsequently renamed Arch Mortgage Insurance Company) and further expanded through the acquisition of United Guaranty Corporation, a North Carolina corporation (“UGC”), from American International Group, Inc. (“AIG”), which closed on December 31, 2016. As such, our balance sheet reflects the acquisition of UGC while our results of operations for 2016 do not include UGC activity other than the impact of capital raising activity and transaction costs. The aggregate purchase price paid by ACGL was $3.26 billion, consisting of cash consideration of $2.16 billion and convertible non-voting common equivalent preferred shares of ACGL with a fair value of $1.1 billion.
Arch Mortgage Insurance Company and the primary underwriting operating mortgage insurance subsidiaries of UGC, United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company, are leading providers of mortgage insurance products and services to the U.S. market and are also approved as eligible mortgage insurers by Federal National Mortgage Association (“Arch MI U.S.”Fannie Mae”) and Federal Home Loan Mortgage Corporation (“Freddie Mac”), each a GSE. In addition, our mortgage operations include the results of Arch Mortgage Insurance Designated Activity Company (formerly Arch Mortgage Insurance Limited and referred to as “Arch MI Europe”), a leading providersprovider of mortgage insurance products and services to the U.S. and European markets, respectively. Arch MI U.S. is approved as an eligible mortgage insurer by Federal National Mortgage Association (“Fannie Mae”) and Federal Home Loan Mortgage Corporation (“Freddie Mac”), each a government sponsored enterprise, or “GSE.” market.
The mortgage segmentoperations also includesinclude GSE credit risk-sharing transactions and direct mortgage insurance to U.S. mortgage lenders with respect to mortgages that lenders intend to retain in portfolio or include in non-agency securitizations along with mortgage reinsurance for the U.S. and Australian markets. See “Operations—Mortgage Operations” for further details on our mortgage operations.
OnIn March 20, 2014, we acquired approximately 11% of Watford Holdings Ltd.’s common equity and a warrant to purchase additional common equity for $100 million. Watford Holdings Ltd. is the parent of Watford Re Ltd., a then newly-formed multi-line Bermuda reinsurance company (together with Watford Holdings Ltd., “Watford Re”). Watford Re raised
In January 2017, we acquired approximately $1.1 billion25% of capital. We serve as Watford Re’s reinsurance underwriting manager and Highbridge Principal Strategies, LLC (“Highbridge”)Premia Holdings Ltd. Premia Holdings Ltd. is the parent of Premia Reinsurance Ltd., a newly-formed multi-line Bermuda reinsurance company (Premia Holdings Ltd. together with its subsidiary of JPMorgan Chase & Co., manages Watford Re’s investment assets, each under separate long term services agreements. The results of Watford Re are included in our consolidated financial statements.referred to as “Premia Re”). See “Operations—Other Operations” for further details on Watford Re and Premia Re.
The growth of our underwriting platforms was supported through the net proceeds of: (1) an equity capital infusion of $763
$763 million led by funds affiliated with Warburg Pincus LLC and Hellman & Friedman LLC in late 2001; (2) a public offering of 7.5 million of our common shares with net proceeds of $179 million in April 2002; (3) the exercise of class A warrants by our principal shareholders and other investors in September 2002, which provided net proceeds of $74 million; (4) a March 2004 public offering of 4.7 million of our common shares with net proceeds of $179 million; (5) a May 2004 public offering of $300 million principal amount of our 7.35% senior notes due May 2034; (6) a February 2006 public offering of $200 million of our 8.00% series A non-cumulative preferred shares; (7) a May 2006 public offering of $125 million of our 7.875% series B non-cumulative preferred shares; (8) an April 2012 public offering of $325 million of our 6.75% series C non-cumulative preferred shares which was used to redeem all series A and series B preferred shares; and (9) a December 2013 public offering of $500 million principal amount of 5.144% senior notes due November 1, 2043 by Arch Capital Group (U.S.) Inc. (“Arch-U.S.”), a wholly owned subsidiary of ACGL, and fully and unconditionally guaranteed by ACGL; (10) a September 2016 public offering of $450 million of our 5.25% series E non-cumulative preferred shares; and (11) a November 2016 public offering of (i) $500 million principal amount of 4.011% senior notes due December 15, 2026 and (ii) $450 million principal amount of 5.031% senior notes due December 15, 2046 by Arch Capital Finance LLC (“Arch Finance”), a wholly owned subsidiary of ACGL, and fully and unconditionally guaranteed by ACGL.
The board of directors of ACGL has authorized the investment in ACGL’s common shares through a share repurchase program. Repurchases under the share repurchase program may be effected from time to time in open market or privately negotiated transactions.transactions through December 31, 2019. Since the inception of the share repurchase program in February 2007 through December 31, 2015,2016, ACGL has repurchased 124.1125.2 million common shares for an aggregate purchase price of $3.61$3.68 billion. At December 31, 2015,2016, the total remaining authorization under the share repurchase program was $521.8$446.5 million.
OperationsOPERATIONS

We classify our businesses into three underwriting segments — insurance, reinsurance and mortgage — and two other operating segments — ‘other’ and corporate (non-underwriting). For an analysis of our underwriting results by segment, see note 5, “Segment Information,” of the notes accompanying our consolidated financial statements and “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Results of Operations.”


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Insurance Operations
Our insurance operations are conducted in Bermuda, the United States, Europe, Canada, Australia and South Africa. Our insurance operations in Bermuda are conducted through Arch Insurance (Bermuda), a division of Arch Re Bermuda, and Alternative Re Limited.
In the U.S., our insurance group’s principal insurance subsidiaries are Arch Insurance, Arch Specialty, Arch Indemnity and Arch E&S. Arch Insurance is an admitted insurer in 50 states, the District of Columbia, Puerto Rico, the U.S. Virgin Islands and Guam. Arch Specialty is an approved excess and surplus lines insurer in 49 states, the District of Columbia, Puerto Rico and the U.S. Virgin Islands and an authorized insurer in one state. Arch Indemnity is an admitted insurer in 49 states and the District of Columbia. Arch E&S, which is not currently writing business, is an approved excess

5



and surplus lines insurer in 47 states and the District of Columbia and an authorized insurer in one state. The headquarters for our insurance group’s U.S. support operations (excluding underwriting units) is in Jersey City, New Jersey. The insurance group has offices throughout the U.S., including four regional offices located in Alpharetta, Georgia, Chicago, Illinois, New York, New York and San Francisco, California and additional branch offices.
Our insurance operations in Canada are conducted through Arch Insurance Canada, a Canada domestic company which is authorized in all Canadian provinces and territories. Arch Insurance Canada is headquartered in Toronto, Ontario with other regional offices in Canada.Ontario. Our insurance operations in Europe are conducted on two platforms, Arch Insurance Company Europe and Arch Syndicate 2012 (the U.K. insurance operations are collectively referred to as “Arch Insurance Europe”). Arch Insurance Europe conducts its operations from London, England. Arch Insurance Company Europe is approved as an excess and surplus lines insurer in 27 states and the District of Columbia and also has branches in Germany, Italy, Spain and Sweden.Denmark. Arch Underwriting at Lloyd’s Ltd (“AUAL”) is the managing agent of Arch Syndicate 2012 and is responsible for the daily management of Arch Syndicate 2012. Arch Syndicate 2012 has enhanced our underwriting platform by providing us with access to Lloyd’s extensive distribution network and worldwide licenses. Arch Underwriting at Lloyd’s (Australia) Pty Ltd, based in Sydney, Australia, and Arch Underwriting Managers at Lloyd’s (South Africa) (Pty) Limited, based in Johannesburg, South Africa, are Lloyd’s services companies which underwrite exclusively for Arch Syndicate 2012. Arch Underwriting Agency (Australia) Pty. Ltd. is an Australian agency which also underwrites for Arch Syndicate 2012 and third parties.
As of February 23, 2016,20, 2017, our insurance group had approximately 1,3101,620 employees.
Strategy. Our insurance group’s strategy is to operate in lines of business in which underwriting expertise can make a meaningful difference in operating results. The insurance group focuses on talent-intensive rather than labor-intensive business and seeks to operate profitably (on both a gross and net basis) across all of its product lines. To achieve these objectives, our insurance group’s operating principles are to:
Capitalize on profitable underwriting opportunities. Our insurance group believes that its experienced management and underwriting teams are positioned to locate and identify business with attractive risk/reward characteristics. As profitable underwriting opportunities are identified, our insurance group will continue to seek to make additions to its product portfolio in order to take advantage of market trends. This may includeincludes adding underwriting and other professionals with specific expertise in specialty lines of insurance.
Centralize responsibility for underwriting. Our insurance group consists of a range of product lines. The underwriting executive in charge of each product line oversees all aspects of the underwriting product development process within such product line. Our insurance group believes that centralizing the control of such product line with the respective underwriting executive allows for close management of underwriting and creates clear accountability for results. Our U.S. insurance group has four regional offices, and the executive in charge of each region is primarily responsible for all aspects of the marketing and distribution of our insurance group’s products, including the management of broker and other producer relationships in such executive’s respective region. In our non-U.S. offices, a similar philosophy is observed, with responsibility for the management of each product line residing with the senior underwriting executive in charge of such product line.
Maintain a disciplined underwriting philosophy. Our insurance group’s underwriting philosophy is to generate an underwriting profit through prudent risk selection and proper pricing. Our insurance group believes that the key to this approach is adherence to uniform underwriting standards across all types of business. Our insurance group’s senior management closely monitors the underwriting process.
Focus on providing superior claims management. Our insurance group believes that claims handling is an integral component of credibility in the market for insurance products. Therefore, our insurance group believes that its ability to handle claims expeditiously and satisfactorily is a key to its success. Our insurance group employs experienced claims professionals and also utilizes experienced external claims managers (third party administrators) where appropriate.


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Utilize a brokerage distribution system. Our insurance group believes that by utilizing a brokerage distribution system, consisting of select international, national and regional brokers, both wholesale and retail, it can efficiently access a broad customer base while maintaining underwriting control and discipline.

6

Grow strategic partnerships in stable and niche areas. Our insurance group aims to build more integrated long-term alignment with strategic partners offering superior access to niche opportunities, quality scalable businesses, or lines with reliable defensive qualities.


Our insurance group writes business on both an admitted and non-admitted basis. Our insurance group focuses on the following areas:
Construction and national accounts: primary and excess casualty coverages to middle and large accounts in the construction industry and a wide range of products for middle and large national accounts, specializing in loss sensitive primary casualty insurance programs (including large deductible, self-insured retention and retrospectively rated programs).
Excess and surplus casualty: primary and excess casualty insurance coverages, including middle market energy business, and contract binding, which primarily provides casualty coverage through a network of appointed agents to small and medium risks.
Lenders products: collateral protection, debt cancellation and service contract reimbursement products to banks, credit unions, automotive dealerships and original equipment manufacturers and other specialty programs that pertain to automotive lending and leasing.
Professional lines: directors’ and officers’ liability, errors and omissions liability, employment practices liability, fiduciary liability, crime, professional indemnity and other financial related coverages for corporate, private equity, venture capital, real estate investment trust, limited partnership, financial institution and not-for-profit clients of all sizes and medical professional and general liability insurance coverages for the healthcare industry. The business is predominately written on a claims-made basis.
Programs: primarily package policies, underwriting workers’ compensation and umbrella liability business in support of desirable package programs, targeting program managers with unique expertise and niche products offering general liability, commercial automobile, inland marine and property business with minimal catastrophe exposure.
Property, energy, marine and aviation: primary and excess general property insurance coverages, including catastrophe-exposed property coverage, for commercial
clients. Coverages for marine include hull, war, specie and liability. Aviation and stand alonestand-alone terrorism are also offered.
Travel, accident and health: specialty travel and accident and related insurance products for individual, group travelers, travel agents and suppliers, as well as accident and health, which provides accident, disability and medical plan insurance coverages for employer groups, medical plan members, students and other participant groups.
Other: includes alternative market risks (including captive insurance programs), excess workers’ compensation and employer’s liability insurance coverages for qualified self-insured groups, associations and trusts, and contract and commercial surety coverages, including contract bonds (payment and performance bonds) primarily for medium and large contractors and commercial surety bonds for Fortune 1,0001000 companies and smaller transaction business programs.
Underwriting Philosophy. Our insurance group’s underwriting philosophy is to generate an underwriting profit (on both a gross and net basis) through prudent risk selection and proper pricing across all types of business. One key to this philosophy is the adherence to uniform underwriting standards across each product line that focuses on the following:
risk selection;
desired attachment point;
limits and retention management;
due diligence, including financial condition, claims history, management, and product, class and territorial exposure;
underwriting authority and appropriate approvals; and
collaborative decision making.


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Premiums Written and Geographic Distribution. Set forth below is summary information regarding net premiums written for our insurance group:
Year Ended December 31,Year Ended December 31,
INSURANCE SEGMENT2015 2014 2013
Amount % of Total Amount % of Total Amount % of Total
Net premiums written      
2016 2015 2014
Amount % Amount % Amount %
Professional lines$434,024
 21 $476,604
 22 $476,193
 24$440,149
 21 $434,024
 21 $476,604
 22
Programs423,157
 21 480,580
 22 419,673
 22330,322
 16 423,157
 21 480,580
 22
Construction and national accounts299,463
 15 286,994
 13 271,110
 14328,997
 16 299,463
 15 286,994
 13
Travel, accident and health224,380
 11 160,132
 8 145,732
 7
Excess and surplus casualty204,856
 10 212,519
 10 149,286
 8214,863
 10 204,856
 10 212,519
 10
Property, energy, marine and aviation203,186
 10 244,640
 11 280,551
 14175,376
 9 203,186
 10 244,640
 11
Travel, accident and health160,132
 8 145,732
 7 104,903
 5
Lenders products106,916
 5 100,407
 5 101,576
 5105,650
 5 106,916
 5 100,407
 5
Other213,937
 11 199,178
 9 145,504
 8252,544
 12 213,937
 11 199,178
 9
Total$2,045,671
 100 $2,146,654
 100 $1,948,796
 100$2,072,281
 100 $2,045,671
 100 $2,146,654
 100
            
Net premiums written by client location      
By client location      
United States$1,710,918
 84 $1,726,181
 80 $1,526,156
 78$1,718,415
 83 $1,710,918
 84 $1,726,181
 80
Europe187,020
 9 240,136
 11 226,254
 12173,423
 8 187,020
 9 240,136
 11
Asia and Pacific64,638
 3 79,564
 4 95,970
 593,752
 5 64,638
 3 79,564
 4
Other83,095
 4 100,773
 5 100,416
 586,691
 4 83,095
 4 100,773
 5
Total$2,045,671
 100 $2,146,654
 100 $1,948,796
 100$2,072,281
 100 $2,045,671
 100 $2,146,654
 100
            
Net premiums written by underwriting location      
By underwriting location      
United States$1,673,867
 82 $1,688,887
 79 $1,478,930
 76$1,690,208
 82 $1,673,867
 82 $1,688,887
 79
Europe317,998
 16 394,430
 18 389,763
 20327,034
 16 317,998
 16 394,430
 18
Other53,806
 3 63,337
 3 80,103
 455,039
 3 53,806
 3 63,337
 3
Total$2,045,671
 100 $2,146,654
 100 $1,948,796
 100$2,072,281
 100 $2,045,671
 100 $2,146,654
 100
Marketing. Our insurance group’s products are marketed principally through a group of licensed independent retail and wholesale brokers. Clients (insureds) are referred to our insurance group through a large number of international, national and regional brokers and captive managers who receive from the insured or insurer a set fee or brokerage commission usually equal to a percentage of gross premiums. In the past, our insurance group also entered into contingent commission arrangements with some brokers that provided for the payment of additional commissions based on volume or profitability of business. Currently, some of our contracts with brokers provide for additional commissions based on volume. We have also entered into service agreements with select international brokers that provide access to their proprietary industry analytics. In general, our insurance group has no implied or explicit commitments to accept business from any particular broker and neither brokers nor any other third parties have the authority to bind our insurance group, except in the case where
underwriting authority may be delegated contractually to select program administrators. Such administrators are subject to a due diligence financial and operational review prior to any such delegation of authority and ongoing reviews and audits are carried out as deemed necessary by our insurance group to assure the continuing integrity of underwriting and related business operations. See “Risk Factors—Risks Relating to Our Company—We could be materially adversely affected to the extent that managing general agents, general agents and other producers exceed their underwriting authorities or if our agents, our insureds or other third parties commit fraud or otherwise breach obligations owed to us.” For information on major brokers, see note 15,16, “Commitments and Contingencies—Concentrations of Credit Risk,” of the notes accompanying our consolidated financial statements.
Risk Management and Reinsurance. In the normal course of business, our insurance group may cede a portion of its premium on a quota share or excess of loss basis through treaty or facultative reinsurance agreements. Reinsurance arrangements do not relieve our insurance group from its primary obligations to insureds. Reinsurance recoverables are recorded as assets, predicated on the reinsurers’ ability to meet their obligations under the reinsurance agreements. If the reinsurers are unable to satisfy their obligations under the agreements, our insurance subsidiaries would be liable for such defaulted amounts. Our principal insurance subsidiaries, with oversight by a group-wide reinsurance steering committee (“RSC”), are selective with regard to reinsurers, seeking to place reinsurance with only those reinsurers which meet and maintain specific standards of established criteria for financial strength. The RSC evaluates the financial viability of its reinsurers through financial analysis, research and review of rating agencies’ reports and also monitors reinsurance

8



recoverables and collateral with unauthorized reinsurers. The financial analysis includes ongoing qualitative and quantitative assessments of reinsurers, including a review of the financial stability, appropriate licensing, reputation, claims paying ability and underwriting philosophy of each reinsurer. Our insurance group will continue to evaluate its reinsurance requirements. See note 7,8, “Reinsurance,” of the notes accompanying our consolidated financial statements.
For catastrophe-exposed insurance business, our insurance group seeks to limit the amount of exposure to catastrophic losses it assumes through a combination of managing aggregate limits, underwriting guidelines and reinsurance. For a discussion of our risk management policies, see “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies, Estimates and Recent Accounting Pronouncements—Ceded Reinsurance” and “Risk Factors—Risks Relating to Our Industry—The failure of any of the loss limitation methods we employ could have a material adverse effect on our financial condition or results of operations.”


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Claims Management. Our insurance group’s claims management function is performed by claims professionals, as well as experienced external claims managers (third party administrators), where appropriate. In addition to investigating, evaluating and resolving claims, members of our insurance group’s claims departments work with underwriting professionals as functional teams in order to develop products and services desired by the group’s clients.
Reinsurance Operations
Our reinsurance operations are conducted on a worldwide basis through our reinsurance subsidiaries, Arch Re Bermuda, Arch Re U.S., and Arch Re Europe and Gulf Reinsurance Limited.Europe. Arch Re Bermuda is a registered Class 4 insurer and long-term insurer and is headquartered in Hamilton, Bermuda. Arch Re U.S. is licensed or is an accredited or otherwise approved reinsurer in 50 states and the District of Columbia, and the provinces of Ontario and Quebec in Canada with its principal U.S. offices in Morristown, New Jersey. Arch Re U.S. is also an admitted insurer in Guam. Our property facultative reinsurance operations are conducted primarily through Arch Re U.S. with certain executive functions conducted through Arch Re Facultative Underwriters Inc. located in Farmington, Connecticut. The property facultative reinsurance operations have offices throughout the U.S., Canada and in Europe. Arch Re Europe, licensed and authorized as a non-life reinsurer and a life reinsurer, is headquartered in Dublin, Ireland with branch offices in Zurich and London.
In May 2008, we provided $100.0 million of funding to Gulf Reinsurance Limited, a wholly owned subsidiary of Gulf Re Holdings Limited (collectively, “Gulf Re”), pursuant to the joint venture agreement with Gulf Investment Corporation GSC (“GIC”). Under the agreement, Arch Re Bermuda and GIC each owned 50% of Gulf Re. Gulf Re provides property and casualty reinsurance primarily in the member states of the Gulf Cooperation Council, which include Bahrain, Kuwait, Oman, Qatar, Saudi Arabia and the United Arab Emirates. We entered into a number of strategic initiatives related to Gulf Re in the 2014 fourth quarter, including an agreement to acquire complete ownership and effective control of Gulf Re. Such agreement was approved by the Dubai Financial Services Authority in April 2015 and the transaction closed onin May 14, 2015. GIC will continue to participate equally with us in the financial results of Gulf Re and have the ability to purchase shares in Gulf Re overuntil 2022. We expect new and renewal business formerly written by Gulf Re to be written by Arch Re Bermuda upon referral to Arch Re Bermuda from our new intermediary, Arch Underwriters (Gulf) Limited (“Arch Underwriters Gulf”), which recently obtained authorization from the next seven years.Dubai Financial Services Authority.
In October 2008, Arch Re Europe was licensed and authorized as a non-life reinsurer and as a life reinsurer in November 2009. In April 2012, we acquired the credit and surety reinsurance operations of Ariel Re based in Zurich, Switzerland. Treaty
operations in Canada commenced in 2011 and, beginning in 2015, the business is written through the Canadian branch of Arch Re U.S. (“Arch Re Canada”).
As of February 23, 2016,20, 2017, our reinsurance group had approximately 280 employees.
Strategy. Our reinsurance group’s strategy is to capitalize on our financial capacity, experienced management and operational flexibility to offer multiple products through our operations. The reinsurance group’s operating principles are to:
Actively select and manage risks. Our reinsurance group only underwrites business that meets certain profitability criteria, and it emphasizes disciplined underwriting over premium growth. To this end, our reinsurance group maintains centralized control over reinsurance underwriting guidelines and authorities.
Maintain flexibility and respond to changing market conditions. Our reinsurance group’s organizational structure and philosophy allows it to take advantage of increases or changes in demand or favorable pricing trends. Our reinsurance group believes that its existing platforms in Bermuda, the U.S., Europe, Dubai and Canada, broad underwriting expertise and substantial capital facilitate adjustments to its mix of business geographically and by

9



line and type of coverage. Our reinsurance group believes that this flexibility allows it to participate in those market opportunities that provide the greatest potential for underwriting profitability.
Maintain a low cost structure. Our reinsurance group believes that maintaining tight control over its staffing level and operating primarily as a broker market reinsurer permits it to maintain low operating costs relative to its capital and premiums.
Our reinsurance group writes business on both a proportional and non-proportional basis and writes both treaty and facultative business. In a proportional reinsurance arrangement (also known as pro rata reinsurance, quota share reinsurance or participating reinsurance), the reinsurer shares a proportional part of the original premiums and losses of the reinsured. The reinsurer pays the cedent a commission which is generally based on the cedent’s cost of acquiring the business being reinsured (including commissions, premium taxes, assessments and miscellaneous administrative expenses) and may also include a profit factor. Non-proportional (or excess of loss) reinsurance indemnifies the reinsured against all or a specified portion of losses on underlying insurance policies in excess of a specified amount, which is called a “retention.” Non-proportional business is written in layers and a reinsurer or group of reinsurers accepts a band of coverage up to a specified amount. The total coverage purchased by the cedent is referred to as a “program.” Any liability exceeding the upper limit of the program reverts to the cedent.


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The reinsurance group’s treaty operations generally seek to write significant lines on less commoditized classes of coverage, such as specialty property and casualty reinsurance treaties. However, with respect to other classes of coverage, such as property catastrophe and casualty clash, the reinsurance group’s treaty operations participate in a relatively large number of treaties where they believe that they can underwrite and process the business efficiently. The reinsurance group’s property facultative operations write reinsurance on a facultative basis whereby they assume part of the risk under primarily single insurance contracts. Facultative reinsurance is typically purchased by ceding companies for individual risks not covered by their reinsurance treaties, for unusual risks or for amounts in excess of the limits on their reinsurance treaties.
Our reinsurance group focuses on the following areas:
Casualty: provides coverage to ceding company clients on third party liability and workers’ compensation exposures from ceding company clients, primarily on a treaty basis. Exposures include, among others, executive assurance, professional liability, workers’ compensation, excess and umbrella liability, excess motor and healthcare business.
Marine and aviation: provides coverage for energy, hull, cargo, specie, liability and transit, and aviation business, including airline and general aviation risks. Business written may also include space business, which includes coverages for satellite assembly, launch and operation for commercial space programs.
Other specialty: provides coverage to ceding company clients for non-excessproportional motor including U.K. business primarily emanating from two clients, and other lines, including surety, accident and health, workers’ compensation catastrophe, agriculture, trade credit and political risk.
Property catastrophe: provides protection for most catastrophic losses that are covered in the underlying policies written by reinsureds, including hurricane, earthquake, flood, tornado, hail and fire, and coverage for other perils on a case-by-case basis. Property catastrophe reinsurance provides coverage on an excess of loss basis when aggregate losses and loss adjustment expense from a single occurrence or an aggregation of losses from a covered peril exceed the retention specified in the contract.
Property excluding property catastrophe: provides coverage for both personal lines and commercial property exposures and principally covers buildings, structures, equipment and contents. The primary perils in this business include fire, explosion, collapse, riot, vandalism, wind, tornado, flood and earthquake. Business is assumed on both a proportional and excess of loss basis. In addition, facultative business is written which focuses on individual commercial property risks on an excess of loss basis.
Other. includes life reinsurance business on both a proportional and non-proportional basis, casualty clash
business and, in limited instances, non-traditional business which is intended to provide insurers with risk management solutions that complement traditional reinsurance.
Underwriting Philosophy. Our reinsurance group employs a disciplined, analytical approach to underwriting reinsurance risks that is designed to specify an adequate premium for a given exposure commensurate with the amount of

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capital it anticipates placing at risk. A number of our reinsurance group’s underwriters are also actuaries. It is our reinsurance group’s belief that employing actuaries on the front-end of the underwriting process gives it an advantage in evaluating risks and constructing a high quality book of business.
As part of the underwriting process, our reinsurance group typically assesses a variety of factors, including:
adequacy of underlying rates for a specific class of business and territory;
the reputation of the proposed cedent and the likelihood of establishing a long-term relationship with the cedent, the geographic area in which the cedent does business, together with its catastrophe exposures, and our aggregate exposures in that area;
historical loss data for the cedent and, where available, for the industry as a whole in the relevant regions, in order to compare the cedent’s historical loss experience to industry averages;
projections of future loss frequency and severity; and
the perceived financial strength of the cedent.


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Premiums Written and Geographic Distribution. Set forth below is summary information regarding net premiums written for our reinsurance group:
Year Ended December 31,Year Ended December 31,
REINSURANCE SEGMENT2015 2014 2013
Amount % of Total Amount % of Total Amount % of Total
Net premiums written      
2016 2015 2014
Amount % Amount % Amount %
Other specialty$348,852
 33 $298,794
 29 $405,126
 32
Casualty$303,093
 29 $317,996
 25 $306,304
 23305,252
 29 303,093
 29 317,996
 25
Other specialty298,794
 29 405,126
 32 417,865
 32
Property excluding property catastrophe280,511
 27 343,043
 27 292,536
 22267,548
 25 280,511
 27 343,043
 27
Property catastrophe91,620
 9 137,471
 11 220,749
 1775,789
 7 91,620
 9 137,471
 11
Marine and aviation50,834
 5 50,444
 4 64,380
 537,790
 4 50,834
 5 50,444
 4
Other13,556
 1 11,911
 1 11,167
 118,625
 2 13,556
 1 11,911
 1
Total$1,038,408
 100 $1,265,991
 100 $1,313,001
 100$1,053,856
 100 $1,038,408
 100 $1,265,991
 100
            
Net premiums written by client location      
By client location      
United States$470,484
 45 $589,255
 47 $706,388
 54$448,763
 43 $470,484
 45 $589,255
 47
Europe307,165
 30 355,735
 28 327,059
 25337,168
 32 307,165
 30 355,735
 28
Asia and Pacific94,609
 9 142,626
 11 94,252
 7111,821
 11 94,609
 9 142,626
 11
Bermuda80,888
 8 77,620
 6 87,047
 774,347
 7 80,888
 8 77,620
 6
Other85,262
 8 100,755
 8 98,255
 781,757
 8 85,262
 8 100,755
 8
Total$1,038,408
 100 $1,265,991
 100 $1,313,001
 100$1,053,856
 100 $1,038,408
 100 $1,265,991
 100
            
Net premiums written by underwriting location      
By underwriting location      
Bermuda$281,985
 27 $394,351
 31 $459,467
 35$277,625
 26 $281,985
 27 $394,351
 31
United States439,190
 42 492,891
 39 507,183
 39432,683
 41 439,190
 42 492,891
 39
Europe298,790
 29 343,823
 27 309,129
 24308,415
 29 298,790
 29 343,823
 27
Other18,443
 2 34,926
 3 37,222
 335,133
 3 18,443
 2 34,926
 3
Total$1,038,408
 100 $1,265,991
 100 $1,313,001
 100$1,053,856
 100 $1,038,408
 100 $1,265,991
 100
Marketing. Our reinsurance group generally markets its reinsurance products through brokers, except our property facultative reinsurance group, which generally deals directly with the ceding companies. Brokers do not have the authority to bind our reinsurance group with respect to reinsurance agreements, nor does our reinsurance group commit in advance to accept any portion of the business that brokers submit to them. Our reinsurance group generally pays brokerage fees to brokers based on negotiated percentages of the premiums written through such brokers. For information on major brokers, see note 15,16, “Commitments and Contingencies—Concentrations of Credit Risk,” of the notes accompanying our consolidated financial statements.
Risk Management and Retrocession. Our reinsurance group currently purchases a combination of per event excess of loss, per risk excess of loss, proportional retrocessional agreements and other structures that are available in the market.

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Such arrangements reduce the effect of individual or aggregate losses on, and in certain cases may also increase the underwriting capacity of, our reinsurance group. Our reinsurance group will
continue to evaluate its retrocessional requirements based on its net appetite for risk. See note 7,8, “Reinsurance,” of the notes accompanying our consolidated financial statements.
For catastrophe exposed reinsurance business, our reinsurance group seeks to limit the amount of exposure it assumes from any one reinsured and the amount of the aggregate exposure to catastrophe losses from a single event in any one geographic zone. For a discussion of our risk management policies, see “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies, Estimates and Recent Accounting Pronouncements—Ceded Reinsurance” and “Risk Factors—Risks Relating to Our Industry—The failure of any of the loss limitation methods we employ could have a material adverse effect on our financial condition or results of operations.”
Claims Management. Claims management includes the receipt of initial loss reports, creation of claim files, determination of whether further investigation is required, establishment and adjustment of case reserves and payment of claims. Additionally, audits are conducted for both specific claims and overall claims procedures at the offices of selected ceding companies. Our reinsurance group makes use of outside consultants for claims work from time to time.
Mortgage Operations
Our mortgage operations include U.S. and international mortgage insurance and reinsurance operations as well as GSE credit risk sharing transactions. Our mortgage group includes direct mortgage insurance in the United StatesU.S. primarily provided by Arch MI U.S.Mortgage Insurance Company (“AMIC”) and through an affiliatethe operating subsidiaries of Arch MI U.S.,UGC, as well as through Arch Mortgage Guaranty Company; mortgage reinsurance provided primarily by Arch Re Bermuda to mortgage insurers on both a proportional and non-proportional basis globally; direct mortgage insurance in Europe provided by Arch MI Europe; and various GSE credit risk-sharing products provided primarily by Arch Re Bermuda. Our U.S. mortgage insurance operations are collectively referred to as “Arch MI U.S.” in this report.
On January 30, 2014, we completed the acquisition of CMG Mortgage Insurance Company from its owners, PMI Mortgage Insurance Co., in Rehabilitation (“PMI”) and CMFG Life Insurance Company (“CUNA Mutual”) and acquired PMI’s mortgage insurance platform and related assets. CMG Mortgage Insurance Company was renamed “Arch Mortgage Insurance Company” (Arch MI U.S.) and entered the U.S. mortgage insurance marketplace in 2014. Arch MI U.S.,AMIC, based in Walnut Creek, California, is licensed and operates in all 50 states, the District of Columbia and Puerto Rico. It has
On December 31, 2016, we completed the acquisition of UGC, as described earlier. UGC, based in Greensboro, North Carolina, operates its U.S. business through its primary


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operating subsidiaries, United Guaranty Residential Insurance Company, which is licensed and operates in all 50 states, the District of Colombia and Puerto Rico, and United Guaranty Mortgage Indemnity Company, which is licensed in 48 states and the District of Columbia. As such, our balance sheet reflects the acquisition of UGC while our results of operations for 2016 do not include UGC activity other than the impact of capital raising activity and transaction costs.
AMIC, United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company have each been approved as an eligible mortgage insurer by Fannie Mae and Freddie Mac, each a GSE, subject to maintaining certain ongoing requirements.
In addition,requirements (“eligible mortgage insurer”). Arch Mortgage Guaranty Company, an affiliate of Arch MI U.S.,AMIC, offers direct mortgage insurance to U.S. mortgage lenders with respect to mortgages that lenders intend to retain in portfolio or include in non-agency securitizations. Arch Mortgage Guaranty Company, which is licensed in all states. Arch Mortgage Guaranty Company50 states, insures mortgages that are not intended to be sold to the GSEs, and it is therefore not approved by either GSE as an eligible mortgage insurer.
Arch MI Europe was licensed and authorized by the Central Bank of Ireland (“CBOI”) in 2011 to operate on a pan-European basis under the European Freedom of Services Act. Arch MI Europe is headquartered in Dublin, Ireland. Arch Underwriters Europe Limited (“Arch Underwriters Europe”), an Ireland company authorized as an insurance and reinsurance intermediary by the CBOI, acts on behalf of Arch MI Europe and hasArch Re Europe with branch offices in Italy, Switzerland, U.K., Finland and the U.K.Cyprus.
As of February 23, 2016,20, 2017, our mortgage group had approximately 3501,250 employees.

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Strategy. The mortgage insurance market operates on its own distinct underwriting cycle, with demand driven mainly by the housing market and general economic conditions. As a result, the creation of the mortgage group provides us with a more diverse revenue stream. Our mortgage group’s strategy is to capitalize on its financial capacity, the mortgage insurance technology platform, of Arch MI U.S.operational flexibility and its experienced management and operational flexibility to offer mortgage insurance, reinsurance and other risk-sharing products in the United StatesU.S. and around the world.
Our mortgage group’s operating principles and goals are to:
Expand Arch MIour U.S.’s mortgage insurance business. Prior to itsour 2014 acquisition, Arch MI U.S.AMIC (formerly CMG Mortgage Insurance Company) was the leading provider of mortgage insurance products and services to credit unions in the U.S. and was approved by the GSEs as an eligible mortgage insurer solely for credit union customers. Our mortgage group’s strategy is to continue to broaden Arch MI U.S.’sWe broadened its customer base tointo national and regional banks and mortgage originators while maintaining and increasing Arch MI U.S.’sits share of the mortgage insurance credit union market. The acquisition of UGC, a leading provider of mortgage insurance products and services to national and
regional banks and mortgage originators through its subsidiaries, significantly increases our U.S. market share.
Capitalize on profitable underwriting opportunities. Our mortgage group believes that its experienced management, analytics and underwriting teams are positioned to identify and evaluate business with attractive risk/reward characteristics.
Maintain a disciplined credit risk philosophy. Our mortgage group’s credit risk philosophy is to generate underwriting profit through disciplined credit risk analysis and proper pricing. Our mortgage group believes that the key to this approach is adherence to uniform underwriting standards across all phases of the applicable housing and mortgage lending cycles.

Provide superior and innovative mortgage products and services. Our mortgage group believes that it can leverage ourits financial capacity, experience across insurance product lines, and its analytics and technology to provide innovative products and superior service. The mortgage group believes that its delivery of tailored products that meet the specific, evolving needs of its customers will be a key to the group’s success.
Our mortgage group focuses on the following areas:
Direct mortgage insurance in the United States. Under their monoline insurance licenses, Arch MI U.S. and Arch Mortgage Guaranty Companyeach of Arch’s eligible mortgage insurers may only offer private mortgage insurance covering first lien, one-to-four family residential mortgages. Nearly all of Arch MI U.S.’sour mortgage insurance written provides first loss protection on loans originated by mortgage lenders and sold to the GSEs. Each GSE’s Congressional charter generally prohibits it from purchasing a mortgage where the principal balance of the mortgage is in excess of 80% of the value of the property securing the mortgage unless the excess portion of the mortgage is protected against default by lender recourse, participation or by a qualified insurer. As a result, such “high loan-to-value mortgages” purchased by Fannie Mae or Freddie Mac generally are insured with private mortgage insurance.
Mortgage insurance protects the insured lender, investor or GSE against loss in the event of a borrower’s default. If a borrower defaults on mortgage payments, private mortgage insurance reduces, and may eliminate, losses to the insured. Private mortgage insurance may also facilitate the sale of mortgage loans in the secondary mortgage market because of the credit enhancement it provides. Our primary U.S. mortgage insurance policies predominantly cover individual loans and are effective at the time the loan is originated. We also may enter into insurance transactions with lenders and investors, under which we insure a


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portfolio of loans at or after origination. In the future, Arch MI U.S. or Arch Mortgage Guaranty Companywe may offer mortgage insurance on a “pool” basis. Under pool insurance, the mortgage insurer provides coverage on a group of specified loans, typically for 100% of all contractual or policy-defined losses on every loan in the portfolio, subject to an agreed aggregate loss limit. Pool insurance may be in a first loss position with respect to loans that do not have primary mortgage insurance policies, or it may be in a second loss position, covering losses in excess of those covered by the primary mortgage insurance policy.
Direct mortgage insurance in Europe and other countries where we identify profitable underwriting opportunities. Since 2011, Arch MI Europe has offered mortgage insurance to European mortgage lenders. Arch MI Europe’s mortgage insurance is primarily purchased by European mortgage lenders in order to reduce lenders’ credit risk and regulatory capital requirements associated with the insured mortgages. In certain European countries, lenders purchase mortgage insurance to facilitate regulatory compliance with respect to high loan-to-value residential lending. Arch MI Europe offers mortgage insurance on both a “flow” basis to cover new originations and through structured transactions to cover one or more portfolios of previously originated residential loans.

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Reinsurance. Arch Re Bermuda provides quota share reinsurance covering U.S. and international mortgages. Such amounts include a quota share reinsurance agreement with PMI pursuant to which it agreed to provide 100% quota share indemnity reinsurance to PMI for all certificates of insurance that were issued by PMI from January 1, 2009 through December 31, 2011 that were not in default as of an agreed upon effective date. Other than this quota share, no PMI legacy mortgage insurance exposures were assumed.
Other credit risk-sharing products. In addition to providing traditional mortgage insurance and reinsurance, we offer various credit risk-sharing products to government agencies and mortgage lenders. The GSEs have reduced their exposure to mortgage risk and continue to shift more of it to the private sector, creating opportunities for insurers like Arch.to assume additional mortgage risk. In 2013, Arch Re Bermuda became the first (re)insurance company to participate in Freddie Mac’s program to transfer certain credit risk in its single-family portfolio to the private sector. Since that time, Arch Re Bermuda and its affiliates have regularly participated in both Fannie Mae and Freddie Mac risk sharing programs.
Underwriting Philosophy. Our mortgage group believes in a disciplined, analytical approach to underwriting mortgage risks by utilizing proprietary and third party models, to forecastincluding forecasting delinquency and future home price movements with
the goal of ensuring that premiums are adequate for the risk being insured. Experienced actuaries and statistical modelers are engaged in analytics to inform the underwriting process. As part of the underwriting process, our mortgage group typically assesses a variety of factors, including the:
ability and willingness of the mortgage borrower to pay its obligations under the mortgage loan being insured;
characteristics of the mortgage loan being insured and value of the collateral securing the mortgage loan;
financial strength, quality of operations and reputation of the lender originating the mortgage loan;
expected future home price movements which vary by geography;
projections of future loss frequency and severity; and
adequacy of premium rates.
Premiums Written and Geographic Distribution. Set forth below is summary information regarding net premiums written for our mortgage group:
Year Ended December 31,Year Ended December 31,
MORTGAGE SEGMENT2015 2014 2013
Amount % of Total Amount % of Total Amount % of Total
Net premiums written by client location      
2016 2015 2014
Amount % Amount % Amount %
By client location      
United States$193,617
 72 $184,333
 90 $63,692
 71$280,509
 72 $193,617
 72 $184,333
 90
Other73,876
 28 20,504
 10 25,878
 29110,957
 28 73,876
 28 20,504
 10
Total$267,493
 100 $204,837
 100 $89,570
 100$391,466
 100 $267,493
 100 $204,837
 100
            
Net premiums written by underwriting location      
By underwriting location      
United States$125,317
 47 $98,809
 48 $
 $186,826
 48 $125,317
 47 $98,809
 48
Other142,176
 53 106,028
 52 89,570
 100204,640
 52 142,176
 53 106,028
 52
Total$267,493
 100 $204,837
 100 $89,570
 100$391,466
 100 $267,493
 100 $204,837
 100
MarketingSales and Distribution. Arch MI U.S. employsWe employ a sales force located throughout the U.S. to directly sell mortgage insurance products and services to its bank customers. Arch MI U.S.AMIC has entered into a distribution services agreement with CUNA Mutual (a former part owner of Arch MI U.S.)AMIC) pursuant to which CUNA Mutual sales employees exclusively market Arch MI U.S.AMIC mortgage insurance products to credit union customers. In Europe and Bermuda, our products and services are distributed on a direct basis and through brokers. Each country represents a unique set of opportunities and challenges that require knowledge of market conditions and client needs to develop effective solutions.
Risk Management. Exposure to mortgage risk is monitored globally and managed through underwriting guidelines, reinsurance, concentration limits and limits on net probable loss resulting from a severe economic downturn in the housing market. For a discussion of our risk management policies, see “Management’s Discussion and Analysis of Financial


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Condition and Results of Operations—Critical Accounting Policies, Estimates and Recent Accounting Pronouncements—Ceded Reinsurance” and “Risk Factors—Risks Relating to Our Industry—The failure of any of the loss limitation methods we employ could have a material adverse effect on our financial condition or results of operations.” Our mortgage group

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has ceded a portion of its premium on a quota share basis through certain reinsurance agreements. Reinsurance arrangements do not relieve our mortgage group from its primary obligations to insured parties. Reinsurance recoverables are recorded as assets, predicated on the reinsurers’ ability to meet their obligations under the reinsurance agreements. If the reinsurers are unable to satisfy their obligations under the agreements, our mortgage subsidiaries would be liable for such defaulted amounts.
Claims Management. With respect to our direct mortgage insurance business, the claims process generally begins with notification by the insured or servicer to us of a default on an insured loan. The insured is generally required to notify us of a default after the borrower becomes two consecutive monthly payments in default. Borrowers default for a variety of reasons, including a reduction of income, unemployment, divorce, illness, inability to manage credit, rising interest rate levels and declining home prices. Upon notice of a default, in certain cases we may coordinate with loan servicers to facilitate and enhance retention workouts on insured loans. Retention workouts include loan modifications and other loan repayment options, which may enable borrowers to cure mortgage defaults and retain ownership of their homes. If a retention workout is not viable for a borrower, our loss on a loan may be mitigated through a liquidation workout option, including a pre-foreclosure sale or a deed-in-lieu of foreclosure.
In the U.S., our master policies generally provide that within 60 days of the perfection of a primary insurance claim, we have the option of:
paying the insurance coverage percentage specified in the certificate of insurance multiplied by the loss amount;
in the event the property is sold pursuant to an approved prearranged sale, paying the lesser of (i) 100% of the loss amount less the proceeds of sale of the property, or (ii) the specified coverage percentage multiplied by the loss amount; or
paying 100% of the loss amount in exchange for the insured’s conveyance to us of good and marketable title to the property, with us then selling the property for our own account.
While we select the claim settlement option that best mitigates the amount of our claim payment, in the U.S. we generally pay the coverage percentage multiplied by the loss amount.
Other Operations
In March 2014, we and HPS Investment Partners, LLC (formerly Highbridge Principal Strategies, LLC) (“HPS”), sponsored along with Highbridge,Watford Re. Arch Re Bermuda invested $100.0 million and acquired approximately 11% of Watford Re and a new property and casualty reinsurer for which we perform underwriting services and Highbridge manages the investments, each under a long term services agreement.warrant to purchase additional common equity. Watford Re’s strategy is to combine a diversified reinsurance and insurance business with a disciplined investment strategy comprised primarily of non-investment grade credit assets. Watford Re believes this combination will enable it to generate attractive risk-adjusted returns for its shareholders over the long term. Watford Re has its own management and board of directors and is responsible for the overall profitability of its results. John Rathgeber, previously Vice Chairman of Arch Worldwide Reinsurance Group, was named CEO of Watford Re. In addition, Marc Grandisson, President and COO of ACGL, and Nicolas Papadopoulo, CEO Reinsurance Group, wereRe Bermuda has appointed as two ofdirectors to serve on the five members of thesix person board of directors of Watford Re. We invested $100.0 million to acquire approximately 11% of Watford Re’s common equity and a warrant to purchase additional common equity. We performed an analysis of Watford Re and concluded that Watford Re is a variable interest entity and that we are the primary beneficiary of Watford Re. As such, 100% of the results of Watford Re are included in our consolidated financial statements.
In January 2017, we and Kelso & Company (“Kelso”) sponsored Premia Re. Premia Re’s strategy is to reinsure or acquire companies or reserve portfolios in the non-life property and casualty insurance and reinsurance run-off market. Arch Re Bermuda and certain Arch co-investors invested $100.0 million and acquired approximately 25% of Premia Re as well as warrants to purchase additional common equity. Affiliates of Kelso invested $300.0 million and acquired the balance of Premia Re as well as warrants to purchase additional common equity. Arch Re Bermuda will provide a 25% whole account quota share reinsurance treaty on business written by Premia Re, and subsidiaries of ACGL will provide certain administrative and support services to Premia Re, in each case pursuant to separate multi-year agreements.  Arch Re Bermuda has appointed two directors to serve on the seven person board of directors of Premia Re.
Employees
As of February 23, 2016,20, 2017, ACGL and its subsidiaries employed approximately 2,0303,250 full-time employees.
ReservesRESERVES

Reserve estimates are derived after extensive consultation with individual underwriters and claims professionals, actuarial analysis of the loss reserve development and comparison with industry benchmarks. Our reserves are established and reviewed by experienced internal actuaries. Generally, reserves are established without regard to whether we may subsequently contest the claim. We do not currently discount our loss reserves except for excess workers’ compensation and employers’ liability loss reserves in our insurance operations.

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Loss reserves represent estimates of what the insurer or reinsurer ultimately expects to pay on claims at a given time, based on facts and circumstances then known, and it is probable


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that the ultimate liability may exceed or be less than such estimates. Even actuarially sound methods can lead to subsequent adjustments to reserves that are both significant and irregular due to the nature of the risks written. Loss reserves are inherently subject to uncertainty. In establishing the reserves for losses and loss adjustment expenses, we have made various assumptions relating to the pricing of our reinsurance contracts and insurance policies and have also considered available historical industry experience and current industry conditions. The timing and amounts of actual claim payments related to recorded reserves vary based on many factors including large individual losses and changes in the legal environment, as well as general market conditions. The ultimate amount of the claim payments could differ materially from our estimated amounts. Certain lines of business written by us, such as excess casualty, have loss experience characterized as low frequency and high severity. This may result in significant variability in loss payment patterns and, therefore, may impact the related asset/liability investment management process in order to be in a position, if necessary, to make these payments. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies, Estimates and Recent Accounting Pronouncements—Reserves for Losses and Loss Adjustment Expenses.”

16



The table below represents the development of consolidated loss reserves as determined under accounting principles generally accepted in the United States of America (“GAAP”) for 2005 through 2015:
Development of GAAP Reserves
Cumulative Redundancy (Deficiency)
  
(U.S. dollars in millions)Year Ended December 31,
20052006200720082009201020112012201320142015
Reserve for losses and loss adjustment expenses, net of reinsurance recoverables$4,063
$4,911
$5,483
$5,938
$6,214
$6,395
$6,638
$7,104
$7,076
$7,258
$7,296
            
Cumulative net paid losses as of:           
   One year later745
843
954
1,167
1,106
1,127
1,169
1,351
1,300
1,454
 
   Two years later1,332
1,486
1,817
2,114
1,943
1,938
2,096
2,353
2,313
  
   Three years later1,688
2,040
2,308
2,768
2,561
2,613
2,845
3,118
   
   Four years later1,993
2,375
2,755
3,222
3,070
3,128
3,363
    
   Five years later2,249
2,680
3,023
3,596
3,469
3,491
     
   Six years later2,447
2,867
3,254
3,871
3,761
      
   Seven years later2,603
3,005
3,429
4,083
       
   Eight years later2,684
3,123
3,577
        
   Nine years later2,767
3,250
         
   Ten years later2,842
          
            
Net re-estimated reserve as of:           
   One year later3,986
4,726
5,173
5,749
6,067
6,110
6,416
6,840
6,749
6,973
 
   Two years later3,809
4,387
4,959
5,620
5,826
5,927
6,160
6,540
6,479
  
   Three years later3,541
4,164
4,849
5,466
5,711
5,748
5,930
6,303
   
   Four years later3,381
4,107
4,740
5,403
5,570
5,567
5,739
    
   Five years later3,359
4,026
4,680
5,308
5,439
5,406
     
   Six years later3,301
3,989
4,604
5,200
5,313
      
   Seven years later3,327
3,944
4,508
5,112
       
   Eight years later3,280
3,860
4,452
        
   Nine years later3,237
3,816
         
   Ten years later3,200
          
            
Cumulative net redundancy$863
$1,095
$1,031
$826
$901
$989
$899
$801
$597
$285
 
 




          
Cumulative net redundancy as a percentage of net reserves21.2%22.3%18.8%13.9%14.5%15.5%13.5%11.3%8.4%3.9% 
Gross reserve for losses and loss adjustment expenses$5,453
$6,463
$7,092
$7,667
$7,873
$8,098
$8,456
$8,933
$8,824
$9,036
$9,125
Reinsurance recoverable(1,390)(1,552)(1,609)(1,729)(1,659)(1,703)(1,818)(1,829)(1,748)(1,778)(1,829)
Net reserve for losses and loss adjustment expenses$4,063
$4,911
$5,483
$5,938
$6,214
$6,395
$6,638
$7,104
$7,076
$7,258
$7,296
            
Gross re-estimated reserve$4,482
$5,119
$5,839
$6,554
$6,719
$6,794
$7,250
$8,037
$8,200
$8,786
 
Re-estimated reinsurance recoverable(1,282)(1,303)(1,387)(1,442)(1,406)(1,388)(1,511)(1,734)(1,721)(1,813) 
Net re-estimated reserve3,200
3,816
4,452
5,112
5,313
5,406
5,739
6,303
6,479
6,973
 
Gross re-estimated redundancy$971
$1,344
$1,253
$1,113
$1,154
$1,304
$1,206
$896
$624
$250
 
The preceding table does not present accident or policy year development data and, instead, presents an analysis of the claim development of gross and net balance sheet reserves existing at each calendar year-end in subsequent calendar years. The top line of the table shows the reserves, net of reinsurance recoverables, at the balance sheet date for each of the indicated years. This represents the estimated amounts of net losses and loss adjustment expenses arising in all prior years that are unpaid at the balance sheet date, including incurred but not reported (“IBNR”) reserves. The table also shows the re-estimated amount of the previously recorded reserves based on experience as of the end of each succeeding year. The estimate changes as more information becomes known about the frequency and severity of claims for individual years. The “cumulative redundancy (deficiency)” represents the aggregate change in the estimates over all prior years. The table also

17



shows the cumulative amounts paid as of successive years with respect to that reserve liability. In addition, the table reflects the claim development of the gross balance sheet reserves for ending reserves at December 31, 2005 through December 31, 2015.
The following table represents an analysis of consolidated losses and loss adjustment expenses and a reconciliation of the beginning and ending reserve for losses and loss adjustment expenses:
 Year Ended December 31,
 2015 2014 2013
Reserve for losses and loss adjustment expenses at beginning of year$9,036,448
 $8,824,696
 $8,933,292
Unpaid losses and loss adjustment expenses recoverable1,778,303
 1,748,250
 1,829,070
Net reserve for losses and loss adjustment expenses at beginning of year7,258,145
 7,076,446
 7,104,222
      
Net incurred losses and loss adjustment expenses relating to losses occurring in:     
Current year2,336,026
 2,246,152
 1,943,466
Prior years(285,123) (326,902) (264,042)
Total net incurred losses and loss adjustment expenses2,050,903
 1,919,250
 1,679,424
      
Net losses and loss adjustment expense reserves of acquired business (1)262
 120,671
 
      
Foreign exchange (gains) losses(143,653) (160,486) 1,617
      
Net paid losses and loss adjustment expenses relating to losses occurring in:     
Current year(454,179) (347,270) (288,114)
Prior years(1,415,065) (1,350,466) (1,420,703)
Total net paid losses and loss adjustment expenses(1,869,244) (1,697,736) (1,708,817)
      
Net reserve for losses and loss adjustment expenses at end of year7,296,413
 7,258,145
 7,076,446
Unpaid losses and loss adjustment expenses recoverable1,828,837
 1,778,303
 1,748,250
Reserve for losses and loss adjustment expenses at end of year$9,125,250
 $9,036,448
 $8,824,696
(1)2014 amount relates to our acquisition of Arch MI U.S.

Our initial reserving method to date has to a large extent been the expected loss method, which is commonly applied when limited loss experience exists. We select the initial expected loss and loss adjustment expense ratios based on information derived by our underwriters and actuaries during the initial pricing of the business, supplemented by industry data where appropriate. These ratios consider, among other things, rate changes and changes in terms and conditions that have been observed in the market. Any estimates and assumptions made as part of the reserving process could prove to be inaccurate due to several factors, including the fact that relatively limited historical information has been reported to us through December 31, 2015.2016. We employ a number of different reserving methods depending on the segment, the line of business, the availability of historical loss experience and the stability of that loss experience. Over time, we have given additional weight to our historical loss experience in our reserving process due to the continuing maturation of our reserves, and the increased availability and credibility of the historical experience. For additional information regarding the key underlying movements in our losses and loss adjustment expenses by segment, see “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Results of Operations.”
The following table represents an analysis of consolidated losses and loss adjustment expenses and a reconciliation of the beginning and ending reserve for losses and loss adjustment expenses:
 Year Ended December 31,
 2016 2015 2014
Reserve for losses and loss adjustment expenses at beginning of year$9,125,250
 $9,036,448
 $8,824,696
Unpaid losses and loss adjustment expenses recoverable1,828,837
 1,778,303
 1,748,250
Net reserve for losses and loss adjustment expenses at beginning of year7,296,413
 7,258,145
 7,076,446
      
Net incurred losses and loss adjustment expenses relating to losses occurring in:     
Current year2,455,563
 2,336,026
 2,246,152
Prior years(269,964) (285,123) (326,902)
Total net incurred losses and loss adjustment expenses2,185,599
 2,050,903
 1,919,250
      
Net losses and loss adjustment expense reserves of acquired business (1)551,096
 262
 120,671
      
Foreign exchange (gains) losses(102,367) (143,653) (160,486)
      
Net paid losses and loss adjustment expenses relating to losses occurring in:     
Current year(445,700) (454,179) (347,270)
Prior years(1,367,656) (1,415,065) (1,350,466)
Total net paid losses and loss adjustment expenses(1,813,356) (1,869,244) (1,697,736)
      
Net reserve for losses and loss adjustment expenses at end of year8,117,385
 7,296,413
 7,258,145
Unpaid losses and loss adjustment expenses recoverable2,083,575
 1,828,837
 1,778,303
Reserve for losses and loss adjustment expenses at end of year$10,200,960
 $9,125,250
 $9,036,448
(1)2016 amount relates to our acquisition of UGC while the 2014 amount relates to our acquisition of AMIC.

Unpaid and paid losses and loss adjustment expenses recoverable were approximately $1.87$2.11 billion at December 31, 2015.2016. We are subject to credit risk with respect to our reinsurance and retrocessions because the ceding of risk to reinsurers and retrocessionaires does not relieve us of our liability to the clients or companies we insure or reinsure. Our failure to establish adequate reinsurance or retrocessional arrangements or the failure of our existing reinsurance or retrocessional arrangements to protect us from overly concentrated risk exposure could materially adversely affect our financial condition and results of operations. Although we monitor the financial condition of our reinsurers and retrocessionaires and attempt to place coverages only with substantial, financially sound carriers, we may not be successful in doing so.

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INVESTMENTS, RATINGS, COMPETITION, ENTERPRISE RISK MANAGEMENT

Investments
At December 31, 2015,2016, total investable assets managedheld by Arch were $14.64$18.64 billion, excluding the $1.70$1.86 billion included in the ‘other’ segment (i.e.(i.e., attributable to Watford Re). See “Management’s Discussion and Analysis of Financial Condition and Results of Operations— Financial Condition, Liquidity and Capital Resources—Financial Condition—Investable Assets” and note 8,9, “Investment Information,” of the notes accompanying our financial statements.
On December 31, 2016, the UGC acquisition was completed. As such, our balance sheet reflects the acquisition of UGC while our results of operations for 2016 do not include UGC activity other than the impact of capital raising activity and transaction costs.
The following table summarizes our invested assets: 
 December 31, 2016 December 31, 2015
 Amount % Amount %
Investable assets (1) (2):       
Fixed maturities available for sale, at fair value$13,426,577
 72.0
 $10,459,353
 71.4
Fixed maturities, at fair value (3)364,856
 2.0
 367,780
 2.5
Fixed maturities pledged under securities lending agreements, at fair value730,341
 3.9
 373,304
 2.5
Total fixed maturities14,521,774
 77.9
 11,200,437
 76.5
Short-term investments available for sale, at fair value612,005
 3.3
 587,904
 4.0
Short-term investments, at fair value (3)64,542
 0.3
 
 
Cash768,049
 4.1
 444,776
 3.0
Equity securities available for sale, at fair value518,041
 2.8
 618,405
 4.2
Equity securities, at fair value (3)25,328
 0.1
 798
 
Equity securities pledged under securities lending agreements, at fair value14,639
 0.1
 10,777
 0.1
Other investments available for sale, at fair value167,970
 0.9
 300,476
 2.1
Other investments, at fair value (3)1,108,871
 6.0
 908,809
 6.2
Investments accounted for using the equity method (4)811,273
 4.4
 592,973
 4.0
Securities transactions entered into but not settled at the balance sheet date23,697
 0.1
 (20,524) (0.1)
Total investable assets held by Arch$18,636,189
 100.0
 $14,644,831
 100.0
 December 31, 2015 December 31, 2014
 Amount 
% of
Total
 Amount 
% of
Total
Investable assets (1) (2):       
Fixed maturities available for sale, at fair value$10,459,353
 71.4
 $10,750,770
 73.6
Fixed maturities, at fair value (3)367,780
 2.5
 377,053
 2.6
Fixed maturities pledged under securities lending agreements, at fair value373,304
 2.5
 50,802
 0.3
Total fixed maturities11,200,437
 76.5
 11,178,625
 76.6
Short-term investments available for sale, at fair value587,904
 4.0
 797,226
 5.5
Cash444,776
 3.0
 474,247
 3.2
Equity securities available for sale, at fair value618,405
 4.2
 658,182
 4.5
Equity securities, at fair value (3)798
 
 
 
Equity securities pledged under securities lending agreements, at fair value10,777
 0.1
 
 
Other investments available for sale, at fair value300,476
 2.1
 296,224
 2.0
Other investments, at fair value (3)908,809
 6.2
 878,774
 6.0
Investments accounted for using the equity method (4)592,973
 4.0
 349,014
 2.4
Securities transactions entered into but not settled at the balance sheet date(20,524) (0.1) (32,802) (0.2)
Total investable assets managed by Arch$14,644,831
 100.0
 $14,599,490
 100.0

(1)The table above excludes investable assets attributable to the ‘other’ segment. Such amounts are summarized as follows:
(U.S. dollars in thousands)December 31,
2015
 December 31,
2014
December 31,
2016
 December 31,
2015
   
Investable assets in ‘other’ segment:      
Cash$108,550
 $11,455
$74,893
 $108,550
Investments accounted for using the fair value option1,617,107
 1,169,226
1,857,623
 1,617,107
Securities sold but not yet purchased(30,583) 
(33,157) (30,583)
Securities transactions entered into but not settled at the balance sheet date1,033
 (17,441)(41,596) 1,033
Total investable assets included in ‘other’ segment$1,696,107
 $1,163,240
$1,857,763
 $1,696,107
(2)This table excludes the collateral received and reinvested and includes the fixed maturities and short-term investments pledged under securities lending agreements, at fair value.
(3)Represents investments which are carried at fair value under the fair value option and reflected as “investments accounted for using the fair value option” on our balance sheet. Changes in the carrying value of such investments are recorded in net realized gains or losses.
(4)Changes in the carrying value of investment funds accounted for using the equity method are recorded as “equity in net income (loss) of investment funds accounted for using the equity method” rather than as an unrealized gain or loss component of accumulated other comprehensive income.

Our current investment guidelines and approach stress preservation of capital, market liquidity and diversification of risk. Our investments are subject to market-wide risks and fluctuations, as well as to risks inherent in particular securities. While maintaining our emphasis on preservation of capital and liquidity, we expect our portfolio to become more diversified and, as a result, we may in the future expand into areas which are not part of our current investment strategy. Our fixed maturities, fixed maturities pledged under securities lending agreements and short-term investments had an average credit quality rating of “AA” from S&P and “Aa2” from Moody’s Investors Service (“Moody’s”) at both December 31, 20152016 and 2014.2015. Our investment portfolio had an average effective duration of approximately 3.433.64 years and 3.343.43 years at December 31, 20152016 and 2014,2015, respectively. At December 31, 2015, 94.7%2016, 95.1% of our fixed maturities and fixed maturities pledged under securities lending agreements were rated investment grade, compared to 94.2%94.7% at December 31, 2014.2015.

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The credit quality distribution of our fixed maturities and fixed maturities pledged under securities lending agreements are shown below:
 December 31, 2015 December 31, 2014 December 31, 2016 December 31, 2015
Rating (1) Fair Value 
% of
Total
 Fair Value 
% of
Total
 Fair Value % Fair Value %
U.S. government and government agencies (2) $3,060,869
 27.3
 $2,245,489
 20.1
 $3,210,899
 22.1
 $3,060,869
 27.3
AAA 4,000,750
 35.7
 4,299,060
 38.5
 3,918,739
 27.0
 4,000,750
 35.7
AA 1,651,760
 14.7
 1,917,392
 17.2
 3,148,226
 21.7
 1,651,760
 14.7
A 1,431,138
 12.8
 1,739,922
 15.6
 2,338,834
 16.1
 1,431,138
 12.8
BBB 457,251
 4.1
 339,395
 3.0
 1,203,942
 8.3
 457,251
 4.1
BB 203,426
 1.8
 157,232
 1.4
 226,321
 1.6
 203,426
 1.8
B 138,770
 1.2
 184,869
 1.7
 156,405
 1.1
 138,770
 1.2
Lower than B 130,545
 1.2
 154,823
 1.4
 90,833
 0.6
 130,545
 1.2
Not rated 125,928
 1.1
 140,443
 1.3
 227,574
 1.6
 125,928
 1.1
Total $11,200,437
 100.0
 $11,178,625
 100.0
 $14,521,774
 100.0
 $11,200,437
 100.0
(1)For individual fixed maturities, S&P ratings are used. In the absence of an S&P rating, ratings from Moody’s are used, followed by ratings from Fitch Ratings.
(2)Includes U.S. government-sponsored agency mortgage backed securities and agency commercial mortgage backed securities.
The benchmark return index is a customized combination of indices intended to approximate a target portfolio by asset mix and average credit quality while also matching the approximate estimated duration and currency mix of our insurance and reinsurance liabilities (see “Management’s Discussion and Analysis of Financial Condition and Results of Operations—General—Financial Measures—Total Return on Investments”). The following table summarizes the pre-tax total return (before investment expenses) of investment managedheld by Arch compared to the benchmark return (both based in U.S. Dollars) against which we measured our portfolio during the periods:
Arch BenchmarkArch Benchmark
Portfolio (1) ReturnPortfolio (1) Return
Pre-tax total return (before investment expenses):      
Year Ended December 31, 20162.07% 2.13 %
Year Ended December 31, 20150.41% (0.38)%0.41% (0.38)%
Year Ended December 31, 20143.21% 2.58 %3.21% 2.58 %
Year Ended December 31, 20131.28% 0.85 %
(1) Our investment expenses were approximately 0.35%0.34%, 0.28%0.35% and 0.26%0.28%, respectively, of average invested assets in 2016, 2015 2014 and 2013.2014.

Ratings
Our ability to underwrite business is affected by the quality of our claims paying ability and financial strength ratings as evaluated by independent agencies. Such ratings from third party internationally recognized statistical rating organizations or agencies are instrumental in establishing the competitive positionsfinancial security of companies in our industry. We believe that the primary users of such ratings include commercial and investment banks, policyholders, brokers, ceding companies and investors. Insurance ratings are also used by insurance and reinsurance intermediaries as an important means of assessing the financial strength and quality of insurers and reinsurers, and are often an important factor in the decision by an insured or intermediary of whether to place business with a particular insurance or reinsurance provider. Periodically, rating agencies evaluate us to confirm that we continue to meet their criteria for the ratings assigned to us by them. A.M. Best Company (“A.M. Best”) maintains a letter scale rating system ranging from “A++” (Superior) to “F” (In Liquidation). Moody’s maintains a letter scale rating from “Aaa” (Exceptional) to “NP” (Not Prime). S&P maintains a letter scale rating system ranging from “AAA” (Extremely Strong) to “R” (Under Regulatory Supervision)., Fitch Ratings (“Fitch”) maintains a letter scale rating system ranging from “AAA” (Exceptionally Strong) to “C” (Distressed).
Our reinsurance subsidiaries, Arch Re U.S., Arch Re BermudaMoody’s and Arch Re Europe (SS&P and Fitch only), and our principal insurance subsidiaries, Arch Insurance, Arch Specialty, Arch Indemnity (S&P, A.M. Best and Fitch only), Arch Insurance Company Europe and Arch Insurance Canada (S&P and A.M. Best only), each currently has aare ratings agencies which have assigned financial strength and/or issuer ratings to ACGL and/or one or more of its subsidiaries. The ratings issued on our companies by these agencies are announced publicly and are available directly from the agencies.
Following the completion of our purchase of UGC on December 31, 2016, all four of the major rating agencies commented on the financial implications to the ratings of “A+” (the second highest outACGL and its operating insurance, reinsurance and mortgage companies. All of fifteen rating levels) with a stable outlookour ratings from A.M. Best “A1” (the fifth highest out of 21 rating levels)remain under review with a stable outlook from Moody’s,developing implications. Under review with developing implications means that our ratings could be raised, lowered or remain unchanged following this review.
On January 3, 2017, Fitch affirmed the “A+” (the fifth highest outfinancial strength ratings (Stable Outlook) of 21our property casualty reinsurance and insurance companies which are rated by Fitch and downgraded our senior debt ratings and our preferred share ratings by one notch. The downgrade of the debt and preferred ratings reflect Fitch’s change to a “ring-fencing environment classification” for us following the purchase of UGC. Under Fitch’s rating levels) withcriteria, a stablering-fencing approach is applied to global groups that have more than 30% of capital or earnings from foreign subsidiaries. Our senior debt and preferred share ratings remain on negative watch pending Fitch’s review of the financial strength of UGC and its implications on the overall credit quality of ACGL, our holding company. A negative watch on the senior debt and preferred share ratings indicates that these ratings could be lowered or remain the same following the completion of their review.
Moody's lowered the financial strength ratings of our property casualty insurance and reinsurance operating subsidiaries rated by Moody’s to “A2” from “A1” on January 5, 2017 and also lowered the ratings on our senior debt and preferred shares by one notch; the outlook from S&P, and “A+” (the fifth highest out of 24 rating levels) with a stable outlook from Fitch. Gulf Re currentlyfor these ratings is stable. These

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has
downgrades reflect Moody’s view that the acquisition of UGC increases our credit risk profile due to the substantial expansion of our mortgage insurance operations and a significant increase in ACGL’s financial strength ratingleverage used to finance a portion of “A-” (the fourth highest out of fifteen rating levels) withthe UGC acquisition. Moody’s placed a stablepositive outlook from A.M. Best. Arch Syndicate 2012 operates withon the Lloyd’s“Baa1” financial strength ratings of United Guaranty Residential Insurance Company, AMIC and Arch Mortgage Guaranty Company. The positive outlook on the mortgage insurance operations reflects the improvement in the stand-alone credit profile of the combined mortgage insurance platform following the UGC acquisition.
S&P raised its financial strength ratings on United Guaranty Residential Insurance Company to “A” (the third highest out of fifteen rating levels) with a stable outlook from A.M. Best,“BBB+”, AMIC to “A” from “A-” and United Guaranty Mortgage Indemnity Company to “A-” from “BBB+” on January 3, 2017. S&P’s “A+” with a stable outlook from S&Pfinancial strength ratings on our property casualty insurance and “A+” with a stable outlook from Fitch. Arch MI U.S., isreinsurance companies rated “A-” (the seventh highest out of 21 rating levels) with a positive outlook by S&P, and “Baa1” (the eighth highest out of 21 rating levels) by Moody’s withour senior debt ratings were unchanged. However, the outlook for these ratings was changed to negative to reflect execution concerns related to our ability to manage our business mix, to integrate mortgage exposure within our risk management framework, and to maintain a stable outlook while Arch Mortgage Guaranty Company is rated “A3” (the seventh highest out of 21 rating levels) by Moody’s with a stable outlook. Arch MI Europe is rated “A+” (the fifth highest out of 21 rating levels) with a stable outlook from S&P.
ACGL has received counterparty (issuer) credit ratings of “A-” (seventh highest out of 21 rating levels) with a stable outlook from S&P and “A” (sixth highest out of 23 rating levels) with a stable outlook from Fitch. A counterparty credit rating provides an opinion on an issuer’s overall capacity and willingness to meet its financial commitments as they become due, but is not specific to a particular financial obligation.strong capitalization.
The financial strength ratings assigned by rating agencies to insurance and reinsurance companies represent independent opinions of financial strength and ability to meet policyholder obligations and are not directed toward the protection of investors, nor are they recommendations to buy, hold or sell any securities. We can offer no assurances that our ratings will remain at their current levels, or that our security will be accepted by brokers and our insureds and reinsureds. A ratings downgrade or the potential for such a downgrade, or failure to obtain a necessary rating, could adversely affect both our relationships with agents, brokers, wholesalers and other distributors of our existing products and services and new sales of our products and services. In addition, under certain of the reinsurance agreements assumed by our reinsurance operations, upon the occurrence of a ratings downgrade or other specified triggering event with respect to our reinsurance operations, such as a reduction in surplus by specified amounts during specified periods, our ceding company clients may be provided with certain rights, including, among other things, the right to terminate the subject reinsurance agreement and/or to require that our reinsurance operations post additional collateral. In the event of a ratings downgrade or other triggering event, the exercise of such contract rights by our clients could have a material adverse effect on our financial condition and results of operations, as well as our ongoing business and operations. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Financial Condition, Liquidity and Capital Resources—Liquidity and Capital Resources.”
Competition
The worldwide reinsurance and insurance businesses are highly competitive. We compete, and will continue to compete, with major U.S. and non-U.S. insurers and reinsurers, some of which have greater financial, marketing and management resources than we have and have had longer-term relationships with insureds and brokers than us. We compete with other insurers and reinsurers primarily on the basis of overall financial strength, ratings assigned by independent rating agencies, geographic scope of business, strength of client relationships, premiums charged, contract terms and conditions, products and services offered, speed of claims payment, reputation, employee experience, and qualifications and local presence.
In our insurance business, we compete with insurers that provide specialty property and casualty lines of insurance, including Alleghany Corporation, Allied World Assurance Company, Ltd., American Financial Group, Inc., American International Group, Inc., Aspen Insurance Holdings Limited, AXIS Capital Holdings Limited, Berkshire Hathaway, Inc., Chubb Limited, CNA Financial Corp., Endurance Specialty Holdings Ltd., Fairfax Financial Holdings Limited, The Hartford Financial Services Group, Inc., HCC Insurance Holdings, Inc., Ironshore Inc., Liberty Mutual Insurance, Lloyd’s, Markel Insurance Company, RLI Corp., Tokio Marine HCC, The Travelers Companies, W.R. Berkley Corp., XL Group plcLtd and Zurich Insurance Group. In our reinsurance business, we compete with reinsurers that provide property and casualty lines of reinsurance, including Alleghany Corporation, Argo International Holdings, Ltd., AXIS Capital Holdings Limited, Berkshire Hathaway, Inc., Chubb Limited, Endurance Specialty Holdings Ltd., Everest Re Group Ltd., Hannover Rückversicherung AG, Lloyd’s, Markel Global Reinsurance, Munich Re Group, PartnerRe Ltd., RenaissanceRe Holdings Ltd., SCOR Global P&C, SCOR Global Life, Swiss Reinsurance Company, Third Point Reinsurance Ltd., Validus Holdings Ltd. and XL Group plc.Ltd.
In our U.S. mortgage business, we compete with sixfive active U.S. mortgage insurers, which include the mortgage insurance subsidiaries of Essent Group Ltd., Genworth Financial Inc., MGIC Investment Corporation, NMI Holdings Inc., and Radian Group Inc. and United Guaranty Corporation. The private mortgage insurance industry is highly competitive. Private mortgage insurers generally compete on the basis of underwriting guidelines, pricing, terms and conditions, financial strength, product and service offerings, customer relationships, reputation, the strength of management, technology, and innovation in the delivery and servicing of insurance products. Arch MI U.S. and other private mortgage

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insurers compete with federal and state government agencies that sponsor their own mortgage insurance programs. The private mortgage insurers’ principal government competitor is the Federal Housing Administration (“FHA”) and, to a lesser degree, the U.S. Department of Veterans Affairs (“VA”). The mortgage insurance industry’s business has been limited as a result of competition with the FHA, which substantially


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increased its market share beginning in 2008. In early 2015 and again in early 2017, the FHA reduced up-front and annual premium rates, respectively, associated with its mortgage insurance program.program; however, the Trump administration put the FHA’s most recent pricing action on hold. Future changes to the FHA program may impact the demand for private mortgage insurance.
Arch MI U.S. and other private mortgage insurers increasingly compete with multi-line reinsurers and capital markets alternatives to private mortgage insurance. In 2015,2016, the GSEs expanded their respective mortgage credit risk transfer (CRT) programs which generally did not include the purchase of private mortgage insurance from U.S. private mortgage insurers. Rather, these transactions led to increased opportunities for multiline property casualty reinsurance groups including, among others, PartnerRe Ltd., Transatlantic Reinsurance Company, Everest Re Group Ltd. and RenaissanceRe Holdings Ltd. along with capital markets participants. In April 2015,The ongoing expansion of the GSEs published comprehensive, revised requirements for mortgage insurersrisk transfer programs continues to become and remain a GSE qualified mortgage insurer. These Private Mortgage Insurer Eligibility Requirements, or “PMIERs,” have increased business opportunities for reinsurers as various primary mortgage insurers use reinsurance as a form of capital relief. This has attractedattract additional reinsurers into the market and we are seeingcontinue to see increased competition as a result.
For other U.S. risk sharing products and non-U.S. mortgage insurance opportunities, we have also seen increased competition from well capitalized and highly rated multiline reinsurers. It is our expectation that the depth and capacity of competitors from this segment will continue to increase over the next several years as more residential mortgage credit risk is borne by private capital.
Enterprise Risk Management
Enterprise Risk Management (“ERM”) is a key element in our philosophy, strategy and culture. We employ an ERM framework that includes underwriting, reserving, investment, credit and operational risks. Risk appetite and exposure limits are set by our executive management team, reviewed with our board of directors and board level committees and routinely discussed with business unit management. These limits are articulated in our risk appetite statement, which details risk appetite, tolerances and limits for each major risk category, and are integrated into our operating guidelines. Exposures are aggregated and monitored periodically by our corporate risk management team. The reporting, review and approval of risk management information is integrated into our annual planning process, capital modeling and allocation, reinsurance purchasing strategy and reviewed at insurance business reviews, reinsurance underwriting meetings and board level committees. For a discussion of our risk management policies, see “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies, Estimates and Recent Accounting Pronouncements—Ceded Reinsurance” and “Risk Factors—Risks Relating to Our Industry—The failure of any of the loss limitation methods we
employ could have a material adverse effect on our financial condition or results of operations.”
Regulation
REGULATION

Bermuda Insurance Regulation
The Insurance Act 1978 of Bermuda and Related Rules and Regulations (“Insurance Act”). Arch Re Bermuda is subject to the Insurance Act, which provides that no person shall carry on any insurance business in or from within Bermuda unless registered as an insurer under the Insurance Act by the Bermuda Monetary Authority (the “BMA”), which is responsible for the day-to-day supervision of insurers. Under the Insurance Act, insurance business includes reinsurance business. We believe that we are in compliance with all applicable regulations under the Insurance Act.
The Insurance Act imposes solvency and liquidity standards and auditing and reporting requirements on Bermuda insurance companies and grants to the BMA powers to supervise, investigate and intervene in the affairs of insurance companies. Certain significant aspects of the Bermuda insurance regulatory framework are set forth below.
Classification of Insurers. The Insurance Act distinguishes between insurers carrying on long-term business, insurers carrying on general business and insurers carrying on special purpose business. There are six general business classifications (Classes 1, 2, 3, 3A, 3B and 4), five long-term business classifications (Classes A, B, C, D and E) and one classification of special purpose insurer.

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As Arch Re Bermuda carries on both long-term and general business, it is required to be registered as both a long-term and as a general business insurer under the Insurance Act. Accordingly, Arch Re Bermuda is registered as a Class 4 general business insurer and as a Class C long-term insurer. Class 4 insurers are regarded as large commercial underwriters and are subject to the strictest regulation. Class C insurers are regarded as small commercial underwriters and are subject to less stringent regulation.
Minimum Paid-Up Share Capital. Arch Re Bermuda is required to maintain fully paid-up share capital of $1.25 million.
Annual Financial Statements, Annual Statutory Financial Return and Annual Capital and Solvency Return. Arch Re Bermuda must prepare annual statutory financial statements as prescribed in the Insurance Act with respect to both its general business and its long-term business. The statutory financial statements are distinct from the annual GAAP basis financial statements referred to below. The statutory financial return for a Class 4 insurer shall include a report of the approved independent auditor on the statutory financial statement of such


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insurer, solvency certificates, the statutory financial statements for the general business, the opinion of the loss reserve specialist and a schedule of reinsurance ceded. The statutory financial return for a Class C insurer shall include a report of the approved independent auditor on the statutory financial statements of such insurer, the statutory financial statements related to the long-term business, a declaration of the statutory ratios, the long-term business solvency certificate and a certificate from the approved actuary. Arch Re Bermuda is also required to file audited GAAP basis annual financial statements, which must be available to the public. In addition, Arch Re Bermuda is required to file a capital and solvency return in respect of its general business and long-term business. The capital and solvency return includes its relevant regulatory risk-based capital model, a schedule of fixed income investments by ratings categories, a schedule of net reserves for losses and loss expense provisions by line of business, a schedule of premiums written by line of business, a schedule of risk management and a schedule of fixed income securities, a schedule of commercial insurer’s solvency self assessment, a schedule of catastrophe risk return, a schedule of loss triangles or reconciliation of net loss reserves and a schedule of eligible capital. In addition, Arch Re Bermuda will also be required to prepare and submit to the BMA financial statements which have been prepared in accordance with GAAP or IFRS (“GAAP financial statements”). In lieu of GAAP financial statements, Arch Re Bermuda may submit condensed general purpose financial statements prepared in accordance with any insurance accounts rules. Arch Re Bermuda will, at the time of filing its statutory financial statements, also be required to deliver to the BMA a declaration of compliance, in such form and with such content as may be prescribed by the BMA.
Public Disclosures. Pursuant to recent amendments to the Insurance Act, all commercial insurers are required to prepare and file with the BMA, and also publish on their website, a financial condition report.
Minimum Solvency Margins. Prior to January 1, 2016, Arch Re Bermuda, as a Class 4 insurer, hadis required to ensure that the value of its general business assets exceeded the amount of its general business liabilities by an amount greater than the prescribed minimum solvency margin (and enhanced capital requirement pertaining to its general business). Accordingly, Arch Re Bermuda wasis required to maintain a minimum solvency margin equal to the greatest of (i) $100 million, (ii) 50% of net premiums written (being gross premiums written less any premiums ceded by Arch Re Bermuda, but Arch Re Bermuda may not deduct more than 25% of gross premiums when computing net premiums written), (iii) 15% of net discounted aggregate losses and loss expense provisions and other insurance reserves and (iv) 25% of its enhanced capital requirement. Also, prior to January 1, 2016, Arch Re Bermuda wasis also required, with respect to its long-term business, to maintain a minimum solvency margin equal to the greater of $500,000 or 1.5% of its assets. For the purpose of this calculation, assets are defined as the total assets pertaining to its long-term business
reported on the balance sheet in the relevant year less the amounts held in a segregated account. The BMA is in the process of revising the provisions of the Insurance Act relating to minimum solvency margins pertaining to both general and long-term business, but it is anticipated that there will be no material changes.
Enhanced Capital Requirement. As a Class 4 insurer, Arch Re Bermuda is required to maintain available statutory economic capital and surplus pertaining to its general business at a level equal to or in excess of its enhanced capital requirement which is established by reference to either the Bermuda Solvency Capital Requirement model (“BSCR”) or an approved internal capital model. The BSCR is a risk-based capital model which provides a method for determining an insurer’s capital requirements (statutory capital and surplus) by taking into account the risk characteristics of different aspects of the insurer’s business. The BSCR model is a risk-based capital model which provides a method for determining an insurer’s capital requirements (statutory capital and surplus) by taking into account the risk characteristics of different aspects of the insurer’s business. While not specifically referred to in the Insurance Act, the BMA has also established a

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target capital level for each Class 4 insurer equal to 120% of its enhanced capital requirement. While a Class 4 insurer is not currently required to maintain its statutory capital and surplus at this level, the target capital level serves as an early warning tool for the BMA, and failure to maintain statutory capital at least equal to the target capital level will likely result in increased regulatory oversight. As a Class C insurer, Arch Re Bermuda is also required to maintain available statutory economic capital and surplus in respect of its long-term business at a level equal to or in excess of its long-term enhanced capital requirement which is established by reference to either the Class C BSCR model or an approved internal capital model.
Eligible Capital. To enable the BMA to better assess the quality of the insurer’s capital resources, as a Class 4 insurer, Arch Re Bermuda is required to disclose the makeup of its capital in accordance with a 3-tiered eligible capital system. Under this system, all of the insurer’s capital instruments will be classified as either basic or ancillary capital, which in turn will be classified into one of three tiers based on their “loss absorbency” characteristics. Highest quality capital will be classified Tier 1 Capital, lesser quality capital will be classified as either Tier 2 Capital or Tier 3 Capital. A minimum threshold of Tier 1 and maximum thresholds of Tier 2 and Tier 3 Capital used to support Arch Re Bermuda’s minimum solvency margin and enhanced capital requirement are specified under the rules. Tier 1, Tier 2 and Tier 3 Capital may, until January 1, 2024, include capital instruments that do not satisfy the requirement that the instrument be non-redeemable or settled only with the issuance of an instrument of equal or higher quality upon a breach, or if it would cause a breach, of the enhanced capital requirement. Where the BMA approved the use of certain instruments for capital purposes prior to the implementation of the eligible capital rules, the BMA’s consent must be obtained if such instruments are to remain eligible for use in satisfying the minimum solvency margin pertaining to its general business and its enhanced capital requirement.
Minimum Liquidity Ratio. Prior to January 1, 2016, Arch Re Bermudawas is required to maintain a minimum liquidity ratio for general business equal to the value of its relevant assets at not less than 75% of the


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amount of its relevant liabilities. Relevant assets include cash and time deposits, quoted investments, unquoted bonds and debentures, first liens on real estate, investment income due and accrued, accounts and premiums receivable and reinsurance balances receivable. The relevant liabilities are total general business insurance reserves and total other liabilities less deferred income tax and sundry liabilities (by interpretation, those not specifically defined) and letters of credit and guarantees. The BMA is in the process of revising the provisions of the Insurance Act relating to minimum solvency margins applicable to commercial insurers carrying on general business, but it is anticipated that there will be no material changes.
Restrictions on Dividends and Distributions. Arch Re Bermuda is prohibited from declaring or paying any dividends during any financial year if it is in breach of its enhanced capital requirement or its general business or long-term solvency margins or its minimum liquidity ratio or if the declaration or payment of such dividends would cause such a breach. If it has failed to meet its minimum solvency margins or minimum liquidity ratio on the last day of any financial year, Arch Re Bermuda will be prohibited, without the approval of the BMA, from declaring or paying any dividends during the next financial year. In addition, Arch Re Bermuda is prohibited from declaring or paying in any financial year dividends of more than 25% of its total statutory capital and surplus (as shown on its previous financial year’s statutory balance sheet) unless it files (at least seven days before payment of such dividends) with the BMA an affidavit stating that it will continue to meet the required margins.
Reduction of Capital. Without the approval of the BMA, Arch Re Bermuda is prohibited from reducing by 15% or more its total statutory capital as set out in its previous year’s financial statements and any application for such approval must include an affidavit stating that it will continue to meet the required margins.
Long-Term Business Fund. An insurer carrying on long-term business is required to keep its accounts in respect of its long-term business separate from any accounts kept in respect of any other business. All receipts of its long-term business form part of its long-term business fund. No payment may be made directly or indirectly from an insurer’s long-term business fund for any purpose other than a purpose related to the insurer’s long-term business, unless such payment can be made out of any surplus certified by the insurer’s approved actuary to be available for distribution otherwiseother than to policyholders. Arch Re Bermuda may not declare or pay a dividend to any person other than a policyholder unless the value of the assets in its long-term business fund, as certified by its approved actuary, exceeds the extent (as so certified) of the liabilities of the insurer’s long-term business. In addition, the amount of such dividend shall not exceed the aggregate of that excess and any other funds properly available for payment of dividends, being funds arising out of business of the insurer other than its long-term business.

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Restrictions on Transfer of Business and Winding-Up. As a long-term insurer, Arch Re Bermuda may only transfer long-termlong-
term business, other than long-term business that is reinsurance business, with the sanction of the applicable Bermuda court. A long-term insurer may only be wound-up or liquidated by order of the applicable Bermuda court.
Fit and Proper Controllers. The BMA maintains supervision over the controllers of all registered insurers in Bermuda. A controller includes: the managing director of the registered insurer or its parent company; the chief executive of the registered insurer or of its parent company; a shareholder controller; and any person in accordance with whose directions or instructions the directors of the registered insurer or of its parent company are accustomed to act. The definition of shareholder controller is set out in the Insurance Act, but generally refers to (i) a shareholder who holds 10% or more of the shares carrying rights to vote at a shareholders’ meeting of the registered insurer or its parent company, or (ii) a shareholder who is entitled to exercise 10% or more of the voting power at any shareholders’ meeting of such registered insurer or its parent company, or (iii) a shareholder who is able to exercise significant influence over the management of the registered insurer or its parent company by virtue of its shareholding or its entitlement to exercise, or control the exercise of, the voting power at any shareholders’ meeting.
Where the shares of the shareholder of a registered insurer, or the shares of its parent company, are traded on a recognized stock exchange, and such shareholder becomes a 10%, 20%, 33% or 50% shareholder controller of the insurer, that shareholder shall, within 45 days, notify the BMA in writing that such shareholder has become such a controller. Similarly, if such shareholder controller reduces or disposes of its shareholding and such would result in its interest falling below any of the prescribed thresholds, then that shareholder controller must, within 45 days, notify the BMA of such disposal. The BMA may file a notice of objection to any shareholder who has become a controller of any description where it appears that such shareholder is, or is no longer, a fit and proper shareholder to be a controller of the registered insurer.
Insurance Code of Conduct. Arch Re Bermuda is subject to the Insurance Code of Conduct (the “Insurance Code”), which establishes duties and standards which must be complied with to ensure it implements sound corporate governance, risk management and internal controls. Failure to comply with the requirements under the Insurance Code will be a factor taken into account by the BMA in determining whether an insurer is conducting its business in a sound and prudent manner as prescribed by the Insurance Act. Failure to comply with the requirements of the Insurance Code could result in the BMA exercising its powers of intervention and will be a factor in calculating the operational risk charge applicable in accordance with that insurer’s risk based capital model.


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Group Supervision. The BMA acts as group supervisor of our group of insurance and reinsurance companies (“Group”) and has designated Arch Re Bermuda as the designated insurer (“Designated Insurer”). Pursuant to its powers under the Insurance Act, the BMA maintains a register of particulars for the Group detailing, among other things, the names and addresses of the Designated Insurer; each member company of the Group falling within the scope of supervision; the principal representative of the Group in Bermuda; other competent authorities supervising other member companies of the Group; and the Group auditors. The Designated Insurer must notify the BMA of any changes to the above details entered on the register of the Group.
As Group supervisor, the BMA performs a number of supervisory functions including: coordinating the gathering and dissemination of information which is of importance for the supervisory task of other competent authorities; carrying out a supervisory review and assessment of the Group; carrying out an assessment of the Group’s compliance with the rules on solvency, risk concentration, intra-Group transactions and good governance procedures; planning and coordinating, with other competent authorities, supervisory activities in respect of the Group, both as a going concern and in emergency situations; coordinating any enforcement action that may need to be taken against the Group or any of its members; and planning and coordinating meetings of colleges of supervisors (consisting of insurance regulators) in order to facilitate the carrying out of the functions described above.
In carrying out its functions, the BMA makes rules for assessing the financial situation and the solvency position of the Group and/or its members and regulating intra-Group transactions, risk concentration, governance procedures, risk management and regulatory reporting and disclosure.
Group Solvency and Group Supervision. The current supervision and solvency rules (together, “Group Rules”) apply to our Group so long as the BMA remains our Group supervisor. Through the Group Rules, the BMA may take action which affects ACGL. A summary of the Group Rules is set forth below.

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Approved Group Actuary. The Group is required to appoint an individual approved by the BMA to be the Group Actuary. The Group Actuary must provide an opinion on the Group’s technical provisions as recorded in the Group statutory economic balance sheet;sheet.

Annual Group Financial Statements. The Group is required to prepare and submit, on an annual basis, financial statements prepared in accordance with either IFRS or GAAP, together with statutory financial statements. The financial statements must be audited annually by the Group’s approved auditor who is required to prepare an auditor’s report thereon in accordance with generally accepted auditing standards. The statutory financial
statements include a balance sheet, an income statement, a statement of capital and surplus, and notes thereto. The Designated Insurer is required to file with the BMA the audited Group financial statements and the statutory financial statements with the BMA within five months from the end of the relevant financial year (unless specifically extended);.

Annual Group Statutory Financial Return and Annual Group Capital and Solvency Return. The Group is required to prepare an annual Group statutory financial return and an annual Group capital and solvency return. The annual Group capital and solvency return must include an annual opinion of the Group Actuary. Both the annual Group statutory financial return and the annual Group capital and solvency return must be submitted to the BMA by the Designated Insurer within five months after its financial year end (unless specifically extended);.

Quarterly Group Financial Statements. The Designated Insurer is required to file quarterly financial returns for the Group with the BMA on or before the last day of the months in May, August and November of each year;year.

Public Disclosures. Pursuant to recent amendments to the Insurance Act, all Groups are required to prepare and file with the BMA, and also publish on their website, a financial condition report.

Group Solvency Self Assessment (“GSSA”). The Group Rules require the board of directors of the parent company of the Group (the “Parent Board”) to establish solvency self assessment procedures that factor in all the foreseeable reasonably material risks. Such procedures should be carried out at least annually and assess the quality and quantity of the capital required to adequately cover the risks to which the Group is exposed. Such procedures must also be an integral part of the Group’s risk management framework and be reviewed and evaluated on a regular basis by the Parent Board. In particular, the GSSA should, among other things, demonstrate consideration of the relationship between risk management, the quality and quantity of capital resources, the impact of risk mitigation techniques and diversification and correlation effects between material risks; a description of the Group’s risk appetite; be forward-looking; include appropriate stress and scenario testing and appropriately reflect all assets and liabilities, material off-balance sheet arrangements, material intra group transactions, relevant managerial practices, systems and controls and a valuation basis that is aligned with the risk characteristics and business model of the Group;Group.

Group Minimum Solvency Margin (“Group MSM”) and Group Enhanced Capital Requirement (“Group ECR”).


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The Group must ensure that the value of its total statutory Group capital and surplus exceeds the aggregate of (i) the amount of the aggregate minimum margins of solvency of each qualifying member of the Group controlled by the parent company, and (ii) the parent company’s percentage shareholding in each member where it exercises significant influence over such member but does not control it, multiplied by the member’s minimum solvency margin. A member is a qualifying member of the Group if it is subject to solvency requirements in the jurisdiction in which it is registered. Where the parent company exercises control in relation to any member of the group, the minimum margin of solvency of such member shall be its individual minimum solvency margin. Where the parent company exercises significant influence on any member of the Group, the minimum margin of solvency applicable to that member for purposes of calculating the Group MSM shall be an amount equal to the parent company’s percentage shareholding in the member multiplied by that member’s minimum margin of solvency. “Control” and “significant influence” shall be determined in accordance with either the IFRS or GAAP used to prepare the Group’s IFRS or GAAP financial statements. The Group is required to maintain available group capital and surplus at a level equal to 50% of the Group ECR and this requirement will increase by increments of 10% in each of the following five years until 100% is required in 2018;

Group Eligible Capital. To enable the BMA to better assess the quality of the group’s capital resources, the Designated Insurer is required to disclose the makeup of the Group’s capital in accordance with a 3-tiered eligible capital system. Under the eligible capital requirements, all of the Group’s capital instruments will beare classified as either basic or ancillary capital which in turn will beare classified into one of 3 tiers based on their “loss absorbency” characteristics. Highest quality capital will beis classified as Tier 1 Capital, lesser quality capital will beis classified as

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either Tier 2 Capital or Tier 3 Capital. A minimum threshold of Tier 1 and maximum thresholds of Tier 2 and Tier 3 Capital are used to satisfy the Group MSM and Group ECR requirements are specified under the rules. Tier 1, Tier 2 and Tier 3 Capital may, until January 1, 2024, include capital instruments that do not satisfy the requirement that the instrument be non-redeemable or settled only with the issuance of an instrument of equal or higher quality upon a breach, or if redemption would cause a breach, of the Group ECR;ECR.

Group Governance. The Group Rules require the Parent Board to establish and effectively implement corporate governance policies and procedures, which it must be periodically review to ensure they continue to support the overall organizational strategy of the group. In particular, the Parent Board must: ensure that operational and oversight responsibilities of the group are clearly defined and documented and that the reporting of material deficiencies and fraudulent activities are transparent and devoid of conflicts of interest; establish systems for identifying on a risk sensitive basis those policies and
procedures that must be reviewed annually and those policies and procedures that must be reviewed at other regular intervals; establish a risk management and internal controls framework and ensure that it is assessed regularly and such assessment is reported to the Parent Board and the chief and senior executives; establish and maintain sound accounting and financial reporting procedures and practices for the group; and establish and keep under review group functions relating to actuarial, compliance, internal audit and risk management functions which must address certain specific requirements as set out in the Group Rules.

BMA’s Powers of Intervention, Obtaining Information, Reports and Documents and Providing Information to other Regulatory Authorities. If the BMA deems it necessary to protect the interests of the policyholders or potential policyholders of an insurer or insurance group, it may appoint one or more competent persons to investigate and report on the nature, conduct or state of the insurer’s or the insurance group’s business, or any aspect thereof, or the ownership or control of the insurer or insurance group. If the person so appointed thinks it necessary for the purposes of his investigation, he may also investigate the business of any person who is or has been at any relevant time, a member of the insurance group or of a partnership of which the person being investigated is a member. In this regard, it shall be the duty of every person who is or was a controller, officer, employee, agent, banker, auditor, accountant, barrister and attorney or insurance manager to produce to the person appointed such documentation as he may reasonably require for purposes of his investigation, and to attend and answer questions relevant to the investigation and to otherwise provide such assistance as may be necessary in connection therewith.
Certain Other Bermuda Law Considerations
ACGL and Arch Re Bermuda are incorporated in Bermuda as “exempted companies.” As a result, they are exempt from Bermuda laws restricting the percentage of share capital that may be held by non-Bermudians, but they may not participate in certain business transactions, including: the acquisition or holding of land in Bermuda (except that required for their business and held by way of lease or tenancy for terms of not more than 50 years) without the express authorization of the Bermuda legislature; the taking of mortgages on land in Bermuda to secure an amount in excess of $50,000 without the consent of the Minister of Finance; the acquisition of any bonds or debentures secured by any land in Bermuda, other than certain types of Bermuda government securities; or the carrying on of business of any kind in Bermuda, except in furtherance of their business carried on outside Bermuda or under license granted by the Minister of Finance. While an insurer is permitted to reinsure risks undertaken by any company incorporated in Bermuda and permitted to engage in the insurance and reinsurance business, generally it is not permitted without a special license granted by the Minister of Finance to


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insure Bermuda domestic risks or risks of persons of, in or based in Bermuda.
ACGL and Arch Re Bermuda also need to comply with the provisions of The Bermuda Companies Act 1981, as amended (the “Companies Act”) regulating the payment of dividends and making distributions from contributed surplus. A company shall not declare or pay a dividend, or make a distribution out of contributed surplus, if there are reasonable grounds for believing that: the company is, or would after the payment be, unable to pay its liabilities as they become due; or the realizable value of the company’s assets would thereby be less than its liabilities. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—FinancialOperations-Financial Condition, Liquidity and Capital Resources—LiquidityResources-Liquidity and Capital Resources” and note 22,23, “Statutory Information,” of the notes accompanying our financial statements.
Under Bermuda law, only persons who are Bermudians, spouses of Bermudians, holders of a permanent resident’s certificate, holders of a working resident’s certificate or persons who are exempt pursuant to the Incentives for Job Makers Act 2011, as amended (“exempted persons”) may engage in gainful occupation in Bermuda without an appropriate

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governmental work permit. Our success may depend in part upon the continued services of key employees in Bermuda. Certain of our current key employees are not exempted persons and, as such, require specific approval to work for us in Bermuda. A work permit may be granted or extended upon showing that, after proper public advertisement, no exempted person is available who meets the minimum standards reasonably required by the employer.
U.S. Insurance Regulation
General. In common with other insurers, our U.S. based subsidiaries are subject to extensive governmental regulation and supervision in the various states and jurisdictions in which they are domiciled and licensed and/or approved to conduct business. The laws and regulations of the state of domicile have the most significant impact on operations. This regulation and supervision is designed to protect policyholders rather than investors. Generally, regulatory authorities have broad regulatory powers over such matters as licenses, standards of solvency, premium rates, policy forms, marketing practices, claims practices, investments, security deposits, methods of accounting, form and content of financial statements, reserves and provisions for unearned premiums, unpaid losses and loss adjustment expenses, reinsurance, minimum capital and surplus requirements, dividends and other distributions to shareholders, periodic examinations and annual and other report filings. In addition, transactions among affiliates, including reinsurance agreements or arrangements, as well as certain third party transactions, require prior regulatory approval from, or prior notice to and no disapproval by, the applicable regulator under certain circumstances. Certain insurance regulatory
requirements are highlighted below. In addition, regulatory authorities conduct periodic financial, claims and market conduct examinations. Arch Insurance Company Europe is also subject to certain governmental regulation and supervision in the states where it writes excess and surplus lines insurance.
In addition to regulation applicable generally to U.S. insurance and reinsurance companies, our U.S. mortgage insurance operations are affected by federal and state regulation relating to mortgage insurers, mortgage lenders, and the origination, purchase and sale of residential mortgages. The private mortgage insurance industry is, and likely will continue to be, subject to substantial federal and state regulation, which has increased in recent years as a result of the past deterioration of the housing and mortgage markets in the U.S. Increased federal or state regulatory scrutiny could lead to new legal precedents, new regulations, new practices, or regulatory actions or investigations, which could adversely affect our financial condition and operating results.
Credit for Reinsurance. Arch Re U.S. is subject to insurance regulation and supervision that is similar to the regulation of licensed primary insurers. However, except for certain mandated provisions that must be included in order for a ceding company to obtain credit for reinsurance ceded, the terms and conditions of reinsurance agreements generally are not subject to regulation by any governmental authority. This contrasts with admitted primary insurance policies and agreements, the rates and terms of which generally are regulated by state insurance regulators. As a practical matter, however, the rates charged by primary insurers do have an effect on the rates that can be charged by reinsurers.
Certain provisions of the Dodd-Frank Wall Street Reform and Consumer Protection Act of 2010 (the “Dodd-Frank Act”) provide that only the state in which a primary insurer is domiciled may regulate the financial statement credit for reinsurance taken by that primary insurer; other states will no longer be able to impose their own credit for reinsurance laws on primary insurers that are only licensed in such other states.
A primary insurer ordinarily will enter into a reinsurance agreement only if it can obtain credit for the reinsurance ceded on its U.S. statutory-basis financial statements. In general, credit for reinsurance is allowed in the following circumstances: if the reinsurer is licensed in the state in which the primary insurer is domiciled; if the reinsurer is an “accredited” or otherwise approved reinsurer in the state in which the primary insurer is domiciled; in some instances, if the reinsurer (a) is domiciled in a state that is deemed to have substantially similar credit for reinsurance standards as the state in which the primary insurer is domiciled and (b) meets certain financial requirements; or if none of the above applies, to the extent that the reinsurance obligations of the reinsurer are collateralized appropriately, typically through the posting of a letter of credit for the benefit of the primary insurer or the deposit of assets


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into a trust fund established for the benefit of the primary insurer.
Some states have adopted provisions of the National Association of Insurance Commissioners (“NAIC”) adopted amendments to its Credit for Reinsurance Model Law and Regulation (the “NAIC Credit for Reinsurance Model Act”) that allow full credit to U.S. ceding insurers for reinsurance ceded to qualified non-U.S. reinsurers (called “certified reinsurers”) based upon less than 100% collateralization. Under those provisions, collateral requirements may be reduced for international reinsurers meeting certain criteria as to financial strength and reliability that are domiciled in countries that

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are found to have strong systems of domestic insurance regulation. Applicants for “certified reinsurer” designation must agree to certain financial reporting, consent to jurisdiction and consent to provide collateral for the full amount of their assumed liabilities in specified circumstances. Arch Re Bermuda is approved in 1927 states to post reduced collateral and is expected to bea designated as a “certified reinsurer” in other U.S. states.
As a result of the requirements relating to the provision of credit for reinsurance, Arch Re U.S. and Arch Re Bermuda are indirectly subject to certain regulatory requirements imposed by jurisdictions in which ceding companies are domiciled.
Arch Re U.S. is licensed or is an accredited or otherwise approved reinsurer in 50 states and the District of Columbia and the provinces of Ontario and Quebec in Canada. Arch InsuranceRe U.S. is also an admitted insurer in 50 states, the District of Columbia, Puerto Rico, the U.S. Virgin Islands and Guam. Arch Specialty is an approved excess and surplus lines insurer in 49 states, the District of Columbia, Puerto Rico and the U.S. Virgin Islands and an authorized insurer in one state. Arch Indemnity is an admitted insurer in 49 states and the District of Columbia. Arch E&S, which is not currently writing business, is an approved excess and surplus lines insurer in 47 states and the District of Columbia and an authorized insurer in one state. Arch Insurance Company Europe is eligible to write excess and surplus lines insurance in 50 states, the District of Columbia, the U.S. Virgin Islands, Guam, the Northern Mariana Islands and American Samoa by virtue of its listing on the NAIC International Insurers Department's Quarterly Listing of Alien Insurers pursuant to the Nonadmitted and Reinsurance Reform Act of 2010. Neither Arch Re Bermuda nor Arch Re Europe expects to become licensed, accredited or so approved in any U.S. jurisdiction.
Holding Company Acts. All states have enacted legislation that regulates insurance holding company systems. These regulations generally provide that each insurance company in the system is required to register with the insurance department of its state of domicile and furnish information concerning the operations of companies within the holding company system which may materially affect the operations, management or financial condition of the insurers within the system. All transactions within a holding company system affecting insurers must be fair and reasonable. Notice to the state insurance departments is required prior to the consummation of certain material transactions between an insurer and any entity in its holding company system. In addition, certain of such transactions cannot be consummated without the applicable insurance department’s prior approval, or its failure to disapprove after receiving notice. The holding company acts also prohibit any person from directly or indirectly acquiring control of a U.S. insurance or reinsurance company unless that person has filed an application with specified information with the insurancesuch company’s domiciliary commissioner and has obtained the commissioner’s prior approval. Under most states’ statutes, including Delaware, Wisconsin, North Carolina and Missouri (the states of domicile of Arch’s U.S. insurance and reinsurance
subsidiaries), acquiring 10% or more of the voting securities of an insurance company or its parent company is presumptively considered an acquisition of control of the insurance company, although such presumption may be rebutted. Accordingly, any person or entity that acquires, directly or indirectly, 10% or more of the voting securities of ACGL without the prior approval of the commissioner will be in violation of these laws and may be subject to injunctive action requiring the disposition or seizure of those securities by the commissioner or prohibiting the voting of those securities, or to other actions that may be taken by the commissioner. In 2010, the NAIC adopted amendments to the Insurance Holding Company System Regulatory Act and Regulation, which, among other changes, introduce the concept of “enterprise risk” within an insurance holding company system. If and whenWhen the amendments are adopted by a particular state, the amended Insurance Holding Company System Regulatory Act and Regulation would impose more extensive informational requirements on parents and other affiliates of licensed insurers or reinsurers with the purpose of protecting them from enterprise risk, including requiring an annual enterprise risk report by the ultimate controlling person identifying the material risks within the insurance holding company system that could pose enterprise risk to the licensed companies. The amended Insurance Holding Company System Regulatory Act also requires any controlling person of a U.S. insurance company seeking to divest its controlling interest in the insurance company to file with the commissioner a confidential notice of the proposed divestiture at least 30 days prior to the cessation of control; after receipt of the notice, the commissioner shall determine those instances in which the parties seeking to divest or to acquire a controlling interest will be required to file for or obtain approval of the transaction. The amended Insurance Holding Company System Regulatory Act and Regulation must be adopted by the individual states for the new requirements to apply to U.S. domestic insurers and reinsurers. ToThe NAIC reports that, to date, every state and the District of Columbia has enacted legislation adopting the amended Insurance Holding Company System Regulatory Act in some form.
Enterprise Risk. The NAIC has increased its focus on risks within an insurer’s holding company system that may pose enterprise risk to the insurer. “Enterprise risk” is defined as any activity, circumstance, event or series of events involving one or more affiliates of an insurer that, if not remedied promptly, is likely to have a material adverse effect upon the financial condition or the liquidity of the insurer or its insurance holding company system as a whole. As noted above,

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in 2010, the NAIC adopted amendments to its Model Insurance Holding Company System Regulatory Act and Regulation, which include, among other amendments, a requirement for the ultimate controlling person to file an enterprise risk report annually. In 2012, the NAIC adopted the Risk Management and Own Risk and Solvency Assessment (“ORSA”) Model Act, which requires domestic insurers to maintain a risk management framework


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and establishes a legal requirement for domestic insurers to conduct an ORSA in accordance with the NAIC’s ORSA Guidance Manual. The ORSA Model Act provides that domestic insurers, or their insurance group, must regularly conduct an ORSA consistent with a process comparable to the ORSA Guidance Manual process. The ORSA Model Act also provides that, no more than once a year, an insurer’s domiciliary regulator may request that an insurer submit an ORSA summary report, or any combination of reports that together contain the information described in the ORSA Guidance Manual, with respect to the insurer and/or the insurance group of which it is a member. If and when the ORSA Model Act is adopted by an individual state, the state may impose additional internal review and regulatory filing requirements on licensed insurers and their parent companies.
Regulation of Dividends and Other Payments from Insurance Subsidiaries. The ability of an insurer to pay dividends or make other distributions is subject to insurance regulatory limitations of the insurance company’s state of domicile. Generally, such laws limit the payment of dividends or other distributions above a specified level. Dividends or other distributions in excess of such thresholds are “extraordinary” and are subject to prior regulatory approval. Such dividends or distributions may be subject to applicable withholding or other taxes. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—FinancialOperations-Financial Condition, Liquidity and Capital Resources—LiquidityResources-Liquidity and Capital Resources” and note 22,23, “Statutory Information,” of the notes accompanying our financial statements.
Insurance Regulatory Information System Ratios. The NAIC Insurance Regulatory Information System (“IRIS”) was developed by a committee of state insurance regulators and is intended primarily to assist state insurance departments in executing their statutory mandates to oversee the financial condition of insurance companies operating in their respective states. IRIS identifies 13 industry ratios (referred to as “IRIS ratios”) and specifies “usual values” for each ratio. Departure from the usual values of the IRIS ratios can lead to inquiries from individual state insurance commissioners as to certain aspects of an insurer’s business. Certain of our U.S.-based subsidiaries generate IRIS ratios that are outside of the usual values. To date, none of these subsidiaries has received any notice of regulatory review regarding the IRIS ratios but there is no assurance that we may not be notified in the future.
Accreditation. The NAIC has instituted its Financial Regulation Accreditation Standards Program (“FRASP”) in response to federal initiatives to regulate the business of insurance. FRASP provides a set of standards designed to establish effective state regulation of the financial condition of insurance companies. Under FRASP, a state must adopt certain laws and regulations, institute required regulatory practices and procedures, and have adequate personnel to enforce such items in order to become an “accredited” state. If a state is not accredited, other states
may not accept certain financial examination reports of insurers prepared solely by the regulatory agency in such unaccredited state. The respective states in which our insurance and reinsurance subsidiaries are domiciled are accredited states.
Risk-Based Capital Requirements. In order to enhance the regulation of insurer solvency, the NAIC adopted in December 1993 a formula and model law to implement risk-based capital requirements for property and casualty insurance companies. These risk-based capital requirements are designed to assess capital adequacy and to raise the level of protection that statutory surplus provides for policyholder obligations. The risk-based capital model for property and casualty insurance companies measures three major areas of risk facing property and casualty insurers: underwriting, which encompasses the risk of adverse loss developments and inadequate pricing; declines in asset values arising from credit risk; and declines in asset values arising from investment risks.
An insurer will be subject to varying degrees of regulatory action depending on how its statutory surplus compares to its risk-based capital calculation. For equity investments in an insurance company affiliate, the risk-based capital requirements for the equity securities of such affiliate would generally be our U.S.-based subsidiaries’ proportionate share of the affiliate’s risk-based capital requirement.
Under the approved formula, an insurer’s total adjusted capital is compared to its authorized control level risk-based capital. If this ratio is above a minimum threshold, no company or regulatory action is necessary. Below this threshold are four distinct action levels at which a regulator can intervene with increasing degrees of authority over an insurer as the ratio of surplus to risk-based capital requirement decreases. The four action levels include: insurer is required to submit a plan for corrective action; insurer is subject to examination, analysis and specific corrective action; regulators may place insurer under regulatory control; and regulators are required to place insurer under regulatory control.

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Each of our non-mortgage insurer U.S. subsidiaries’ surplus (as calculated for statutory purposes) is above the risk-based capital thresholds that would require either company or regulatory action.
Guaranty Funds and Assigned Risk Plans. Most states require all admitted insurance companies to participate in their


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respective guaranty funds which cover certain claims against insolvent insurers. Solvent insurers licensed in these states are required to cover the losses paid on behalf of insolvent insurers by the guaranty funds and are generally subject to annual assessments in the states by the guaranty funds to cover these losses. Participation in state-assigned risk plans may take the form of reinsuring a portion of a pool of policies or the direct issuance of policies to insureds. The calculation of an insurer’s participation in these plans is usually based on the amount of premium for that type of coverage that was written by the insurer on a voluntary basis. Assigned risk pools tend to produce losses which result in assessments to insurers writing the same lines on a voluntary basis. Mortgage guaranty insurance, among other lines of business, is typically exempt from participation in guaranty funds and assigned risk plans.
Federal Regulation. Although state regulation is the dominant form of regulation for insurance and reinsurance business, the federal government in recent years has shown some concern over the adequacy of state regulation. It is not possible to predict the future impact of any potential federal regulations or other possible laws or regulations on our U.S. based subsidiaries’ capital and operations, and such laws or regulations could materially adversely affect theirour business. In addition, a number of federal laws affect and apply to the insurance industry, including various privacy laws and the economic and trade sanctions implemented by the Office of Foreign Assets Control (“OFAC”). OFAC maintains and enforces economic sanctions against certain foreign countries and groups and prohibits U.S. persons from engaging in certain transactions with certain persons or entities. OFAC has imposed civil penalties on persons, including insurance and reinsurance companies, arising from violations of its economic sanctions program.
Certain federal laws directly or indirectly impact mortgage insurers, including the Real Estate Settlement Procedures Act of 1974 (“RESPA”), the Homeowners Protection Act of 1998 (“HOPA”), the Equal Credit Opportunity Act, the Fair Housing Act, the Truth In Lending Act (“TILA”), the Fair Credit Reporting Act of 1970 (“FCRA”), and the Fair Debt Collection Practices Act. Among other things, these laws and their implementing regulations prohibit payments for referrals of settlement service business, require fairness and non-discrimination in granting or facilitating the granting of credit, govern the circumstances under which companies may obtain and use consumer credit information, define the manner in which companies may pursue collection activities, and require disclosures of the cost of credit and provide for other consumer protections.
The Dodd-Frank Wall Street Reform and Consumer Protection Act. The Dodd-Frank Act created the Federal Insurance Office (“FIO”) within the Department of Treasury, which is not a federal regulator or supervisor of insurance, but monitors the insurance industry for systemic risk, administers the Terrorism Risk Insurance Program Reauthorization Act of 2015
(“TRIPRA”), consults with the states regarding insurance matters and develops federal policy on aspects of international insurance matters. In addition, FIO is authorized to assist the Treasury Secretary in negotiating “covered agreements” between the U.S. and one or more foreign governments or regulatory authorities that address insurance prudential measures. Where a state law is inconsistent with a “covered agreement” and provides less favorable treatment to foreign insurers than U.S. companies, the FIO Director may preempt conflicting state law. On January 13,2017, the U.S. Secretary of the Treasury and the U.S. Trade Representative notified Congress that they reached agreement with the European Union on a covered agreement that addresses reinsurance, group supervision, and the exchange of information between supervisory authorities in the United States and the European Union. Notably, with respect to reinsurance, subject to certain conditions, the U.S.-EU covered agreement would eliminate collateral and local presence requirements for qualified U.S. reinsurers operating in the EU insurance market, and eliminate collateral and local presence requirements for qualified EU reinsurers operating in the U.S. insurance market, as a condition for and in connection with regulatory credit for reinsurance. With respect to group supervision, the U.S.-EU covered agreement provides that U.S. insurance groups operating in the EU will be supervised at the worldwide group level only by the relevant U.S. insurance supervisors, and that EU insurers operating in the U.S. will be supervised at the worldwide group level only by the relevant EU insurance supervisors. The U.S.-EU covered agreement is not applicable to non-U.S. and non-E.U. countries such as Bermuda.

In 2013, the FIO issued two reports relating to the insurance industry, one on modernization of the insurance regulatory system and one on the impact of Part II of the Nonadmitted and Reinsurance Reform Act of 2010. In its December 2013 report on modernization of the insurance regulatory system, and again in its September 2015 Annual Report on the Insurance Industry, the FIO recommended the development of federal standards and oversight for mortgage insurers. In December 2014, the FIO issued a report on the vital role that the global reinsurance market plays in supporting insurance in the United States. The impact that these reports will have on the regulation of insurance, if any, is yet to be determined. The Dodd-Frank Act also created a uniform system for non-admitted insurance premium tax payments based on the home state of the policyholder and provides for single state regulation for financial solvency and credit for reinsurance as discussed above.
The Dodd-Frank Act established the Consumer FinanceFinancial Protection Bureau (“CFPB”) to regulate the offering and provision of consumer financial products and services under federal law, including residential mortgages. Pursuant to the Dodd-Frank Act, the CFPB is charged with rulemaking and enforcement with respect to enumerated consumer laws,


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including RESPA, TILA, HOPA, the Secure and Fair Enforcement for Mortgage Licensing Act (“SAFE Act”) and FCRA. The Dodd-Frank Act also granted to the CFPB certain supervisory powers with respect to “covered persons” and “service providers,” as defined by the Act. The CFPB issued Civil Investigative Demands to several other mortgage insurers requesting information regarding their captive reinsurance relationships, and in 2013 the United States District Court for

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the Southern District of Florida approved consent orders issued by the CFPB against five other mortgage insurers relating to the CFPB’s allegations that the mortgage insurers’ captive reinsurance relationships violated RESPA’s prohibition against giving or accepting anything of value for referrals of settlement service business related to a federally related mortgage loan.
In 2014, the CFPB issued final regulations governing a loan originator's determination that, at the time a loan is originated, the consumer has a reasonable ability to repay the loan (“ATR”). The Dodd-Frank Act provides for a statutory presumption that a borrower will have the ability to repay a loan if the loan has characteristics satisfying the definition of a qualified mortgage (“QM”) contained in the CFPB’s regulations. Under the CFPB’s ATR regulations, a loan is deemed to be a QM loan if it meets certain requirements, including: a 30 year term or less; no negative amortization, interest only or balloon features; the total “points and fees” do not exceed certain thresholds, generally 3%; and the borrower’s total debt-to-income ratio does not exceed 43%.
The QM definition provides a “safe harbor” for QM loans with annual percentage rates, or APRs, below the threshold of 150 basis points over the Average Prime Offer Rate and a “rebuttable presumption” of compliance with ATR requirements for QM loans with an APR above that threshold.
Under the ATR regulations, any loan that is eligible for purchase, guarantee, or insurance by a GSE, FHA, VA, Department of Agriculture, or the Rural Housing Service is deemed to be a QM loan. This QM category applies to GSE loans as long as the GSEs are in FHFA conservatorship and for federal agency loans until an agency issues its own QM rules, or January 10, 2021, whichever occurs first. The FHFA has directed the GSEs to limit purchases to loans that meet QM requirements, with the exception of the 43% borrower total debt-to-income ratio limitation. To the extent that government agencies adopt their own definitions of a qualified mortgage and those definitions are more favorable to lenders than those applicable to the market in which private mortgage insurers participate, our business may be adversely affected.
Because of the QM evidentiary standard that gives presumption of compliance, we believe that most newly-originated mortgages are QMs. Our operating results could be adversely impacted if the QM regulations reduce the size of the origination market, reduce the willingness of lenders to extend low down payment credit, favor alternatives to private mortgage insurance such as government mortgage insurance programs, or change the mix of mortgage insurance business in ways that may be unfavorable to us.
The Dodd-Frank Act generally requires an issuer of an asset-backed security or initiator of an asset-backed transaction (a “securitizer”) to retain at least 5% of the risk associated with securitized mortgage loans. This requirement does not apply to lenders that originate loans that are sold to the GSEs while they
are in conservatorship, to qualified residential mortgages (“QRM”), or to loans insured or guaranteed by FHA or certain other federal agencies. FederalIn October 2014, federal regulators issued risk-retention rules generally definedefining a QRM as a mortgage meeting the requirements of a QM loan. As the risk retention rules treat all QM loans as QRMs, low down payment loans with private mortgage insurance that do not meet the requirements of the QM rule can only be securitized with a risk retention requirement, which may deter their origination and adversely affect our business.
This risk-retention requirement also does not applyU.S. President Trump issued an executive order to a mortgage loanreview streamlining the Dodd-Frank Act and the regulations thereunder. While it is unclear whether the U.S. Congress will fully repeal the Dodd-Frank Act, it is possible that is a qualified residential mortgage (“QRM”), or that is insured or guaranteed by FHA or certain other federal agencies. In October 2014, federal regulators issued a risk-retention rule that generally defines a QRM as a mortgage meeting the requirements of a QM. As the risk retention rule treats all QM loans as QRMs, low down payment loans with private mortgage insurance that do not meet the requirementsportions of the QM rule can onlyDodd-Frank Act and its regulations, including the agencies and regulations discussed above may be securitized with a risk retention requirement, which may deter their origination and adversely affect our business.eliminated or amended.

The Homeowners Protection Act of 1998. HOPA provides for the automatic termination, or cancellation upon a borrower's request, of private mortgage insurance upon satisfaction of certain conditions and requires that lenders give borrowers certain disclosures with regard to these provisions at the time the loan is originated. These provisions apply to borrower-paid mortgage insurance for purchase money, refinance and construction loans secured by the borrower's principal dwelling. FHA and VA loans are not covered by HOPA. Under HOPA, automatic termination of mortgage insurance generally occurs when the mortgage is first scheduled to reach a loan-to-value of 78% of the home's original value, assuming that the borrower is current on the required mortgage payments. A borrower who has a “good payment history,” as defined by HOPA, may generally request cancellation of mortgage insurance when the loan-to-value is first scheduled to reach 80% of the home's original value or when actual payments reduce the loan balance to 80% of the home's

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original value. In August 2015, the CFPB issued a compliance bulletin summarizing HOPA’s mortgage insurance cancellation and termination requirements and advising that in prior supervisory examinations the CFPB identified violations by mortgage loan servicers of certain provisions of HOPA, including termination and cancellation requirements.
Real Estate Settlement Procedures Act of 1974. Subject to limited exceptions, RESPA prohibits persons from giving or accepting anything of value in connection with the referral of a settlement service. Mortgage insurance generally has been considered to be a “settlement service” for purposes of RESPA. RESPA authorizes the CFPB, the Department of Justice, state attorneys general and state insurance commissioners to bring civil enforcement actions, and also provides for criminal penalties and private rights of action. In the past, a number of lawsuits have challenged the actions of private mortgage insurers, including United Guaranty Residential Insurance Company, under RESPA, alleging that the insurers violated the referral fee prohibition by entering into captive reinsurance


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arrangements or providing products or services to mortgage lenders at improperly reduced prices in return for the referral of mortgage insurance, including the provision of contract underwriting services. In addition to these private lawsuits, in 2013, the United States District Court for the Southern District of Florida approved consent orders issued by the CFPB against five other private mortgage insurers relating to captive reinsurance. Under the settlements, the mortgage insurers will end the challenged practices, pay monetary penalties, and be subject to monitoring by the CFPB and requiredthe Minnesota Department of Commerce conducted industry-wide examinations regarding captive reinsurance practices by lenders and mortgage insurance companies to make reports todetermine whether such arrangements violated the RESPA referral fee prohibition. In 2013, United Guaranty and several other mortgage insurers, settled with the CFPB and consented to discontinue captive reinsurance practices, and in 2015, we entered into a consent order to ensure their compliance with the provisionsMinnesota Commissioner of the orders.Commerce pursuant to which we again agreed to discontinue captive reinsurance practices.
In June 2015, the Director of the CFPB issued a decision in a contested CFPB administrative proceeding, In re PHH Corp. The Director of the CFPB affirmed an administrative law judge’s conclusion that PHH Corp. had violated RESPA in connection with its captive reinsurance arrangements with mortgage insurers (including Arch MI’sAMIC’s predecessor, CMG Mortgage Insurance Company). The Director of the CFPB requiredordered PHH to pay $109 million in disgorgement, rather than the $6 million recommended by the administrative law judge. The Director of the CFPB’s decision sets forth the CFPB’s current views on numerous RESPA interpretation issues and takes expansive views of what constitutes a RESPA violation and how to calculate disgorgement under the statute. Commentators have noted, among other things, that the Director of the CFPB’s decision gave little weight to the section within the RESPA statute that provides that the payment of reasonable compensation for services actually furnished shall not be considered a violation. In July 2015, PHH appealed the Directorand on October 11, 2016, a three judge panel of the CFPB’s decision to the D.C. Circuit Court of Appeals. In August 2015,Appeals issued its ruling which held that, as structured, the federal agency is unconstitutional because the U.S. President can only remove the Director for cause and that the CFPB’s application of RESPA was erroneous on a number of points. The CFPB petitioned the D.C. Court of Appeals for an en banc rehearing. The petition was granted PHH’s motion to stayon February 16, 2017. Oral argument before the Director of the CFPB’s disgorgement order, stating only that PHH had “satisfied the stringent standards required in granting a stay pending appeal,” which include a likelihood of success on the merits. In October 2015, four mortgage industry trade groups (including the mortgage insurance industry’s trade group, U.S. Mortgage Insurers) filed an amicus brief with the Court in support of PHH’s appeal.en banc court is scheduled for May 24, 2017.
TILA-RESPA Integrated Disclosure (“TRID”) Rule. In November 2013, the CFPB issued a final rule amending the TILA and RESPA regulations (Regulations Z and X, respectively) to integrate several required notices and disclosures to mortgage loans applicants. In July 2015, the CFPB issued an amended final rule establishing October 3, 2015 as the effective date for implementation of the new forms and the associated rules. Thereafter, in July 2016, the CFPB proposed certain technical amendments to the TRID rule. The TRID rule consolidatesconsolidated four existing disclosures required by TILA and RESPA, the appraisal notice required by the Equal Credit Opportunity Act, and the servicing notice required by RESPA into two forms: a Loan Estimate that must be delivered or placed in the mail no later than the third business day after receiving the consumer’s application, and a Closing Disclosure that must be provided to the consumer at least three business days prior to loan consummation. Mortgage insurers do not have any obligations to provide notices or disclosures to loan
applicants under the TRID rule. However, followingFollowing the October 3, 2015 effective date, mortgage loan originators are continuing to work thorough issues in implementingimplemented the new disclosures, including, in some instances, the proper way to disclose mortgage insurance premiums on the new forms.
Secure and Fair Enforcement for Mortgage Licensing Act. The SAFE Act was enacted in 2008 to enhance consumer protection and reduce fraud by encouraging states to establish minimum standards for the licensing and registration of state-licensed mortgage loan originators. The SAFE Act also requires the establishment of a nationwide mortgage licensing system and registry for the residential mortgage industry. Administration and enforcement of the SAFE Act lies with the CFPB. Two of our subsidiaries, Arch Fulfillment Operations Inc. (“AFOI”) and United Guaranty Services, Inc., an entityare engaged in the business of providing contract underwriting services to residential lenders hasand have obtained certain mortgage lender licenses in order to comply with state specific SAFE Act requirements.
Fair Credit Reporting Act. The FCRA imposes restrictions on the permissible use of credit report information. FCRA has been interpreted by the FTCFederal Trade Commission (“FTC”) staff and federal courts to require mortgage insurance companies to provide “adverse action” notices to consumers in the event an application for mortgage insurance is declined or offered at a premium rate higher than what would have been applied had the lowest premium rate available for the loan program applied fornot been based in whole or in part on the consumer's

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credit report. Arch MI U.S. provides such notices. Although Arch MI U.S. has not been involved, thereThere has been class action litigation over FCRA adverse action notices involving the mortgage industry, including court-approved settlements.
Terrorism Risk Insurance Program Reauthorization Act of 2015. The Terrorism Risk Insurance Act of 2002 was amended and extended again by TRIPRA through December 31, 2020. TRIPRA provides a federal backstop for insurance related losses resulting from certain acts of terrorism on U.S. soil or against certain U.S. air carriers, vessels or foreign missions. Under TRIPRA, all U.S. based property and casualty insurers are required to make terrorism insurance coverage available in specified commercial property and casualty insurance lines. Under TRIPRA, the federal government will pay 85% of covered losses after (i) aggregate industry insured losses resulting from the act of terrorism exceeds a statutorily prescribed program trigger, and (ii) an insurer’s losses exceed a deductible determined by a statutorily prescribed formula, up to a combined annual aggregate limit for the federal government and all insurers of $100 billion. The program trigger for calendar year 20152017 is $100$140 million and will increase by $20 million per year until it becomes $200 million in 2020. Beginning January 1, 2016,The federal share for the 85% federal sharecalendar year 2017 is 83% and will decrease by 1% per year until it becomes 80% in 2020. If an act (or acts) of terrorism result in covered losses exceeding the $100 billion annual limit, insurers with losses exceeding their deductibles will not be responsible for additional losses. An insurer’s deductible for each year is based on the insurer’s (together with those of its


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affiliates) direct commercial earned premiums for property and casualty insurance, excluding certain lines of business such as commercial auto, surety, professional liability and earthquake lines of business, for the prior calendar year multiplied by a specified percentage. The specified percentage for 2015 through 2020 is 20%.
Our U.S.-based property and casualty insurers, Arch Insurance, Arch Specialty, Arch E&S and Arch Indemnity, are subject to TRIPRA. TRIPRA specifically excludes reinsurance business and, accordingly, does not apply to our reinsurance operations. Our insurance group’s deductible for 20152016 was approximately $303.5$322.5 million (i.e., 20.0% of direct earned premiums). Based on 20152016 direct commercial earned premiums, our insurance group’s deductible for 20162017 will be approximately $322.5$345.1 million (i.e., 20.0% of such direct earned premiums).
The Gramm-Leach-Bliley Act. The Gramm-Leach-Bliley Act of 1999 (“GLBA”), which implements fundamental changes in the regulation of the financial services industry in the United States, was enacted on November 12, 1999. The GLBA permits mergers that combine commercial banks, insurers and securities firms under one holding company, a “financial holding company.” Bank holding companies and other entities that qualify and elect to be treated as financial holding companies may engage in activities, and acquire companies engaged in activities, that are “financial” in nature or “incidental” or “complementary” to such financial activities. Such financial activities include acting as principal, agent or broker in the underwriting and sale of life, property, casualty and other forms of insurance and annuities.
Until the passage of the GLBA, the Glass-Steagall Act of 1933 had limited the ability of banks to engage in securities-related businesses, and the Bank Holding Company Act of 1956 had restricted banks from being affiliated with insurers. Since passage of the GLBA, among other things, bank holding companies may acquire insurers, and insurance holding companies may acquire banks. The ability of banks to affiliate with insurers may affect our U.S. subsidiaries’ product lines by substantially increasing the number, size and financial strength of potential competitors.
The GLBA also imposes privacy requirements on financial institutions, including obligations to protect and safeguard consumers' nonpublic personal information and records, and limitations on the re-use of such information. Federal regulatory agencies have issued Interagency Guidelines Establishing Information Security Standards, or “Security Guidelines,” and interagency regulations regarding financial privacy, or “Privacy Rule,” implementing sections of GLBA. The Security Guidelines establish standards relating to administrative, technical, and physical safeguards to ensure the security, confidentiality, integrity, and the proper disposal of consumer information. The Privacy Rule limits a financial institution's disclosure of nonpublic personal information to unaffiliated
third parties unless certain notice requirements are met and the consumer does not elect to prevent or “opt out” of the disclosure. The Privacy Rule also requires that privacy notices provided to customers and consumers describe the financial institutions' policies and practices to protect the confidentiality and security of the information. Many states have enacted legislation implementing GLBA and establishing information security regulation. Many states have enacted privacy and data security laws which impose compliance obligations beyond GLBA, including obligations to protect social security numbers and provide notification in the event that a security breach results in a reasonable belief that unauthorized persons may have obtained access to consumer nonpublic information.
GSE QualifiedEligible Mortgage Insurer Requirements. Pursuant to their charters,As the most significant purchasers and sellers of conventional mortgage loans and, therefore, beneficiaries of private mortgage insurance, the GSEs purchase low down payment loans insured by MIsimpose requirements on private mortgage insurers, so that they determinemay be eligible to be qualified. Fannie Mae and Freddie Mac have each published comprehensive requirementsinsure loans sold to become and remain a qualified mortgage insurer. In Aprilthe GSEs. Effective December 31, 2015, the GSEs published comprehensive,

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revised requirements, known as the Private Mortgage Insurer Eligibility Requirements or “PMIERs.” TheAs clarified and revised by the Guidance Letters issued by the GSEs in December 2016, the PMIERs became effective December 31, 2015 and apply to Arch MI U.S., which is a GSE-approvedour eligible mortgage insurer. Theyinsurers, but do not apply to Arch Mortgage Guaranty Company, which is not GSE-approved. In addition to extensive requirements relating toThe PMIERs impose limitations on the operationtype of our mortgagerisk insured, the forms and insurance business,policies issued, standards for the PMIERs include revisedgeographic and customer diversification of risk, procedures for claims handling, acceptable underwriting practices, standards for certain reinsurance cessions and financial requirements, for mortgage insurers. Theseamong other things. The financial requirements require aan eligible mortgage insurer’s available assets, which generally include only the most liquid assets of an insurer, to meet or exceed “minimum required assets” as of each quarter end. Minimum required assets are calculated from PMIERs tables with several risk dimensions (including origination year, original loan-to-value and original credit score of performing loans, and the delinquency status of non-performing loans) and are subject to a minimum amount.
No later than March 1, 2016, mortgage insurers must certify to the GSEs that they meet all of the requirements of the PMIERs or identify specific requirements that they do not meet. If a mortgage insurer is unable to meet the financial requirements of the PMIERs, it must submit by March 31, 2016 a transition plan to the GSEs for their review and approval. Mortgage insurers that have not met the financial requirements of the PMIERs by June 30, 2017 will be subject to remediation actions by the GSEs.
The amount of assets required to satisfy the revised financial requirements of the PMIERs at any point in time will be affected by many factors, including macro-economic conditions, the size and composition of Arch MI U.S.’sour eligible mortgage insurers’ mortgage insurance portfolio at the point in time, and the amount of risk ceded to reinsurers that may be deducted by Arch MI U.S. in itsour calculation of “minimum required assets.” Arch MI U.S.Our eligible mortgage insurers satisfied the PMIERs’ financial requirements as of December 31, 2015.2016.
Under the PMIERs, Arch MI U.S. isAMIC was deemed to be a “newly-approved insurer.” As a result of this status, until January 2017, Arch MI U.S. isAMIC was subject to additional PMIER requirements, including: Arch MI U.S. is prohibited from payingincluding restrictions on dividends to affiliates or making any investment, contribution or loan to any affiliate; Arch MI U.S. must obtain prior writtenaffiliate. Since January


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2017, none of our eligible mortgage insurers are classified as a “newly-approved insurer” under PMIERs.
In conjunction with the acquisition of UGC and the related approval from each GSE before entering into any reinsurance agreement, or risk novation or commutation transaction, providing any kind of the change of control by the GSEs, the GSEs imposed additional requirements on our eligible mortgage insurance beyond primary first lien or providinginsurers, including maintaining capital support, assumptionin excess of liability orPMIERs requirements on a guarantee of another company’s indebtedness;consolidated basis and Arch MI U.S. must provide Freddie Mac with notice of its entering into any transaction involving mortgage insurance other than on an “individual loan ‘flow’ basis, e.g., pool insurance, bulk primary transactions, ‘structured’ or ‘negotiated’ transactions;” or any material change in its business plan.requiring notifications relating to certain integration activities.
State Insurance Regulation of Mortgage Insurers. The operating insurance subsidiaries of Arch MI U.S. isare subject to detailed regulation both by its domiciliary and primary regulator,regulators, the Wisconsin Office of the Commissioner of Insurance (“Wisconsin OCI”) for AMIC and Arch Mortgage Guaranty Company, and the North Carolina Department of Insurance (“NC DOI”) for United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company, and by state insurance departments in each state in which it isthey are licensed. As mandated by state insurance laws, mortgage insurers are generally mono-line companies restricted to writing a single type of insurance business, such as mortgage insurance business. Arch MI U.S.Each company is subject to either Wisconsin or North Carolina statutory requirements as to payment of dividends. The maximum amount of dividends“ordinary dividends” that Arch MI U.S.the Wisconsin subsidiaries may pay in any 12-month period without regulatory approval by the Wisconsin OCI is the lesser of adjusted statutory net income or 10% of statutory policyholders' surplus as of the preceding calendar year end. Adjusted statutory net income is defined for this purpose to be the greater of: (i) net income for the calendar year preceding the date of the dividend, minus realized capital gains for that calendar year; or (ii) aggregate net income for the 3 calendar years preceding the date of the dividend, less realized capital gains for those calendar years and less dividends paid or credited and distributions made within the first 2 of the preceding 3 calendar years. Under North Carolina’s insurance laws, a North Carolina domiciled insurer may pay “ordinary dividends” without prior approval of the NC DOI when the total of all other dividends declared or distributed by it during the preceding 12 months does not exceed the greater of (1) 10% of its surplus as regards policyholders as of the preceding December 31, or (2) the net income (not including realized capital gains) for the 12-month period ending the preceding December 31. North Carolina’s insurance laws also require that ordinary dividends be paid out of positive unassigned surplus.
Generally, both Wisconsin and North Carolina law precludes any dividend before giving at least 30 daysdays’ notice to the Wisconsin OCI or NC DOI, as applicable, and prohibits paying any dividend unless it is fair and reasonable to do so. In addition, to Wisconsin, the GSEs and other states limit or restrict Arch MI U.S.’s ability to pay stockholder dividends.dividends or otherwise return capital to shareholders.
Mortgage insurance companies licensed in Wisconsin or North Carolina are required to establish contingency loss reserves for purposes of statutory accounting in an amount equal to at least 50% of net earned premiums. These amounts generally cannot be withdrawn for a period of 10 years.years and are charged directly to unassigned statutory surplus, which affects the ability to pay dividends. However, with prior regulatory approval, a mortgage insurance company may make early withdrawals from the contingency reserve when incurred losses exceed 35% of net premiums earned in a calendar year.
Under Wisconsin and North Carolina law, as well as that of 1514 other states, a mortgage insurer must maintain a minimum amount of statutory capital relative to its risk in force in order for the mortgage insurer to continue to write new business. While formulations of minimum capital vary in certain jurisdictions, the most common measure applied allows for a maximum risk-to-capital ratio of 25 to 1. Wisconsin requiresand North Carolina both require a mortgage insurer to maintain a “minimum policyholder position”

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calculated in accordance with their respective regulations. Policyholders' position consists primarily of statutory policyholders' surplus plus the statutory contingency reserve.reserve, less ceded reinsurance. While the statutory contingency reserve is reported as a liability on the statutory balance sheet, for risk-to-capital ratio calculations, it is included as capital for purposes of statutory capital.
The NAIC has established a working group to make recommendations to the NAIC's Financial Condition Committee regarding changes to the NAIC’s Mortgage Guaranty Insurance Model Act. The NAIC working group has released several drafts that include proposed changes to minimum statutory capital requirements. If the NAIC revises the Mortgage Guaranty Insurance Model Act, some state legislatures are likely to enact and implement part or all of the revised provisions.
Mortgage insurance premium rates are also subject to review and approval by state regulators. Any increase or decrease in premium rates must be justified, generally on the basis of the insurer's loss and default experience, expenses and future trend analysis. Arch MI U.S. has approved premium rates for credit union and mortgage banking originated mortgage loans in all 50 states.
Legislative and Regulatory Proposals. From time to time various regulatory and legislative changes have been proposed in the insurance and reinsurance industry. Among the proposals that have been considered are the possible introduction of federal regulation in addition to, or in lieu of, the current system of state regulation of insurers and the NAIC. In addition, there are a variety of proposals being considered by various state legislatures. TwoOne ongoing areasarea of work at the NAIC are model rules relating to corporate governance andis consideration of enhanced methodsgroup capital standards.


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Since the GSEs were placed into the conservatorship of FHFA in 2008, there has been debate regarding the roles of the GSEs, the federal government and private capital in the U.S. housing finance system. The federal government currently plays a dominant role in the U.S. housing finance system through the GSEs and the FHA, VA and Ginnie Mae. There is broad policy consensus on the need for private capital to play a larger role and government credit risk to be reduced. However, to date there has been a lack of consensus with regard to the specific changes necessary to return a larger role for private capital and reduce the role of government. The size, complexity and centrality of the GSEs to the current housing finance system and the importance of housing to the economy make the transition to any new housing finance system difficult.
GSE and secondary market reform proposals put forward since 2008 include the nearly complete privatization and elimination of the role of the GSEs, recapitalization of the GSEs, and a number of alternatives that combine a federal role with private capital, some of which eliminate the GSEs and others of which envision an on-going role for the GSEs. In 2011, the U.S. Department of the Treasury released a proposal to reform the U.S. housing finance market that included the substantial reduction of government's footprint in housing finance. In 2013, the Obama Administrationadministration issued a set of core principles for housing finance reform that was intended to ensure widespread access to 30-year fixed rate mortgages while phasing out the role of the GSEs in the housing finance system. In January 2015, the Obama Administrationadministration called for Congress to “wind down” the GSEs.
Several reform proposals have been considered by Congress. In 2013, the House Financial Services Committee passed H.R. 2767, “The Protecting American Taxpayers and Homeowners Act of 2013” (the “PATH Act”), a comprehensive secondary market reform plan that included a very limited risk-bearing role for government and the winding down of the GSEs. In 2014, the Senate Banking Committee passed S. 1217, “The Housing Finance Reform and Taxpayer Protection Act of 2014” (the “Reform Bill”). The Reform Bill would have created a general structure for comprehensive reform and transition, including the wind down of the GSEs and the creation of a new entity, the Federal Mortgage Insurance Corporation, or “FMIC.” Under the Reform Bill, private investors in single-family covered securities would have been required to hold a 10% first loss position before FMIC, in exchange for a fee, would insure the payment of principal and interest on the covered securities. While the bill explicitly provided a role for mortgage insurance on low down-payment loans, it did not recognize the loss protection provided by mortgage insurance toward the 10% first loss requirement.
In 2015,2016, neither Congress nor the Obama Administrationadministration took comprehensive action with respect to GSE reform. It is unclear to what extent the Trump administration will pursue GSE reform. Accordingly, the prospects for passage of housing
finance and GSE reform legislation remain uncertain. New federal legislation could reduce the level of private mortgage insurance coverage used by the GSEs as credit enhancement, eliminate the GSE charter requirement altogether or otherwise alter or eliminate the role of the GSEs, and thereby materially affectimpact Arch MI U.S.’s ability to compete, and the demand for its products.products, and its financial condition.

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As the regulator and conservator of the GSEs, FHFA has the authority to establish the priorities of the GSEs and to control and direct their operations. FHFA has made changes to the business and operations of the GSEs, in part under the direction of annual FHFA-developed strategic plans or scorecards for the conservatorship of the GSEs. The 20152016 strategic plan called for the contraction of the role of the GSEs and expansion of the role of private capital through a number of actions, including shrinking the portfolios of the GSEs and the expanded use of credit risk sharing with private market participants. FHFA’s 20162017 scorecard continues these priorities.
Arch MI U.S. competes with the single-family mortgage insurance programs of FHA, which is part of HUD. In January 2015, FHA reduced the annual mortgage insurance premium it charges from 1.35% of the loan amount to 0.85%. This premium reduction made private mortgage insurance less competitive with the FHA for borrowers with certain credit characteristics. In January 2017, FHA announced another premium reduction that would impact most borrowers. However, the new HUD commissioner indefinitely suspended this reduction pending further analysis. Further reductions will make private mortgage insurers less competitive with respect to certain borrowers. In July 2013, the House Financial Services Committee passed the PATH Act, which contained extensive reforms to FHA, and the Senate Banking Committee passed “The FHA Solvency Act of 2013.” Despite areas of similarity, there were significant differences between the House and Senate proposed reforms. The prospects for passage of FHA reform legislation are uncertain. If FHA reform were to raise FHA premiums, tighten FHA credit guidelines, make other changes which make lender use of the FHA less attractive, or implement credit risk sharing between the FHA and private mortgage insurers, these changes may be beneficial to Arch MI U.S. However, there can be no assurance that any FHA reform legislation will be enacted into law, and what provisions may be contained in any final legislation, if any.
We are unable to predict whether any of these proposed laws and regulations will be adopted, the form in which any such laws and regulations would be adopted, or the effect, if any, these developments would have on our operations and financial condition. See “—U.S. Insurance Regulation—General.”
Basel III. In 1988, the Basel Committee on Banking Supervision developed the Basel Capital Accord (“Basel I”), which set out international benchmarks for assessing banks' capital adequacy requirements. In 2005, the Basel Committee issued an update


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to Basel I (“Basel II”), which, among other things, governs the capital treatment of mortgage insurance purchased by domestic and international banks in respect of their origination and securitization activities. In 2013, Federal banking agencies approved new capital regulations implementing in the United States the Basel III international agreement on capital standards (“Basel III”). These regulations include an “Advanced Approach” which is only applicable to the very largest banking organizations and other financial companies determined to be “systemically important.” The final regulations also includedSmaller banking companies (generally with assets less than $250 billion) are subject to a simpler framework for smaller banking companies called the “Standardized Approach.” The Standardized Approach is generally applicable to banking companies with less than $250 billion in assets. The Basel III regulations also restrict the instruments that can count toward meeting the capital requirements, thereby placing greater emphasis on common equity and retained earnings.
TheBanks that use the Advanced Approach framework utilizesutilize proprietary models to determine thetheir capital requirements under stress, and include specific capital requirements for covered entities. Pursuant to these models, covered companies will determine for each type of mortgagemortgages held in portfolio based on such factors as the probability of default, the loss to the bank in the event of a default, and the bank’s exposure at default. The data must be based on highly stressed economic conditions. The existence of mortgage insurance may be factored into these models, and may result in a lower capital requirement for certain classes of mortgage loans. However, the degree to which mortgage insurance will reducereduces capital requirements depends on the characteristics of the loans and regulatory approval of the methodology used by the banking companies. Therefore, the full extent to which mortgage insurance will reducereduces capital requirements under this approach is uncertain.
Under the Standardized Approach, the capital treatment of mortgage loans is essentially unchanged from Basel II. Prudently underwritten first mortgage loans will continue to generally receive a risk weight of 50%. The existence of mortgage insurance will compensate for an original loan-to-value ratio of less than 90%. If a mortgage is originated with a loan-to-value ratio that is greater than 90%, it will not be considered to be prudently underwritten unless the loan is protected by mortgage insurance or other credit support, such as readily marketable collateral.
In December 2014, the Basel Committee issued a new proposal to make further revisions in the Basel III capital rules. Among other things, the new proposal would have introduced a table of risk weights for residential mortgages ranging from 25% to 100% based on the loan-to-value ratio. The Basel Committee issued a revised proposed revision to the Standardized Approach in December 2015. Comments2015 with comments due in March 2016. In September 2016, the heads of state represented on the revised proposal are due March 11, 2016.Basel Committee released a statement reiterating their support for the revisions, including the changes to the capital charges for mortgage loans.
Under both the Advanced and Standardized Approaches, the risk weight for mortgage servicing assets held by banks is sharply increased, and mortgage servicing assets above certain levels must be deducted from capital. Since a significant
percentage of the mortgages insured by the mortgage insurance industry are serviced by banks or bank-owned mortgage

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companies, these changes could cause shifts in the amounts of mortgages serviced by banks and bank affiliates or subsidiaries relative to non-banking organizations. It is difficult to predict the impact these shifts may have on the quality of the servicing of insured mortgages or the ultimate impact on the mortgage insurance industry.
In addition to new capital standards, the Basel III international accord also calls upon the international banking regulators to impose minimum liquidity requirements on banking institutions. In September 2014, Federalfederal banking agencies finalized a regulation implementing this new Basel III liquidity requirement by prescribing a “liquidity coverage ratio” or “LCR.” The LCR will be phased-inwas phased in over a two year period that began on January 1, 2015.
The LCR requires covered banking organizations (those with $50 billion or more in assets) to maintain sufficient amounts of high quality liquid assets to withstand a specified run on the institution during a period of severe economic stress. Mortgages and mortgage-related securities are not considered to be high quality liquid assets under this test. Therefore, covered banks may decide to reduce their mortgage loan portfolios in order to replace these assets with investments that meet the definition of high quality liquid assets. We cannot predict what, if any, effect this may have on the demand for mortgage insurance.
United Kingdom Insurance Regulation
General. The Financial Services Authority (the “FSA”), which on April 1, 2013 was replaced by the Prudential Regulation Authority (“PRA”) and the Financial Conduct Authority (“FCA”), regulated regulate insurance and reinsurance companies and firms carrying on insurance mediation activities operating in the U.K. under the Financial Services and Markets Act 2000 (the “FSMA”). In May 2004, Arch Insurance Company Europe was licensed and authorized by the FSA. It holdsgranted the relevant permissions for the classes of insurance business which it underwrites in the U.K. In 2009, AUAL was licensed and authorized by the FSArelevant U.K. regulator and the Lloyd’s Franchise Board. AUALBoard and holds the relevant permissions for the classes of insurance business which are underwritten in the U.K. by Arch Syndicate 2012. Arch Syndicate 2012 has one member, Arch Syndicate Investments Ltd. (“ASIL”). All U.K. companies are also subject to a range of statutory provisions, including the laws and regulations of the Companies Act 2006 (as amended) (the “U.K. Companies Act”).
The objectives of the PRA are to promote the safety and soundness of all firms it supervises and to secure an appropriate degree of protection for policyholders. The objectives of the FCA are to ensure customers receive financial services and products that meet their needs, to promote sound financial systems and markets and to ensure that firms are stable and resilient with transparent pricing information and which compete effectively and have the interests of their customers and the integrity of the market at the heart of how they run their


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business. The PRA has responsibility for the prudential regulation of banks and insurers, while the FCA has responsibility for the conduct of business regulation in the wholesale and retail markets. The PRA and the FCA adopt separate methods of assessing regulated firms on a periodic basis. Arch Insurance Europe and AUAL are subject to periodic assessment by the PRA along with all regulated firms. Arch Insurance Company Europe and AUAL are subject to regulation by both the PRA and FCA.

Lloyd’s Supervision. The operations of AUAL and related Arch Syndicate 2012 and its corporate member, ASIL, are subject to the byelaws and regulations made by (or on behalf of) the Council of Lloyd’s, and requirements made under those byelaws. The Council of Lloyd’s, established in 1982 by Lloyd’s Act 1982, has overall responsibility and control of Lloyd’s. Those byelaws, regulations and requirements provide a framework for the regulation of the Lloyd’s market, including specifying conditions in relation to underwriting and claims operations of Lloyd’s participants. Lloyd’s is also subject to the provisions of the FSMA. Lloyd's is authorized by the PRA and regulated by the PRA and FCA. Those entities acting within the Lloyd’s market are required to comply with the requirements of the FSMA and provisions of the PRA’s or FCA's rules, although the PRA has delegated certain of its powers, including some of those relating to prudential requirements, to Lloyd’s. ASIL, as a member of Lloyd’s, is required to contribute 0.5% of Arch Syndicate 2012’s premium income limit for each year of account to the Lloyd’s central fund. The Lloyd’s central fund is available if members of Lloyd’s assets are not sufficient to meet claims for which the member is liable. As a member of Lloyd’s, ASIL may also be required to contribute to the central fund by way of a supplement to a callable layer of up to 3% of Arch Syndicate 2012’s premium income limit for the relevant year of account. In addition, AUAL, on behalf of Arch Syndicate 2012, is approved to underwrite excess and surplus lines insurance in most states in the U.S. through Lloyd’s licenses. Such activities must be in compliance with the Lloyd’s requirements.

Financial Resources. A new European solvency framework and prudential regime for insurers and reinsurers, under the Solvency II Directive 2009/138/EC ("Solvency II"), took effect in full on January 1, 2016. See “European Union Insurance and Reinsurance Regulation—Insurance and Reinsurance Regulatory Regime” below for additional details.

Arch Insurance Company Europe and AUAL (on behalf of itself, Arch Syndicate 2012 and ASIL)2012) are each required to demonstrate the adequacy of its financial assets to the PRA. On a periodic basis, Arch Insurance Europe is required to provide the PRAmeet economic risk-based solvency requirements imposed under Solvency II. Solvency II, together with European Commission “delegated acts” and Lloyd’s with its own risk-based assessment of its capital needs, taking into

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account comprehensive risk factors, including market, credit, operational, liquidity and group risks to generate a revised calculation of its expected liabilities which, in turn, enable the PRA and Lloyd’s to provide individual capital guidance and requirements to Arch Insurance Europe. Arch Insurance Europe’s surplus is above the risk-based capital threshold as determinedissued by the PRA's individualEuropean Insurance and Occupational Pensions Authority ("EIOPA") sets out classification and eligibility requirements, including the features which capital assessment of Arch Insurance Europe. The PRA requires that Arch Insurance Europe maintain a margin of solvency calculation based on the classes of business for which it is authorized and within its premium income projections appliedmust display in order to its worldwide general business.qualify as regulatory capital.
Financial Services Compensation Scheme. The Financial Services Compensation Scheme (“FSCS”) is a scheme established under FSMA to compensate eligible policyholders of insurance companies who may become insolvent. The FSCS is funded by the levies that it has the power to impose on all insurers. Arch Insurance Europe could be required to pay levies to the FSCS.

Restrictions on Acquisition of Control. Under FSMA, the prior consent of the PRA or FCA, as applicable, is required, before any person can become a controller or increase its control over any regulated company, including Arch Insurance Company Europe and AUAL, or over the parent undertaking of any regulated company. Therefore, the PRA's or FCA's prior consent, as applicable, is required before any person can become a controller of ACGL. Prior consent is also required from Lloyd’s before any person can become a controller or increase its control over a corporate member or a managing agent or a parent undertaking of a corporate member or managing agent. A controller is defined for these purposes as a person who holds (either alone or in concert with others) 10% or more of the shares or voting power in the relevant company or its parent undertaking.

Restrictions on Payment of Dividends. Under English law, all companies are restricted from declaring a dividend to their shareholders unless they have “profits available for distribution.” The calculation as to whether a company has sufficient profits is based on its accumulated realized profits minus its accumulated realized losses. U.K. insurance regulatory laws do not prohibit the payment of dividends, but the PRA or FCA, as applicable, requires that insurance companies and insurance intermediaries maintain certain solvency margins and may restrict the payment of a dividend by Arch Insurance Company Europe, AUAL or ASIL. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Financial Condition, Liquidity and Capital Resources—Liquidity and Capital Resources” and note 22,23, “Statutory Information,” of the notes accompanying our financial statements.

European Union Considerations. Through their respective authorizations in the U.K., a Member State of the European Union (“EU”), Arch Insurance Company Europe’s and AUAL’s authorizations are recognized throughout the European Economic Area (“EEA”), subject only to certain notification and application requirements. This authorization enables Arch Insurance Company Europe and AUAL to exercise “passporting” rights which allows Arch Insurance Company Europe and AUAL to establish a branch in any other Member State of the EU, where such entity will be subject to the insurance regulations of each such Member State with respect to the conduct of its business in such Member State, but remain subject only to the financial and operational supervision by the PRA or FCA (as applicable). The framework for the


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establishment of branches in Member States of the EU other than the U.K. was generally set forth, and remains subject to, directives adopted by the Council, the legislative body of the EU, which directives are then implemented in each Member State. Arch Insurance Company Europe currently has branches in Germany, Italy, Spain and SwedenDenmark and may establish branches in other Member States of the EU in the future. Further, through its authorizations in an EU Member State,passporting rights, Arch Insurance Company Europe and AUAL have the freedom to provide insurance services anywhere in the EEA subject to compliance with certain rules governing such provision, including notification to the PRA or FCA, as applicable.
A new European solvency framework and prudential regime for insurers and reinsurers, underFollowing the Solvency II Directive 2009/138/EC ("Solvency II"referendum in June 2016 in which a majority of voting U.K. citizens voted in favor of the U.K. leaving the EU (“Brexit”), took effectthe U.K. withdrawal from the EU will lead to a loss of passporting rights for financial institutions in full on January 1, 2016. Arch Insurance Company Europe, AUALthe U.K., except to the extent that any aspect of the regime is preserved in a separate agreement between the EU and Syndicate 2012 are requiredthe U.K. See “Risks Relating to comply with Solvency II requirements. See “European Union Insurance and Reinsurance Regulation—Insurance and Reinsurance Regulatory Regime” belowOur Industry” under “Risk Factors” for additional details.details on the potential impact of Brexit.
Canada Insurance Regulation
Arch Insurance Canada and Arch Re Canada are subject to federal, as well as provincial and territorial, regulation in Canada. The Office of the Superintendent of Financial Institutions (“OSFI”) is the federal regulatory body that, under the Insurance Companies Act (Canada), regulates federal Canadian and non-Canadian insurance/reinsurance companies operating in Canada. Arch Insurance Canada and Arch Re Canada are subject to regulation in the provinces and territories in which they underwrite insurance/reinsurance, and the primary goal of insurance/reinsurance regulation at the provincial and territorial levels is to govern the market conduct of insurance/reinsurance companies. Arch Insurance Canada is

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licensed to carry on insurance business by OSFI and in each province and territory. Arch Re Canada is licensed to carry-oncarry on reinsurance business by OSFI and in the provinces of Ontario and Quebec.
Under the Insurance Companies Act (Canada), Arch Insurance Canada is required to maintain an adequate amount of capital in Canada, calculated in accordance with a test promulgated by OSFI called the Minimum Capital Test, and Arch Re Canada is required to maintain an adequate margin of assets over liabilities in Canada, calculated in accordance with a test promulgated by OSFI called the Branch Adequacy of Assets Test. OSFI has implemented a risk-based methodology for assessing insurance/reinsurance companies operating in Canada known as its “Supervisory Framework.” In applying the Supervisory Framework, OSFI considers the inherent risks of the business and the quality of risk management for each significant activity of each operating entity. Under the Insurance Companies Act (Canada), approval of the Minister of Finance (Canada) is required in connection with certain acquisitions of shares of, or
control of, Canadian insurance companies such as Arch Insurance Canada, and notice to and/or approval of OSFI is required in connection with the payment of dividends by or redemption of shares by Canadian insurance companies such as Arch Insurance Canada.
Ireland Insurance and Reinsurance Regulation
General. The Central Bank of Ireland (“CBOI”) regulates insurance and reinsurance companies and intermediaries authorized in Ireland. Our three Irish operating subsidiaries are Arch Re Europe, Arch MI Europe and Arch Underwriters Europe. Arch Re Europe was licensed and authorized by the CBOI as a non-life reinsurer in October 2008 and as a life reinsurer in November 2009. Arch MI Europe was licensed and authorized by the CBOI as a non-life insurer in December 2011. Arch Underwriters Europe was registered by the CBOI as an insurance and reinsurance intermediary in July 2014. Arch Re Europe, Arch MI Europe and Arch Underwriters Europe are subject to the supervision of the CBOI and must comply with Irish insurance acts and regulations as well as with directions and guidance issued by the CBOI.
Arch Re Europe and Arch MI Europe are required to comply with Solvency II requirements. See “European Union Insurance and Reinsurance Regulation—Insurance and Reinsurance Regulatory Regime” below for additional details. As an intermediary, Arch Underwriters Europe is subject to a different regulatory regime and is not subject to solvency capital rules, but must comply with requirements such as to maintain professional indemnity insurance and to have directors that are fit and proper. Our Irish subsidiaries are also subject to the general body of Irish company laws and regulations including the provisions of the Companies Act 2014.
Financial Resources. Arch Re Europe and Arch MI Europe are required to meet economic risk-based solvency requirements imposed under Solvency II. Solvency II, together with European Commission “delegated acts” and guidance issued by the European Insurance and Occupational Pensions Authority ("EIOPA")EIOPA sets out classification and eligibility requirements, including the features which capital must display in order to qualify as regulatory capital.
Restrictions on Acquisitions. Under Irish law, the prior consent of the CBOI is required before any person can acquire or increase a qualifying holding in an Irish insurer or reinsurer, including Arch MI Europe and Arch Re Europe, or their parent undertakings. A qualifying holding is defined for these purposes as a direct or indirect holding that represents 10% or more of the capital of, or voting rights, in the undertaking or makes it possible to exercise a significant influence over the management of the undertaking.
Restrictions on Payment of Dividends. Under Irish company law, Arch Re Europe, Arch MI Europe and Arch Underwriters Europe are permitted to make distributions only out of profits


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available for distribution. A company’s profits available for distribution are its accumulated, realized profits, so far as not previously utilized by distribution or capitalization, less its accumulated, realized losses, so far as not previously written off in a reduction or reorganization of capital duly made. Further, the CBOI has powers to intervene if a dividend payment were to lead to a breach of regulatory capital requirements. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—FinancialOperations-Financial Condition, Liquidity and Capital Resources—LiquidityResources-Liquidity and Capital Resources” and note 22,23, “Statutory Information,” of the notes accompanying our financial statements.
European Union Considerations. As Arch Re Europe, Arch MI Europe and Arch Underwriters Europe are authorized by the CBOI in Ireland, a Member State of the EU, those authorizations are recognized throughout the EEA. Subject only to certain notification and application requirements, Arch Re Europe, Arch MI Europe and Arch Underwriters Europe can provide services, or establish a branch, in any other Member State of the EEA. Although, in doing so, they may be subject to the laws of such Member States with respect to the conduct of business in such Member State, company law registrations and other matters, they will remain subject to financial and operational supervision by the CBOI only. Arch Re

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Accident & Health ApS (“Arch Re Denmark”) is an underwriting agency underwriting accident and health business for Arch Re Europe in Denmark. Arch Re Europe also has a branch in the U.K., which underwrites non-life reinsurance risk for Arch Re Europe. Finally, Arch Re Europe also has a branch outside the EEA, Arch Reinsurance Europe Designated Activity Company, Dublin (Ireland), Zurich Branch (“Arch Re Europe Swiss Branch”).
As part of its application for registration, Arch Underwriters Europe requested the CBOI to make the necessary notifications to permit it to provide insurance and reinsurance intermediary services in all EEA Member States. In 2015, Arch Underwriters Europe established a branchcurrently has branches in the following EU countries: U.K., Italy, Finland and Cyprus.
Switzerland Reinsurance Regulation
In December 2008, Arch Re Europe opened Arch Re Europe Swiss Branch as a branch office. As Arch Re Europe is domiciled outside of Switzerland and its activities are limited to reinsurance, the Arch Re Europe Swiss Branch in Switzerland is not required to be licensed by the Swiss insurance regulatory authorities.
In August 2014, Arch Underwriters Europe opened a branch office in Zurich (“Arch Underwriters Europe Swiss Branch”) to render reinsurance advisory services to certain group companies. Arch Underwriters Europe Swiss Branch is registered with the commercial register of the Canton of Zurich. Since its activities are limited to advisory services for reinsurance matters, the Arch Underwriters Europe Swiss
Branch is not required to be licensed by the Swiss insurance regulatory authorities.
European Union Insurance and Reinsurance Regulation
Insurance and Reinsurance Regulatory Regime. Solvency II took effect in full on January 1, 2016. Solvency II is a new regulatory regime which imposes economic risk-based solvency requirements across all EU Member States and consists of three pillars: Pillar I-quantitative capital requirements, based on a valuation of the entire balance sheet; Pillar II-qualitative regulatory review, which includes governance, internal controls, enterprise risk management and supervisory review process; and Pillar III-market discipline, which is accomplished through reporting of the insurer’s financial condition to regulators and the public. Solvency II is supplemented by European Commission Delegated Regulation (EU) 2015/35 (the “Delegated Regulation”), other European Commission “delegated acts” and binding technical standards, and guidelines issued by EIOPA. The Delegated Regulation sets out more detailed requirements for individual insurance and reinsurance undertakings, as well as for groups, based on the overarching provisions of Solvency II, which together make up the core of the single prudential rulebook for insurance and reinsurance undertakings in the EU.
ReinsurersInsurers and reinsurers established in a Member State of the EU have the freedom to establish branches in and provide services to all EEA states. Arch Insurance Company Europe and AUAL, being established in the U.K. and authorized by the PRA and FCA, are able, subject to regulatory notifications and there being no objection from the relevant U.K. regulator, and the Member States concerned, to establish branches and provide insurance and reinsurance services in all EEA Member States. Equally, Arch Re Europe and Arch MI Europe, being established in Ireland and authorized by the CBOI to write reinsurance, isare able, subject to similar regulatory notifications and there being no objection from the CBOI and the Member States concerned, to establish branches and provide reinsurance services in otherall EEA states.
Solvency II does not prohibit EEA insurers from obtaining reinsurance from reinsurers licensed outside the EEA, such as Arch Re Bermuda. As such, and subject to the specific rules in particulareach Member States,State, Arch Re Bermuda may do business from Bermuda with insurers in EEA Member States, but it may not directly operate its reinsurance business within the EEA. Article 172 of Solvency II provides that reinsurance contracts concluded by insurance undertakings in the EEA with reinsurers having their head office in a country whose solvency regime has been determined to be equivalent to Solvency II shall be treated in the same manner as reinsurance contracts with undertakings in the EEA authorized under Solvency II. On November 26, 2015, the European Commission determined thatIn this regard, with effect from January 1, 2016, the supervisory regime, including the solvency regime, in Bermuda ishas been determined to be equivalent to that laid down in Solvency II, except in relation to captives and special purpose insurers. This decision is subject toSolvency II also includes specific measures providing for the approval of the European Parliament and the Council of the EU who have up to three months to exercise their right of objection, with the possibility to extend this period for another period of three months. Following the expiry of the objection period, or indication of no objection , the decision will be published and enter into force with effect from January 1, 2016.
A European Commission Delegated Decision has already granted provisional equivalence to the solvency regimes of certain countries, including Bermuda (except for Bermuda's rules on captives), for a period of ten years, effective from 1

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January 2016.  The finding
supervision of provisionalinsurance and reinsurance groups. However, as a consequence of the above determination of equivalence, enables EU insurers with subsidiaries in Bermuda to calculate the subsidiaries’ capital using the solvency rules in Bermuda, subject to certain conditions. However, it does not require that reinsurance contracts concluded by insurers inregulators within the EEA with reinsurers having their head office in Bermuda be treated in the same manner as reinsurance contracts with EEA authorized reinsurers. If Bermuda is granted full equivalence, the provisional equivalence decision will be amendedare required to no longer refer to Bermuda. 
Unless agreement is reached to accord Bermuda based reinsurers equal treatmentrely on the basis of the equivalent nature of Bermuda regulation, each individual EEA Member State may impose conditions on reinsurance provided by Bermuda based reinsurers which could restrict their future provision of reinsurance to the EEA Member State concerned. A number of EEA Member States currently restrict the extent to which Bermudian reinsurers may promote their services in those Member States, and a few have certain prohibitions on the purchase of insurance from reinsurers not authorized in the EEA.
Dubai Reinsurance Regulation
In April 2015, the agreement for us to acquire complete ownership and effective control of Gulf Re was approvedgroup-wide supervision exercised by the Dubai Financial Services Authority (“DFSA”). Gulf Re is a limited liability company incorporated in the Dubai International Financial Centre (“DIFC”), a free zone specializing in wholesale financial services.  The DIFC is situated in the Emirate of Dubai in the United Arab Emirates. Gulf Re is licensed to “Carry out Contracts of (Re)insurance” and “Effect Contracts of (Re)insurance” in respect of general insurance lines. Gulf Re is overseen by the DFSA and is subject to the laws of the DIFC. Gulf Re is not subject to insurance or financial regulation by the United Arab Emirates. As a (re)insurer licensed in the DIFC (a wholesale financial services market), Gulf Re is authorized to insure direct risks situated in the DIFC, but can only reinsure risks situated in the rest of the United Arab Emirates. In respect of risks situated outside of the United Arab Emirates, Gulf Re is authorized to insure or reinsure risks provided that doing so is not in breach of local regulation.BMA.

TAX MATTERS

The following summary of the taxation of ACGL and the taxation of our shareholders is based upon current law and is for general information only. Legislative, judicial or administrative changes may be forthcoming that could affect this summary.
The following legal discussion (including and subject to the matters and qualifications set forth in such summary) of certain tax considerations (a) under “—Taxation of ACGL—Bermuda” and “—Taxation of Shareholders—Bermuda Taxation” is based upon the advice of Conyers Dill & Pearman Limited, Hamilton, Bermuda and (b) under “—Taxation of ACGL—UnitedACGL-United States,” “—Taxation of Shareholders—UnitedShareholders-United States Taxation,” “—Taxation of Our U.S. Shareholders” and “—United States Taxation of Non-U.S. Shareholders” is based upon the advice of Cahill Gordon & Reindel LLP, New York, New York (the advice of such firms does not include accounting matters, determinations or conclusions relating to the business or activities of ACGL). The summary is based upon current law and is for general information only. The tax treatment of a holder of our shares (common sharescommon or series C non-cumulative preferred shares),shares, or of a person treated as a holder of our shares for U.S. federal income, state, local or non-U.S. tax purposes, may vary depending on the holder’s particular tax situation. Legislative, judicial or administrative changes or interpretations may be forthcoming that could be retroactive and could affect the tax consequences to us or to holders of our shares.

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Taxation of ACGL
Bermuda
. Under current Bermuda law, ACGL is not subject to tax on income or profits, withholding, capital gains or capital transfers. ACGL has obtained from the Minister of Finance under the Exempted Undertakings Tax Protection Act 1966 an assurance that, in the event that Bermuda enacts legislation imposing tax computed on profits, income, any capital asset, gain or appreciation, or any tax in the nature of estate duty or inheritance, the imposition of any such tax shall not be applicable to ACGL or to any of our operations or our shares, debentures or other obligations until March 31, 2035. We could be subject to taxes in Bermuda after that date. This assurance will be subject to the proviso that it is not to be construed so as to prevent the application of any tax or duty to such persons as are ordinarily resident in Bermuda (we are not so currently affected) or to prevent the application of any tax payable in accordance with the provisions of the Land Tax Act 1967 or otherwise payable in relation to any property leased to us or our insurance subsidiary. We pay annual Bermuda government fees,
and our Bermuda insurance and reinsurance subsidiary pays annual insurance license fees. In addition, all entities employing individuals in Bermuda are required to pay a payroll tax and other sundry taxes payable, directly or indirectly, to the Bermuda government.
United States
. ACGL and its non-U.S. subsidiaries intend to conduct their operations in a manner that will not cause them to be treated as engaged in a trade or business in the United States and, therefore, will not be required to pay U.S. federal income taxes (other than U.S. excise taxes on insurance and reinsurance premium and withholding taxes on dividends and certain other U.S. source investment income). However, because definitive identification of activities which constitute being engaged in a trade or business in the U.S. is not provided by the Internal Revenue Code of 1986, as amended (the “Code”), or regulations or court decisions, there can be no assurance that the U.S. Internal Revenue Service (“IRS”) will not contend successfully that ACGL or its non-U.S. subsidiaries are or have been engaged in a trade or business in the United States. A foreign corporation deemed to be so engaged would be subject to U.S. income tax, as well as the branch profits tax, on its income, which is treated as effectively connected with the conduct of that trade or business unless the corporation is entitled to relief under the permanent establishment provisions of a tax treaty. Such income tax, if imposed, would be based on effectively connected income computed in a manner generally analogous to that applied to the income of a domestic corporation, except that deductions and credits generally are not permitted unless the foreign corporation has timely filed a U.S. federal income tax return in accordance with applicable regulations. Penalties may be assessed for failure to file tax returns. The 30% branch profits tax is imposed on net income after subtracting the regular corporate tax and making certain other adjustments.
Under the income tax treaty between Bermuda and the United States (the “Treaty”), ACGL's Bermuda insurance subsidiaries will be subject to U.S. income tax on any insurance premium income found to be effectively connected with a U.S. trade or business only if that trade or business is conducted through a permanent establishment in the United States. No regulations interpreting the Treaty have been issued. While there can be no assurances, ACGL does not believe that any of its Bermuda insurance subsidiaries has a permanent establishment in the United States. Such subsidiaries would not be entitled to the benefits of the Treaty if (i) 50% or less of ACGL's shares were beneficially owned, directly or indirectly, by Bermuda residents or U.S. citizens or residents, or (ii) any such subsidiary's income were used in substantial part to make disproportionate distributions to, or to meet certain liabilities to, persons who are not Bermuda residents or U.S. citizens or residents. While there can be no assurances, ACGL believes that its Bermuda insurance subsidiaries are eligible for Treaty benefits.


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The Treaty clearly applies to premium income, but may be construed as not protecting investment income. If ACGL’s Bermuda insurance subsidiaries were considered to be engaged in a U.S. trade or business and were entitled to the benefits of the Treaty in general, but the Treaty were not found to protect investment income, a portion of such subsidiaries’ investment income could be subject to U.S. federal income tax.
Non-U.S. insurance companies carrying on an insurance business within the United States have a certain minimum amount of effectively connected net investment income, determined in accordance with a formula that depends, in part, on the amount of U.S. risk insured or reinsured by such companies. If any of ACGL's non-U.S. insurance subsidiaries is considered to be engaged in the conduct of an insurance business in the United States, a significant portion of such company's investment income could be subject to U.S. income tax.

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Non-U.S. corporations not engaged in a trade or business in the United States are nonetheless subject to U.S. income tax on certain “fixed or determinable annual or periodic gains, profits and income” derived from sources within the United States as enumerated in Section 881(a) of the Code (such as dividends and certain interest on investments), subject to exemption under the Code or reduction by applicable treaties.
The United States also imposes an excise tax on insurance and reinsurance premiums paid to non-U.S. insurers or reinsurers with respect to risks located in the United States. The rates of tax, unless reduced by an applicable U.S. tax treaty, are 4% for non-life insurance premiums and 1% for life insurance and all reinsurance premiums.
United Kingdom
. Our U.K. subsidiaries are companies incorporated and have their central management and control in the U.K., and are therefore resident in the U.K. for corporation tax purposes. As a result, they will be subject to U.K. corporation tax on their respective worldwidetrading profits. The U.K. branches of Arch Re Europe U.K. Branchand Arch Underwriters Europe will be subject to U.K. corporation tax on the profits (both income profits and chargeable gains) attributable to theeach branch. The main rate of U.K. corporation tax for the financial year starting April 1, 20152016 is 20% on profits. It has been announced that the U.K. corporation tax rate for the financial year starting April 1, 20162017 will be 20%19% on profits.
Canada
In January 2005, Arch Insurance received its federal license to commence underwriting in Canada and began writing business in the first quarter of 2005 through its branch operation. Effective January 1, 2013, the branch operation was domesticated into. Arch Insurance Canada, a Canadian federal insurance company, subsidiary of Arch Insurance.commenced underwriting in 2013. Arch Re U.S., through a branch, commenced underwriting reinsurance in Canada in January 2015. Arch Insurance Canada is taxed on its worldwide income. Arch Re U.S. is taxed on its net business income earned in Canada. The general federal corporate income tax rate in Canada is currently 15%. Provincial and territorial corporate income tax rates are added to the general federal
corporate income tax rate and generally vary between 11% and 16%.
Ireland
Arch Re Europe was licensed and authorized by the CBOI as a non-life reinsurer in October 2008 and as a life reinsurer in November 2009. Arch MI Europe was licensed and authorized by the CBOI as a non-life insurer in 2011. Arch Underwriters Europe Limited was registered by the CBOI as an insurance and reinsurance intermediary in July 2014.. Each of Arch Re Europe, Arch MI Europe and Arch Underwriters Europe is incorporated and resident in Ireland for corporation tax purposes and will be subject to Irish corporate tax on its worldwide profits, including the profits of the branches of Arch Re Europe Swiss Branch and its U.K. branch and Arch Underwriters Europe Swiss Branch.Europe. Any creditable foreign tax (i.e., Swiss or U.K.) payable will be creditable against Arch Re Europe’s Irish corporate tax liability on the results of Arch Re Europe’s Swiss and U.K. branches with the same principle applied to Arch Underwriters Europe Swiss Branch.Europe’s branches. The current rate of Irish corporation tax applicable to such profits is 12.5%.
Switzerland
. Arch Re Europe Swiss Branch and Arch Underwriters Europe Swiss Branch are subject to Swiss corporation tax on the profit which is allocated to the branch. The effective tax rate is approximately 21.12% for Swiss federal, cantonal and communal corporation taxes on the profit. The effective tax rate of the annual cantonal and communal capital taxes on the equity which is allocated to Arch Re Europe Swiss Branch and Arch Underwriters Europe Swiss Branch is approximately 0.17%.
Denmark
. Arch Re Denmark, established as a subsidiary of Arch Re Bermuda, is subject to Danish corporation taxes on its profits at a rate of 25% for 2013 and the preceding years. The corporate tax rate was reduced to 24.5% for 2014, to 23.5% for 2015 and to 22% for 2016 and onwards.

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Taxation of Shareholders
The following summary sets forth certain United States federal income tax considerations related to the purchase, ownership and disposition of our common shares and our series C non-cumulative preferred shares (“preferred shares”). Unless otherwise stated, this summary deals only with shareholders (“U.S. Holders”) that are United States Persons (as defined below) who hold their common shares and preferred shares as capital assets and as beneficial owners. The following discussion is only a general summary of the United States federal income tax matters described herein and does not purport to address all of the United States federal income tax consequences that may be relevant to a particular shareholder in light of such shareholder’s specific circumstances. In addition, the following summary does not describe the United States federal income tax consequences that may be relevant to certain types of shareholders, such as banks, insurance companies, regulated investment companies, real estate investment trusts, financial asset securitization investment trusts, dealers in securities or traders that adopt a mark-to-market method of tax accounting, tax exempt organizations, expatriates or persons who hold the common shares or preferred shares as part of a hedging or conversion transaction or as part of a straddle, who may be subject to special rules or treatment under the Code. This discussion is based upon the Code, the Treasury regulations


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promulgated there under and any relevant administrative rulings or pronouncements or judicial decisions, all as in effect on the date of this annual report and as currently interpreted, and does not take into account possible changes in such tax laws or interpretations thereof, which may apply retroactively. This discussion does not include any description of the tax laws of any state or local governments within the United States, or of any foreign government, that may be applicable to our common shares or preferred shares or the shareholders. Persons considering making an investment in the common shares or preferred shares should consult their own tax advisors concerning the application of the United States federal tax laws to their particular situations as well as any tax consequences arising under the laws of any state, local or foreign taxing jurisdiction prior to making such investment.
If a partnership holds our common shares or preferred shares, the tax treatment of a partner will generally depend upon the status of the partner and the activities of the partnership. If you are a partner of a partnership holding our common shares or preferred shares, you should consult your tax advisor.
For purposes of this discussion, the term “United States Person” means:
a citizen or resident of the United States,
a corporation or entity treated as a corporation created or organized in or under the laws of the United States, any state thereof, or the District of Columbia,
an estate the income of which is subject to United States federal income taxation regardless of its source,
a trust if either (x) a court within the United States is able to exercise primary supervision over the administration of such trust and one or more United States persons have the authority to control all substantial decisions of such trust or (y) the trust has a valid election in effect to be treated as a United States person for U.S. federal income tax purposes or
any other person or entity that is treated for U.S. federal income tax purposes as if it were one of the foregoing.
Bermuda Taxation
Bermuda. Currently, there is no Bermuda withholding tax on dividends paid by us.

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United States Taxation
United States—Taxation of Dividends. The preferred shares should be properly classified as equity rather than debt for U.S. federal income tax purposes. Subject to the discussions below relating to the potential application of the CFC, “related person insurance income” (“RPII”) and PFIC rules, as defined below, cash distributions, if any, made with respect to our common shares or preferred shares will constitute dividends for U.S. federal income tax purposes to the extent paid out of our current or accumulated earnings and profits (as computed using U.S.
tax principles). If a U.S. Holder of our common shares or our preferred shares is an individual or other non-corporate holder, dividends paid, if any, to that holder that constitute qualified dividend income generally will be taxable at the rate applicable for long-term capital gains (generally up to 20%), provided that such person meets a holding period requirement. Generally in order to meet the holding period requirement, the United States Person must hold the common shares for more than 60 days during the 121-day period beginning 60 days before the ex-dividend date and must hold preferred shares for more than 90 days during the 181-day period beginning 90 days before the ex-dividend date. Dividends paid, if any, with respect to common shares or preferred shares generally will be qualified dividend income, provided the common shares or preferred shares are readily tradable on an established securities market in the U.S. in the year in which the shareholder receives the dividend (which should be the case for shares that are listed on the NASDAQ Stock Market or the New York Stock Exchange) and ACGL is not considered to be a passive foreign investment company in either the year of the distribution or the preceding taxable year. No assurance can be given that the preferred shares will be considered readily tradable on an established securities market in the United States. See “—Taxation of Our U.S. Shareholders” below.
A U.S. Holder that is an individual, estate or a trust that does not fall into a special class of trusts that is exempt from such tax, will be subject to a 3.8% tax on the lesser of (1) the U.S. Holder’s “net investment income” for the relevant taxable year and (2) the excess of the U.S. Holder’s modified adjusted gross income for the taxable year over a certain threshold (which in the case of individual will be between $125,000 and $250,000, depending on the individual’s circumstances). A U.S. Holder’s net investment income will generally include its dividend income and its net gains from the disposition of our common shares and preferred shares, unless such dividend income or net gains are derived in the ordinary course of the conduct of a trade or business (other than a trade or business that consists of certain passive or trading activities).
Distributions with respect to the common shares and the preferred shares will not be eligible for the dividends received deduction allowed to U.S. corporations under the Code. To the extent distributions on our common shares and preferred shares exceed our earnings and profits, they will be treated first as a return of the U.S. Holder's basis in our common shares and our preferred shares to the extent thereof, and then as gain from the sale of a capital asset.
United States—Sale, Exchange or Other Disposition. Subject to the discussions below relating to the potential application of the CFC, RPII and PFIC rules, holders of common shares and preferred shares generally will recognize capital gain or loss for U.S. federal income tax purposes on the sale, exchange or disposition of common shares or preferred shares, as applicable.


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United States—Redemption of Preferred Shares. A redemption of the preferred shares will be treated under section 302 of the Code as a dividend if we have sufficient earnings and profits, unless the redemption satisfies one of the tests set forth in section 302(b) of the Code enabling the redemption to be treated as a sale or exchange, subject to the discussion herein relating to the potential application of the CFC, RPII and PFIC rules. Under the relevant Code section 302(b) tests, the redemption should be treated as a sale or exchange only if it (1) is substantially disproportionate, (2) constitutes a complete termination of the holder's stock interest in us or (3) is “not essentially equivalent to a dividend.” In determining whether any of these tests are met, shares considered to be owned by the holder by reason of certain constructive ownership rules set forth in the Code, as well as shares actually owned, must generally be taken into account. It may be more difficult for a United States Person who owns, actually or constructively by operation of the attribution rules, any of our other shares to satisfy any of the above requirements. The determination as to whether any of the alternative tests of section 302(b) of the Code is satisfied with respect to a particular holder of the preference shares depends on the facts and circumstances as of the time the determination is made.

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Taxation of Our U.S. Shareholders
Controlled Foreign Corporation Rules
. Under our bye-laws, the 9.9% voting restriction applicable to the Controlled Shares of a U.S. Person (as defined in our bye-laws) generally does not apply to certain of our investors. Depending upon the ownership of these investors and as a result of certain attribution rules, we and our foreign subsidiaries could be controlled foreign corporations (“CFCs”). That status as a CFC would not cause us or any of our subsidiaries to be subject to U.S. federal income tax. Such status also would have no adverse U.S. federal income tax consequences for any U.S. Holder that is considered to own less than 10% of the total combined voting power of our shares or those of our foreign subsidiaries. Only U.S. Holders that are considered to own 10% or more of the total combined voting power of our shares or those of our foreign subsidiaries (taking into account shares actually owned by such U.S. Holder as well as shares attributed to such U.S. Holder under the Code or the regulations there under) (a “10% U.S. Voting Shareholder”) would be affected by our status as a CFC. The preferred shares generally should not be considered voting stock for purposes of determining whether a United States Person would be a 10% U.S. Voting Shareholder. The shares may, however, become entitled to vote (as a class along with any other class of preferred shares of ACGL then outstanding) for the election of two additional members of the board of directors of ACGL if ACGL does not declare and pay dividends for the equivalent of six or more dividend periods. In such case, the preferred shares should be treated as voting stock for as long as such voting rights continue. Our bye-laws are intended to prevent any U.S. Holder from being considered a 10% U.S. Voting Shareholder by limiting the votes conferred by the
Controlled Shares (as defined in our bye-laws) of any U.S. Person to 9.9% of the total voting power of all our shares entitled to vote. However, because under our bye-laws certain funds associated with Warburg Pincus LLC and Hellman & Friedman LLC generally are entitled to vote their directly owned common shares in full, a U.S. Holder that is attributed (under the Code or the regulations there under) common shares owned by such funds may be considered a 10% U.S. Voting Shareholder. If we are a CFC, a U.S. Holder that is considered a 10% U.S. Voting Shareholder would be subject to current U.S. federal income taxation (at ordinary income tax rates) to the extent of all or a portion of the undistributed earnings and profits of ACGL and our subsidiaries attributable to “subpart F income” (including certain insurance premium income and investment income) and may be taxable at ordinary income tax rates on any gain realized on a sale or other disposition (including by way of repurchase or liquidation) of our shares to the extent of the current and accumulated earnings and profits attributable to such shares.
While our bye-laws are intended to prevent any member from being considered a 10% U.S. Voting Shareholder (except as described above), there can be no assurance that a U.S. Holder will not be treated as a 10% U.S. Voting Shareholder, by attribution or otherwise, under the Code or any applicable regulations there under.
Related Person Insurance Income Rules
. Generally, we do not expect the gross RPII (related person insurance income) of any of our non-U.S. subsidiaries to equal or exceed 20% of its gross insurance income in any taxable year for the foreseeable future and do not expect the direct or indirect insureds (and related persons) of any such subsidiary to directly or indirectly own 20% or more of either the voting power or value of our stock. Consequently, we do not expect any U.S. person owning common shares or preferred shares to be required to include in gross income for U.S. federal income tax purposes RPII income, but there can be no assurance that this will be the case.
Section 953(c)(7) of the Code generally provides that Section 1248 of the Code (which generally would require a U.S. Holder to treat certain gains attributable to the sale, exchange or disposition of common shares or preferred shares as a dividend) will apply to the sale or exchange by a U.S. shareholder of shares in a foreign corporation that is characterized as a CFC under the RPII rules if the foreign corporation would be taxed as an insurance company if it were a domestic corporation, regardless of whether the U.S. shareholder is a 10% U.S. Voting Shareholder or whether the corporation qualifies for either the RPII 20% ownership exception or the RPII 20% gross income exception. Although existing U.S. Treasury Department (“Treasury”) regulations do not address the question, proposed Treasury regulations issued in April 1991 create some ambiguity as to whether Section 1248 and the requirement to file Form 5471 would apply when the foreign corporation has a foreign insurance subsidiary that is a


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CFC for RPII purposes and that would be taxed as an insurance company if it were a domestic corporation. We believe that Section 1248 and the requirement to file Form 5471 will not apply to a less than 10% U.S. Shareholder because ACGL is not directly engaged in the insurance business. There can be no assurance, however, that the IRS will interpret the proposed regulations in this manner or that the Treasury will not take the position that Section 1248 and the requirement to file Form 5471 will apply to dispositions of our common shares or our preferred shares.

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If the IRS or Treasury were to make Section 1248 and the Form 5471 filing requirement applicable to the sale of our shares, we would notify shareholders that Section 1248 of the Code and the requirement to file Form 5471 will apply to dispositions of our shares. Thereafter, we would send a notice after the end of each calendar year to all persons who were shareholders during the year notifying them that Section 1248 and the requirement to file Form 5471 apply to dispositions of our shares by U.S. Holders. We would attach to this notice a copy of Form 5471 completed with all our information and instructions for completing the shareholder information.
Tax-Exempt Shareholders
. Tax-exempt entities may be required to treat certain Subpart F insurance income, including RPII, that is includible in income by the tax-exempt entity as unrelated business taxable income. Prospective investors that are tax exempt entities are urged to consult their tax advisors as to the potential impact of the unrelated business taxable income provisions of the Code.
Passive Foreign Investment Companies
. Sections 1291 through 1298 of the Code contain special rules applicable with respect to foreign corporations that are “passive foreign investment companies” (“PFICs”). In general, a foreign corporation will be a PFIC if 75% or more of its income constitutes “passive income” or 50% or more of its assets produce passive income. If we were to be characterized as a PFIC, U.S. Holders would be subject to a penalty tax at the time of their sale of (or receipt of an “excess distribution” with respect to) their common shares or preferred shares. In general, a shareholder receives an “excess distribution” if the amount of the distribution is more than 125% of the average distribution with respect to the shares during the three preceding taxable years (or shorter period during which the taxpayer held the stock). In general, the penalty tax is equivalent to an interest charge on taxes that are deemed due during the period the shareholder owned the shares, computed by assuming that the excess distribution or gain (in the case of a sale) with respect to the shares was taxable in equal portions throughout the holder’s period of ownership. The interest charge is equal to the applicable rate imposed on underpayments of U.S. federal income tax for such period. A U.S. shareholder may avoid some of the adverse tax consequences of owning shares in a PFIC by making a qualified electing fund (“QEF”) election. A QEF election is revocable
only with the consent of the IRS and has the following consequences to a shareholder:
For any year in which ACGL is not a PFIC, no income tax consequences would result.
For any year in which ACGL is a PFIC, the shareholder would include in its taxable income a proportionate share of the net ordinary income and net capital gains of ACGL and certain of its non-U.S. subsidiaries.
The PFIC statutory provisions contain an express exception for income “derived in the active conduct of an insurance business by a corporation which is predominantly engaged in an insurance business…” This exception is intended to ensure that income derived by a bona fide insurance company is not treated as passive income, except to the extent such income is attributable to financial reserves in excess of the reasonable needs of the insurance business. The PFIC statutory provisions contain a look-through rule that states that, for purposes of determining whether a foreign corporation is a PFIC, such foreign corporation shall be treated as if it “received directly its proportionate share of the income” and as if it “held its proportionate share of the assets” of any other corporation in which it owns at least 25% of the stock. We believe that we are not a PFIC, and we will use reasonable best efforts to cause us and each of our majority owned non-U.S. insurance subsidiaries not to constitute a PFIC. In April 2015, the IRS issued proposed regulations in an attempt to define the foreign insurance company exception to the PFIC rules (the “proposed PFIC insurance regulations”). Although the proposed PFIC insurance regulations are not effective until finalized, it is possible that, if finalized in their current form, the regulations could be interpreted to heighten the risk that one of our subsidiaries could be considered a PFIC.
No regulations interpreting the substantive PFIC provisions have yet been finalized. It is possible that the regulations interpreting the PFIC provisions will be issued in the future and contain rules different from those in the proposed PFIC insurance regulations. Each U.S. Holder should consult its own tax advisor as to the effects of these rules.
Proposed Legislation
. On November 19, 2013, Senate Finance Committee then-Chairman Max Baucus (D-MT) released a tax reform discussion draft on international tax issues. A provision in the discussion draft would change the definition of a U.S. shareholder for CFC purposes and overhaul the PFIC rules, including eliminating the PFIC exception for certain insurance companies.rules. On February 26, 2014, the House Ways and Means Committee Chairman Dave Camp published a tax reform

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proposal titled “Tax Reform Act of 2014,” which was subsequently introduced to the Congress on December 11, 2014. TheBoth the Baucus draft and the Camp bill containscontain a provision that would significantly modify the PFIC exception for certain insurance companies. On June 25, 2015, U.S. Senator Ron Wyden, a member of the U.S. Senate Finance Committee, introduced the “Offshore


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Reinsurance Tax Fairness Act” that provides a “bright line” annual test for a foreign company seeking to qualify as an insurance company for purposes of the insurance company exception to the PFIC rules.
Prospective investors should consult their own tax advisor regarding the likelihood that the provisions in these discussion drafts, tax reform proposal and proposed legislation are enacted and any effect of such provisions.
United States Taxation of Non-U.S. Shareholders
Taxation of Dividends
. Cash distributions, if any, made with respect to common shares or preferred shares held by shareholders who are not United States Persons (“Non-U.S. holders”) generally will not be subject to United States withholding tax.
Sale, Exchange or Other Disposition
. Non-U.S. holders of common shares or preferred shares generally will not be subject to U.S. federal income tax with respect to gain realized upon the sale, exchange or other disposition of such shares unless such gain is effectively connected with a U.S. trade or business of the Non-U.S. holder in the United States or such person is present in the United States for 183 days or more in the taxable year the gain is realized and certain other requirements are satisfied.
Information Reporting and Backup Withholding
. Non-U.S. holders of common shares or preferred shares will not be subject to U.S. information reporting or backup withholding with respect to dispositions of common shares effected through a non-U.S. office of a broker, unless the broker has certain connections to the United States or is a United States person. No U.S. backup withholding will apply to payments of dividends, if any, on our common shares or our preferred shares.
Sections 1471 through 1474 to the Code, known as the Foreign Account Tax Compliance Act (“FATCA”), impose a withholding tax of 30% on (i) U.S.-source interest, dividends and certain other types of income, and (ii) the gross proceeds from the sale or disposition of assets which produce such types of income, which are received by a foreign financial institution (“FFI”), unless such FFI enters into an agreement with the IRS to obtain certain information as to the identity of the direct and indirect owners of accounts in such institution. In addition, a 30% withholding tax may be imposed on the above payments to certain non-financial foreign entities which do not (i) certify to each respective withholding agent that they have no “substantial U.S. owners” (i.e., a U.S. 10% direct or indirect shareholder), or (ii) provide such withholding agent with the certain information as to the identity of such substantial U.S. owners. The United States is in the process of negotiating intergovernmental agreements to implement FATCA (“IGAs”) with a number of jurisdictions. Bermuda has signed an IGA
with the United States. Different rules than those described above may apply under such an IGA.
Withholding on U.S.-source interest, dividends and certain other types of income applies from July 1, 2014, and withholding on gross proceeds will apply beginning on January 1, 2019. Prospective investors are urged to consult their own tax advisors as to the filing and information requirements that may be imposed on them in respect of their ownership of our common share or preferred shares.
Other Tax Laws
. Shareholders should consult their own tax advisors with respect to the applicability to them of the tax laws of other jurisdictions.



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ITEM 1A. RISK FACTORS

Set forth below are risk factors relating to our business. You should also refer to the other information provided in this report, including our “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and our accompanying consolidated financial statements, as well as the information under the heading “Cautionary Note Regarding Forward-Looking Statements.”

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Risks Relating to Our Industry
We operate in a highly competitive environment, and we may not be able to compete successfully in our industry.
The insurance and reinsurance industry is highly competitive. We compete with major U.S. and non-U.S. insurers and reinsurers, many of which have greater financial, marketing and management resources than we do, as well as other potential providers of capital willing to assume insurance and/or reinsurance risk. We also compete with new companies that continue to be formed to enter the insurance and reinsurance markets. In addition, continued consolidation within the insurance and reinsurance industry will further enhance the already competitive underwriting environment. These consolidated entities may use their enhanced market power and broader capital base to negotiate price reductions for products and services that compete with ours, and we may experience rate declines and possibly write less business. In our insurance business, we compete with insurers that provide specialty property and casualty lines of insurance, including Alleghany Corporation, Allied World Assurance Company, Ltd., American Financial Group, Inc., American International Group, Inc., AXIS Capital Holdings Limited, Berkshire Hathaway, Inc., Chubb Limited, CNA Financial Corp., Endurance Specialty Holdings Ltd., The Hartford Financial Services Group, Inc., HCC Insurance Holdings, Inc., Ironshore Inc., Liberty Mutual Insurance, Lloyd’s, Markel Insurance Company, RLI Corp., Tokio Marine HCC, The Travelers Companies, W.R. Berkley Corp., XL Group plcLtd and Zurich Insurance Group. In our reinsurance business, we compete with reinsurers that provide property and casualty lines of reinsurance, including Alleghany Corporation, Argo International Holdings, Ltd., AXIS Capital Holdings Limited, Berkshire Hathaway, Inc., Chubb Limited, Endurance Specialty Holdings Ltd., Everest Re Group Ltd., Hannover Rückversicherung AG, Lloyd’s, Markel Global Reinsurance, Munich Re Group, PartnerRe Ltd., RenaissanceRe Holdings Ltd., SCOR Global P&C, SCOR Global Life, Swiss Reinsurance Company, Third Point Reinsurance Ltd., Validus Holdings Ltd. and XL Group plc.Ltd. We do not believe that we do not have a significant market share in any of our property and casualty markets.
Financial institutions and other capital markets participants also offer alternative products and services similar to our own or alternative products that compete with insurance and reinsurance products, such as insurance/risk-linked securities, catastrophe bonds and derivatives. In recent years, capital market participants have been increasingly active in the reinsurance market and markets for related risks. Certain of the new companies entering the insurance and reinsurance markets are pursuing more aggressive investment strategies than do we and other traditional reinsurers, which may result in further downward pressure on premium rates. In this regard, we co-sponsored Watford Re, a newly formed property and casualty reinsurer, in 2014. We perform underwriting services and HighbridgeHPS manages the investments, seeking higher yields and potentially assuming more risk than in our investment portfolio. If the investment and/or insurance underwriting strategies are not successful, we may be exposed to a risk of loss on our investment and in respect of the reinsurance cessions. In addition, we may not be aware of other companies that may be planning to enter the segments of the insurance and reinsurance market in which we operate.
Our competitive position is based on many factors, including our perceived overall financial strength, ratings assigned by independent rating agencies, geographic scope of business, client and broker relationships, premiums charged, contract terms and conditions, products and services offered (including the ability to design customized programs), appropriate and timely claim payments, reputation, experience and qualifications of employees and local presence. We may not be successful in competing with others on any of these bases, and the intensity of competition in our industry may erode profitability and result in less favorable policy terms and conditions for insurance and reinsurance companies generally, including us.
In our U.S. mortgage business, we compete with sixfive active U.S. mortgage insurers, which include the mortgage insurance subsidiaries of Essent Group Ltd., Genworth Financial Inc., MGIC Investment Corporation, NMI Holdings Inc., and Radian Group Inc. and United Guaranty Corporation.We believe that we have a significant market share in the mortgage insurance market following the closing of the UGC acquisition. The level of competition within the private mortgage insurance industry has been intense and is not expected to diminish. In response to competitive pressures, among other factors, we reduced certain premium rates in 2015. In addition to pricing, we compete with other private mortgage insurers on the basis of underwriting guidelines, loss mitigation practices, financial strength, reputation, customer relationships, technology, service and other factors. One or more private mortgage insurers may seek increased market share by reducing


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pricing, or loosening their underwriting guidelines or practices, which could adversely affect our mortgage insurance operations. Competition within the private mortgage insurance industry could result in the loss of customers, lower premiums, riskier credit guidelines and other changes that could lower our revenues or increase our expenses.
The mortgage insurance industry’s business has been limited as a result of competition with the FHA,Federal Housing Administration (“FHA”), which substantially increased its market share beginning in 2008. In January 2015, FHA reduced the annual mortgage insurance premium it charges from 1.35% of the loan amount to 0.85%. This premium reduction made private mortgage insurance

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less competitive with the FHA for borrowers with certain credit characteristics. In January 2017, FHA announced another premium reduction that would impact most borrowers. However, the new HUD commissioner indefinitely suspended this reduction pending further analysis. Further reductions will make private mortgage insurers less competitive with respect to certain borrowers. Other factors that could cause FHA to maintain or increase its share of the mortgage insurance market include: a further reduction in the premiums charged, or a shortening of the duration for which premiums are charged, for government mortgage insurance or a loosening of underwriting guidelines; imposition of additional loan level fees by the government sponsored entities (“GSEs”), Fannie Mae and Freddie Mac, on loans that require mortgage insurance; increases in GSE guaranty fees and the difference in the spread between Fannie Mae residential mortgage-backed securities (“MBS”) and Ginnie Mae MBS;residential mortgage-backed securities; and the implementation of new regulations under the Dodd-Frank Wall Street Reform and Consumer Protection Act of 2010 and the Basel III Rules.Rules (as defined herein).
If the FHA or other government-sponsored mortgage insurance programs maintain or increase their share of the mortgage insurance market, our mortgage insurance business could be adversely affected. In addition to FHA and other federal mortgage insurance programs, lenders and investors may select other alternatives to private mortgage insurance, including: state-supported mortgage insurance funds in several states; lenders and other investors holding mortgages in portfolio and self-insuring; investors using credit enhancements other than mortgage insurance, using other credit enhancements in conjunction with reduced levels of mortgage insurance coverage, or accepting credit risk without credit enhancement; and lenders originating mortgages using “piggy-back” structures to avoid mortgage insurance, such as a first mortgage with an 80% loan-to-value and a second mortgage with a 10%, 15% or 20% loan-to-value (referred to as 80-10-10, 80-15-5 or 80-20 loans, respectively) rather than a first mortgage with a 90%, 95% or 100% loan-to-value that has mortgage insurance.
Arch MI U.S. and other private mortgage insurers increasingly compete with well capitalized multiline reinsurers and capital
markets alternatives to private mortgage insurance. In 2015,2016, the GSEs expanded their respective mortgage credit risk transfer programs, which led to increased opportunities for multiline property/casualty reinsurers (including, among others, PartnerRe Ltd., Transatlantic Reinsurance Company, Everest Re Group Ltd. and RenaissanceRe Holdings Ltd.) and capital markets participants. Certain primary mortgage insurers use reinsurance as a form of capital relief. This has attracted additional reinsurers into the market and we are seeing increased competition as a result.
For other U.S. risk sharing products and non-U.S. mortgage insurance opportunities, we have also seen increased competition from well capitalized and highly rated multiline reinsurers. It is our expectation that the depth and capacity of competitors from this segment will continue to increase over the next several years as more credit risk is borne by private capital.
Any alternatives to private mortgage insurance that develop could adversely affect our operations. Any failure by us to effectively compete within and outside the mortgage insurance industry could adversely affect our financial condition and results of operations.
The insurance and reinsurance industry is highly cyclical, and we expect to continue to experience periods characterized by excess underwriting capacity and unfavorable premium rates.
Historically, insurers and reinsurers have experienced significant fluctuations in operating results due to competition, frequency of occurrence or severity of catastrophic events, levels of capacity, general economic conditions, changes in equity, debt and other investment markets, changes in legislation, case law and prevailing concepts of liability and other factors. In particular, demand for reinsurance is influenced significantly by the underwriting results of primary insurers and prevailing general economic conditions. The supply of insurance and reinsurance is related to prevailing prices and levels of surplus capacity that, in turn, may fluctuate in response to changes in rates of return being realized in the insurance and reinsurance industry on both underwriting and investment sides. As a result, the insurance and reinsurance business historically has been a cyclical industry characterized by periods of intense price competition due to excessive underwriting capacity as well as periods when shortages of capacity permitted favorable premium levels and changes in terms and conditions. The supply of insurance and reinsurance has increased over the past several years and may increase further, either as a result of capital provided by new entrants or by the commitment of additional capital by existing insurers or reinsurers. Continued increases in the supply of insurance and reinsurance may have consequences for us, including fewer contracts written, lower premium rates, increased expenses for


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customer acquisition and retention, and less favorable policy terms and conditions.

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Claims for catastrophic events could cause large losses and substantial volatility in our results of operations and could have a material adverse effect on our financial position and results of operations. As a result, the value of our securities, including our common shares and preferred shares, may fluctuate widely.
We have large aggregate exposures to natural and man-made catastrophic events. Catastrophes can be caused by various events, including hurricanes, floods, tsunamis, windstorms, earthquakes, hailstorms, tornados,tornadoes, explosions, severe winter weather, fires, droughts and other natural disasters. Catastrophes can also cause losses in non-property business such as workers'workers’ compensation or general liability. In addition to the nature of the property business, we believe that economic and geographic trends affecting insured property, including inflation, property value appreciation and geographic concentration tend to generally increase the size of losses from catastrophic events over time. Actual losses from future catastrophic events may vary materially from estimates due to the inherent uncertainties in making such determinations resulting from several factors, including the potential inaccuracies and inadequacies in the data provided by clients, brokers and ceding companies, the modeling techniques and the application of such techniques, the contingent nature of business interruption exposures, the effects of any resultant demand surge on claims activity and attendant coverage issues.
In addition, over the past several years, changing weather patterns and climatic conditions, such as global warming, have added to the unpredictability and frequency of natural disasters in certain parts of the world and created additional uncertainty as to future trends and exposures. Although the loss experience of catastrophe insurers and reinsurers has historically been characterized as low frequency, there is a growing consensus today that climate change increases the frequency and severity of extreme weather events and, in recent years, the frequency of major catastrophes appears to have increased. Claims for catastrophic events, or an unusual frequency of smaller losses in a particular period, could expose us to large losses and cause substantial volatility in our results of operations, which could have a material adverse effect on our ability to write new business and cause the value of our securities, including our common shares and preferred shares, to fluctuate widely.
We could face unanticipated losses from war, terrorism and political instability, and these or other unanticipated losses could have a material adverse effect on our financial condition and results of operations.
We have substantial exposure to unexpected, large losses resulting from future man-made catastrophic events, such as acts of war, acts of terrorism and political instability. These risks are inherently unpredictable. It is difficult to predict the timing
of such events with statistical certainty or estimate the amount of loss any given occurrence will generate. In certain instances, we specifically insure and reinsure risks resulting from acts of terrorism. Even in cases where we attempt to exclude losses from terrorism and certain other similar risks from some coverages written by us, we may not be successful in doing so. Moreover, irrespective of the clarity and inclusiveness of policy language, there can be no assurance that a court or arbitration panel will not limit enforceability of policy language or otherwise issue a ruling adverse to us. Accordingly, while we believe our reinsurance programs, together with the coverage provided under TRIPRA,the Terrorism Risk Insurance Act of 2002, as amended under the Terrorism Risk Insurance Extension Act of 2005 and the Terrorism Risk Insurance Program Reauthorization Act of 2007, and amended and extended again by the Terrorism Risk Insurance Program Reauthorization Act of 2015 (“TRIPRA”), are sufficient to reasonably limit our net losses relating to potential future terrorist attacks, we can offer no assurance that our available capital will be adequate to cover losses when they materialize. To the extent that an act of terrorism is certified by the Secretary of the Treasury and aggregate industry insured losses resulting from the act of terrorism exceeds the prescribed program trigger, our U.S. insurance operations may be covered under TRIPRA for up to 84% of their respective losses for 2016, 83% for 2017, 82% for 2018, 81% for 2019 and 80% for 2020, in each case subject to a mandatory deductible of 20% of our prior year’s direct earned premium for covered property and liability coverages. The program trigger for calendar year 20162017 is $120$140 million and will increase by $20 million per year until it becomes $200 million in 2020. If an act (or acts) of terrorism result in covered losses exceeding the $100 billion annual limit, insurers with losses exceeding their deductibles will not be responsible for additional losses. It is not possible to completely eliminate our exposure to unforecasted or unpredictable events, and to the extent that losses from such risks occur, our financial condition and results of operations could be materially adversely affected.

The insurance and reinsurance industry is subject to regulatory and legislative initiatives or proposals from time to time which could adversely affect our business.
From time to time, various regulatory and legislative changes have been proposed in the insurance and reinsurance industry. Among the proposals that are at present being considered are the possible introduction of global regulatory standards for the amount of capital that insurance groups must maintain across the group.
The extreme turmoil in the financial markets has increased the likelihood of changes in the way the financial services industry is regulated. Governmental authorities in the U.S. and worldwide have become increasingly interested in potential

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risks posed by the insurance industry as a whole, and to commercial and financial systems in general. While we cannot predict the exact nature, timing or scope of possible


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governmental initiatives, there may be increased regulatory intervention in our industry in the future. For example, the U.S. federal government has increased its scrutiny of the insurance regulatory framework in recent years, and some state legislators have considered or enacted laws that will alter and likely increase state regulation of insurance and reinsurance companies and holding companies. Moreover, the NAIC,National Association of Insurance Commissioners (“NAIC”), which is an association of the insurance commissioners of all 50 states and the District of Columbia, regularly reexamines existing laws and regulations. There are also a variety of proposals being considered by various state legislatures.
A new European solvency framework and prudential regime for insurers and reinsurers, under the Solvency II Directive 2009/138/EC ("(“Solvency II"II”), took effect in full on January 1, 2016. Solvency II imposes economic risk-based solvency requirements across all EU member states (“Member StatesState”) of the European Union (“EU”) and consists of three pillars: Pillar I-quantitative capital requirements, based on a valuation of the entire balance sheet; Pillar II-qualitative regulatory review, which includes governance, internal controls, enterprise risk management and supervisory review process; and Pillar III-market discipline, which is accomplished through reporting of the insurer’s financial condition to regulators and the public. Solvency II is supplemented by European Commission Delegated Regulation (EU) 2015/35 (the “Delegated Regulation”), other European Commission “delegated acts” and binding technical standards, and guidelines issued by EIOPA.European Insurance and Occupational Pensions Authority. The Delegated Regulation sets out more detailed requirements for individual insurance and reinsurance undertakings, as well as for groups, based on the overarching provisions of Solvency II, which together make up the core of the single prudential rulebook for insurance and reinsurance undertakings in the EU. Solvency II imposes significant requirements for our EU-based regulated companies which require substantial documentation and implementation effort.
The Bermuda Monetary Authority has also implemented and imposed additional requirements on the companies it regulates, such as Arch Re Bermuda, driven, in connection with Bermuda’s application to be recognized as fully equivalent with the regulatory standards applied to European reinsurance companies and insurance groups in accordance withlarge part, by Solvency II. In November 2015, theThe European Commission has adopted a Delegated Act whereby Bermuda’s prudential framework was determined to be fully equivalent todecision concluding that Bermuda meets the full equivalence criteria under Solvency II, regime. This Delegated Act is still subject to the approval of the European Parliament and the Council, who have up to three months to exercise their right of objection with the possibility of extending this period for a further three months.which became effective on January 1, 2016.
The U.S. mortgage insurance industry is subject to substantial federal and state regulation, which has increased in recent years. The U.S. mortgage insurance industry is also subject to increased federal and state regulatory scrutiny (including by state insurance regulatory authorities), which could generate new regulations, regulatory actions or investigations. Failure to comply with federal and state regulations promulgated by federal consumer protection authorities and state insurance regulatory authorities could lead to enforcement or disciplinary
action, including the imposition of penalties and the revocation of our authorization to operate.
Underwriting risks and reserving for losses are based on probabilities and related modeling, which are subject to inherent uncertainties.
Our success is dependent upon our ability to assess accurately the risks associated with the businesses that we insure and reinsure. We establish reserves for losses and loss adjustment expenses which represent estimates involving actuarial and statistical projections, at a given point in time, of our expectations of the ultimate settlement and administration costs of losses incurred. We utilize actuarial models as well as available historical insurance industry loss ratio experience and loss development patterns to assist in the establishment of loss reserves. Most or all of these factors are not directly quantifiable, particularly on a prospective basis, and the effects of these and unforeseen factors could negatively impact our ability to accurately assess the risks of the policies that we write. Changes in the assumptions used by these models or by management could lead to an increase in our estimate of ultimate losses in the future. In addition, there may be significant reporting lags between the occurrence of the insured event and the time it is actually reported to the insurer and additional lags between the time of reporting and final settlement of claims. Unfavorable development in any of these factors could cause the level of reserves to be inadequate. In addition, the estimation of loss reserves is also more difficult during times of adverse economic and market conditions due to unexpected changes in behavior of claimants and policyholders, including an increase in fraudulent reporting of exposures and/or losses, reduced maintenance of insured properties or increased frequency of small claims. Changes in the level of inflation also result in an increased level of uncertainty in our estimation of loss reserves. As a result, actual losses and loss adjustment expenses paid will deviate, perhaps substantially, from the reserve estimates reflected in our financial statements.

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If our loss reserves are determined to be inadequate, we will be required to increase loss reserves at the time of such determination with a corresponding reduction in our net income in the period in which the deficiency becomes known. It is possible that claims in respect of events that have occurred could exceed our claim reserves and have a material adverse effect on our results of operations, in a particular period, or our financial condition in general. As a compounding factor, although most insurance contracts have policy limits, the nature of property and casualty insurance and reinsurance is such that losses can exceed policy limits for a variety of reasons and could significantly exceed the premiums received on the underlying policies, thereby further adversely affecting our financial condition.



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As of December 31, 2015,2016, our consolidated reserves for unpaid losses and loss adjustment expenses, net of unpaid losses and loss adjustment expenses recoverable, were approximately $7.30$8.12 billion. Such reserves were established in accordance with applicable insurance laws and GAAP.U.S. generally accepted accounting principles (“U.S. GAAP”). Loss reserves are inherently subject to uncertainty. In establishing the reserves for losses and loss adjustment expenses, we have made various assumptions relating to the pricing of our reinsurance contracts and insurance policies and have also considered available historical industry experience and current industry conditions. Any estimates and assumptions made as part of the reserving process could prove to be inaccurate due to several factors, including the fact that relatively limited historical information has been reported to us through December 31, 2015.2016.
In accordance with mortgage insurance industry practice, we only establish loss reserves only for loans in our existing default inventory. Because our mortgage insurance reserving process does not take account of the impact of future losses from loans that are not in default, mortgage insurance loss reserves are not intended to be an estimate of total future losses. Our expectation of total future losses under our mortgage insurance policies in force at any period end is not reflected in our financial statements. In addition to establishing loss reserves for loans in default, under U.S. GAAP, we are required to establish a premium deficiency reserve for our mortgage insurance products if the amount of expected future losses for a particular product and maintenance costs for such product exceeds expected future premiums, existing reserves and the anticipated investment income. We evaluate whether a premium deficiency exists quarterly. There can be no assurance that premium deficiency reserves will not be required in future periods. If this were to occur, our results of operations and financial condition could be adversely affected.

The failure of any of the loss limitation methods we employ could have a material adverse effect on our financial condition or results of operations.
We seek to limit our loss exposure by writing a number of our reinsurance contracts on an excess of loss basis, adhering to maximum limitations on reinsurance written in defined geographical zones, limiting program size for each client and prudent underwriting of each program written. In the case of proportional treaties, we may seek per occurrence limitations or loss ratio caps to limit the impact of losses from any one or series of events. In our insurance operations, we seek to limit our exposure through the purchase of reinsurance. We cannot be certain that any of these loss limitation methods will be effective. We also seek to limit our loss exposure by geographic diversification. Geographic zone limitations involve significant underwriting judgments, including the determination of the area of the zones and the inclusion of a particular policy within a particular zone’s limits. There can be no assurance that various provisions of our policies, such as limitations or exclusions
from coverage or choice of forum, will be enforceable in the manner we intend, as it is possible that a court or regulatory authority could nullify or void an exclusion or limitation, or legislation could be enacted modifying or barring the use of these exclusions and limitations. Disputes relating to coverage and choice of legal forum may also arise. Underwriting is inherently a matter of judgment, involving important assumptions about matters that are inherently unpredictable and beyond our control, and for which historical experience and probability analysis may not provide sufficient guidance. One or more catastrophic or other events could result in claims that substantially exceed our expectations, or the protections set forth in our policies could be voided, which, in either case, could have a material adverse effect on our financial condition or our results of operations, possibly to the extent of eliminating our shareholders’ equity.
For our natural catastrophe exposed business, we seek to limit the amount of exposure we will assume from any one insured or reinsured and the amount of the exposure to catastrophe losses from a single event in any geographic zone. We monitor our exposure to catastrophic events, including earthquake and wind, and periodically reevaluate the estimated probable maximum pre-tax loss for such exposures. Our estimated probable maximum pre-tax loss is determined through the use of modeling techniques, but such estimate does not represent our total potential loss for such exposures. Our models employ both proprietary and vendor-based systems and include cross-line correlations for property, marine, offshore energy, aviation, workers compensation and personal accident. We seek to limit the probable maximum pre-tax

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loss to a specific level for severe catastrophic events. Currently, we seek to limit our 1-in-250 year return period net probable maximum loss from a severe catastrophic event in any geographic zone to approximately 25% of total shareholders’ equity. We reserve the right to change this threshold at any time. Net probable maximum loss estimates are net of expected reinsurance recoveries, before income tax and before excess reinsurance reinstatement premiums. Loss estimates are reflective of the zone indicated and not the entire portfolio. Since hurricanes and windstorms can affect more than one zone and make multiple landfalls, our loss estimates include clash estimates from other zones. Our loss estimates do not represent our maximum exposures and it is highly likely that our actual incurred losses would vary materially from the modeled estimates. There can be no assurances that we will not suffer pre-tax losses greater than 25% of our total shareholders'shareholders’ equity from one or more catastrophic events due to several factors, including the inherent uncertainties in estimating the frequency and severity of such events and the margin of error in making such determinations resulting from potential inaccuracies and inadequacies in the data provided by clients and brokers, the modeling techniques and the application of such techniques or as a result of a decision to change the percentage of shareholders'shareholders’ equity exposed to a single catastrophic event. Catastrophe modeling is a discipline that utilizes a mix


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of historical data, scientific theory and mathematical methods. We believe that there is considerable uncertainty in the data and parameter inputs for insurance industry catastrophe models. In that regard, there is no universal standard in the preparation of insured data for use in the models and the running of modeling software. In our view, the accuracy of the models depends heavily on the availability of detailed insured loss data from actual recent large catastrophes. Due to the limited number of events, there is significant potential for substantial differences between the modeled loss estimate and actual company experience for a single large catastrophic event. This potential difference could be even greater for perils with less modeled annual frequency, such as a U.S. earthquake, or less modeled annual severity, such as a European windstorm. We are also reliant upon third-party estimates of industry insured exposures, and there is significant variation possible around the relationship between our loss and that of the industry following a catastrophic event. In addition, actual losses may increase if our reinsurers fail to meet their obligations to us or the reinsurance protections purchased by us are exhausted or are otherwise unavailable. See “Risk Factors—RiskFactorsRisks Relating to Our Industry” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations—OperationsNatural and Man-Made Catastrophic Events.” Depending on business opportunities and the mix of business that may comprise our insurance and reinsurance portfolio, we may seek to adjust our self-imposed limitations on probable maximum pre-tax loss for catastrophe exposed business.
Adverse developments in the financial markets could have a material adverse effect on our results of operations, financial position and our businesses, and may also limit our access to capital; our policyholders, reinsurers and retrocessionaires may also be affected by such developments, which could adversely affect their ability to meet their obligations to us.
Adverse developments in the financial markets, such as disruptions, uncertainty or volatility in the capital and credit markets, may result in realized and unrealized capital losses that could have a material adverse effect on our results of operations, financial position and our businesses, and may also limit our access to capital required to operate our business. Depending on market conditions, we could incur additional realized and unrealized losses on our investment portfolio in future periods, which could have a material adverse effect on our results of operations, financial condition and business. Current economicEconomic conditions could also have a material impact on the frequency and severity of claims and therefore could negatively impact our underwriting returns. In addition, our policyholders, reinsurers and retrocessionaires may be affected by such developments in the financial markets, which could adversely affect their ability to meet their obligations to us. The volatility in the financial markets could continue to significantly affect our investment returns, reported results and shareholders’ equity.
Market developments and government actions regarding the sovereign debt crisis in Europe, particularly in Portugal, Ireland, Italy, Greece and Spain, could have a material adverse effect on our business, financial condition, results of operations and liquidity.
The global recession and disruption of the financial markets has led to concerns over access to capital markets and the solvency of EU Member States, including Portugal, Ireland, Italy, Greece and Spain and of financial institutions that have significant direct or indirect exposure to debt issued by, or the economies of, these countries. As of December 31, 2015,2016, our investment portfolio does not contain significant investments in government bonds issued by Portugal, Ireland, Italy, Greece and Spain or in financial institutions that have significant direct or indirect exposure to debt issued by, or the economies of, those countries (seecountries. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations- OperationsFinancial Condition, Liquidity and Capital Resources-Financial Condition-Investable Assets”).ResourcesFinancial ConditionInvestable Assets.” The continued uncertainty over the outcome of international financial support programs and the possibility that EU Member States may experience similar financial troubles could further disrupt global markets. Rating agency downgrades on certain European

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sovereign debt, as well as downgrades on certain European financial institutions, and growing concern of the potential default of government issuers or of a possible withdrawal by one or more EU Member States from the Eurozone and/or a break-up of the EU has further contributed to this uncertainty.
The United Kingdom’s referendum vote in favor of leaving the EU could adversely affect us.
At a referendum in June 2016, a majority of voting U.K. citizens voted in favor of the U.K. leaving the EU (“Brexit”). It is expected that the U.K. government will invoke Article 50 of the Treaty on European Union (“Article 50”) to withdraw from the EU by the end of March 2017. There is a significant degree of uncertainty regarding how negotiations relating to the U.K.’s withdrawal and its future relationship with the EU will be conducted, as well as the potential consequences of and precise time-frame for such withdrawal and negotiations of its future relationship with the EU and any transitional measures that may apply.  It is expected that the U.K.’s withdrawal from the EU will take place within two years of the U.K. government invoking Article 50. During this period and beyond, the impact of the U.K.’s withdrawal on the U.K. and European economies and the broader global economy could be significant, resulting in negative consequences, such as increased volatility and illiquidity, and potentially lower economic growth in various markets in the U.K., Europe and globally and could continue to contribute to instability in global financial and foreign exchange markets. Brexit could also have the effect of disrupting the free movement of goods, services and people between the U.K. and the EU. We anticipate that Brexit may disrupt our U.K. domiciled entities, including our Lloyd’s


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syndicate, and their ability to “passport” within the EU. Similarly, Brexit may disrupt the ability of our EU domiciled entities to access the U.K. markets. The full effects of Brexit are uncertain and will depend on any agreements the U.K. may make to retain access to EU markets.
The negative impact of these events on economic conditions and global markets could have an adverse effect on our business, financial condition and liquidity. For example, this crisis may cause the value of the European currencies, including the Euro and the British Pound Sterling, to further depreciate against the U.S. Dollar, which in turn could materially adversely impact Euro-denominated assets denominated in such currencies held in our investment portfolio or results of our European book of business. In addition, the applicable legal framework and the terms of our Euro-denominated insurance policies and reinsurance agreements generally do not address withdrawal by a member state from the Eurozone or a break-up of the EU, which could create uncertainty in our payment obligations and rights under those policies and agreements in the event that such a withdrawal or break-up does occur.
Additionally, a contagion effect of a possible default of one or more EU Member States and/or their withdrawal from the Eurozone, or the failure of financial institutions, on the global economy, including other EU Member States and our counterparties located in those countries, or a break-up of the EU could have a material adverse effect on our business, financial condition, results of operations and liquidity. As a result of Brexit, other European countries may seek to conduct referenda with respect to their continuing membership with the EU. Given these possibilities and others we may not anticipate, as well as the lack of comparable precedent, the full extent to which our business, results of operations and financial condition could be adversely affected by Brexit is uncertain.
The risk associated with underwriting treaty reinsurance business could adversely affect us.
Like other reinsurers, our reinsurance group does not separately evaluate each of the individual risks assumed under reinsurance treaties. Therefore, we are largely dependent on the original underwriting decisions made by ceding companies. We are subject to the risk that the ceding companies may not have adequately evaluated the risks to be reinsured and that the premiums ceded may not adequately compensate us for the risks we assume.
While reinsurance and retrocessional coverage will be used to limit our exposure to risks, the availability of such arrangements may be limited, and counterparty credit and other risks associated with our reinsurance arrangements may result in losses which could adversely affect our financial condition and results of operations.
For the purposes of managing risk, we use reinsurance and also may use retrocessional arrangements. In the normal course of business, our insurance subsidiaries cede a portion of their premiums through pro rata, excess of loss and facultative reinsurance agreements. Our reinsurance subsidiaries purchase a limited amount of retrocessional coverage as part of their aggregate risk management program. In addition, our reinsurance subsidiaries participate in “common account” retrocessional arrangements for certain pro rata treaties. Such arrangements reduce the effect of individual or aggregate losses to all companies participating on such treaties, including the reinsurers, such as our reinsurance subsidiaries, and the ceding company. The availability and cost of reinsurance and retrocessional protection is subject to market conditions, which are beyond our control. As a result of such market conditions and other factors, we may not be able to successfully mitigate risk through reinsurance and retrocessional arrangements.
Further, we are subject to credit risk with respect to our reinsurance and retrocessions because the ceding of risk to reinsurers and retrocessionaires does not relieve us of our liability to the clients or companies we insure or reinsure. We monitor the financial condition of our reinsurers and attempt to place coverages only with carriers we view as substantial and financially sound. Although we have not experienced any material credit losses to date, an inability of our reinsurers or retrocessionnairesretrocessionaires to meet their obligations to us could have a material adverse effect on our financial condition and results of operations. Our losses for a given event or occurrence may increase if our reinsurers or retrocessionaires dispute or fail to meet their obligations to us or the reinsurance or retrocessional protections purchased by us are exhausted or are otherwise unavailable for any reason. Our failure to establish adequate reinsurance or retrocessional arrangements or the failure of our existing reinsurance or retrocessional arrangements to protect us from overly concentrated risk exposure could adversely affect our financial condition and results of operations.
Our reliance on brokers subjects us to their credit risk.
In accordance with industry practice, we generally pay amounts owed on claims under our insurance and reinsurance contracts to brokers, and these brokers, in turn, pay these amounts to the clients that have purchased insurance or reinsurance from us. In some jurisdictions, if a broker fails to make such payment, we may remain liable to the insured or ceding insurer for the deficiency. Likewise, in certain jurisdictions, when the insured or ceding company pays the premiums for these contracts to brokers for payment to us, these premiums are considered to


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have been paid and the insured or ceding company will no longer be liable to us for those amounts, whether or not we have actually received the premiums from the broker. Consequently, we assume a degree of credit risk associated with our brokers. To date, we have not experienced any losses related to this credit risk.

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Unexpected political legislative or judicial developments related to coverage may adversely affect us.
The effects of emerging claims and coverage issues are uncertain. The insurance industry is also affected by political, judicial and legal developments whichthat have in the past resulted in new or expanded theories of liability. These or other changes could impose new financial obligations on us by extending coverage beyond our underwriting intent or otherwise require us to make unplanned modifications to the products and services that we provide, or cause the delay or cancellation of products and services that we provide. In some instances, these changes may not become apparent until sometime after we have issued insurance or reinsurance contracts that are affected by the changes. As a result, the full extent of liability under our insurance or reinsurance contracts may not be known for many years after a contract is issued. The effects of unforeseen developments or substantial government intervention could adversely impact our ability to achieve our goals.
The insurance businesses in which we operate may be subject to periodic negative publicity which may negatively impact our financial results.
Our products and services are ultimately distributed to individual and business customers. From time to time, consumer advocacy groups or the media may focus attention on insurance products and services, thereby subjecting the industry to periodic negative publicity. We also may be negatively impacted if competitors in one or more of our markets engage in practices resulting in increased public attention to our business. These factors may further increase our costs of doing business and adversely affect our profitability by impeding our ability to market our products and services, requiring us to change our products or services or by increasing the regulatory burdens under which we operate.
Changes in current accounting practices and future pronouncements may materially impact our reported financial results.
Developments in accounting practices for example a convergence of U.S. GAAP with IFRS, may require considerable additional expense to comply with, particularly if we are required to prepare information relating to prior periods for comparable purposes or to apply the new requirements retroactively. The impact of changes in current accounting practices and future pronouncements cannot be predicted, but may affect the results of our operations, including among other things, the calculation of net income.
Risks Relating to Our Company
The UGC acquisition, as well as any future acquisitions, growth of our operations through the addition of new lines of insurance or reinsurance business through our existing subsidiaries or through the formation of new subsidiaries, expansion into new geographic regions and/or joint ventures or partnerships expose us to risks.
We may in the future make acquisitions either of other companies or selected blocks of business, expand our business lines or enter into joint ventures. The UGC acquisition, as well as any future acquisitions, may expose us to challenges and risks, including: integrating financial and operational reporting systems and establishing satisfactory budgetary and other financial controls; funding increased capital needs, overhead expenses or cash flow shortages that may occur if anticipated sales and revenues are not realized or are delayed, whether by general economic or market conditions or unforeseen internal difficulties; obtaining management personnel required for expanded operations; obtaining necessary regulatory permissions; the value of assets acquired may be lower than expected or may diminish due to credit defaults or changes in interest rates and liabilities assumed may be greater than expected; the assets and liabilities we may acquire may be subject to foreign currency exchange rate fluctuation; and financial exposures in the event that the sellers of the entities we acquire are unable or unwilling to meet their indemnification, reinsurance and other obligations to us.
Our failure to manage successfully these operational challenges and risks may impact our results of operations. In addition, if the reserves established by us, as they relate to any acquired book of business, prove to be inadequate, then subject to whatever recourse we may have against the seller or reinsurers, we may be responsible for adverse development in such reserves.
We may fail to realize the growth prospects and other benefits anticipated as a result of the UGC acquisition.
The success of the UGC acquisition will depend, in part, on our ability to realize the anticipated business opportunities and growth prospects from acquiring UGC. We may never realize these business opportunities and growth prospects. Integrating UGC will require significant efforts and expenditures. Our management might have its attention diverted while trying to integrate operations and corporate and administrative infrastructures and the cost of integration may exceed our expectations. We may also be required to make unanticipated capital expenditures or investments in order to maintain, improve or sustain the acquired operations or take writeoffs or impairment charges and may be subject to unanticipated or unknown liabilities relating to UGC. We might experience increased competition that limits our ability to expand our business, and we might not be able to capitalize on expected


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business opportunities. It is possible that, we may determine to reduce certain types of businesses that UGC currently writes, which may result in lower revenues for us in the future. If any of these factors limit our ability to integrate UGC successfully or on a timely basis, the expectations of our future results of operations might not be met.
It is possible that the integration process could result in the loss of key employees, the disruption of each company’s ongoing businesses, tax costs or inefficiencies, or inconsistencies in standards, controls, information technology systems, procedures and policies, any of which could adversely affect our ability to achieve the anticipated benefits of the UGC acquisition and could harm our financial performance
The UGC acquisition may expose us to unknown liabilities.
Because we acquired all the outstanding equity interests of UGC, our acquisition will generally be subject to all of UGC’s liabilities. If there are unknown liabilities or other obligations, including contingent liabilities, our business could be materially affected. We may learn additional information about UGC that adversely affects us, such as unknown liabilities, issues that could affect our ability to comply with the Sarbanes-Oxley Act or issues that could affect our ability to comply with other applicable laws.
The ultimate performance of the Arch MI U.S. mortgage insurance portfolio remains uncertain.
Arch MI U.S. had risk in force inclusive of the UGC acquisition of approximately $59.7 billion, before external reinsurance, as of December 31, 2016, including $7.6 billion of risk in force originated in 2008 and prior. The presence of multiple higher-risk characteristics in a loan materially increases the likelihood of a claim on such a loan unless there are other characteristics to mitigate the risk.  The mix of business in our insured loan portfolio may affect losses and remain uncertain. 
The frequency and severity of claims we incur will be uncertain and will depend largely on general economic factors outside of our control, including, among others, changes in unemployment, home prices and interest rates in the U.S. Deteriorating economic conditions in the U.S. could adversely affect the performance of our acquired U.S. mortgage insurance portfolio and could adversely affect our results of operations and financial condition.
Generally, we cannot cancel mortgage insurance coverage or adjust renewal premiums during the life of a mortgage insurance policy. As a result, higher than anticipated claims generally cannot be offset by premium increases on policies in force or mitigated by our non-renewal or cancellation of insurance coverage. The premiums charged on the acquired UGC insured loan portfolio, and the associated investment income, may not
be adequate to compensate us for the risks and costs associated with the insurance coverage provided to customers.
We have incurred, and may continue to incur, acquisition-related integration costs in connection with the UGC acquisition which may be significant.
We are integrating UGC with our existing mortgage operations. Although we anticipate achieving synergies in connection with the UGC acquisition, we also expect to incur costs to implement such cost savings measures. We cannot identify the timing, nature and amount of all such charges as of the date of this report. The significant transaction costs and acquisition‑related integration costs could materially adversely affect our results of operations in the period in which such charges are recorded or our cash flow in the period in which any related costs are actually paid. Although we believe that the elimination of duplicative costs, as well as the realization of other efficiencies related to the integration of UGC, will offset incremental transaction and acquisition‑related costs over time, this net benefit may not be achieved in the near term, or at all. We have identified some, but not all, of the actions necessary to achieve our anticipated cost and operational savings. Accordingly, the cost and operational savings may not be achievable in our anticipated amount or timeframe or at all. Investors should not place undue reliance on the anticipated benefits of the UGC acquisition in making their investment decision.
The preparation of our financial statements requires us to make many estimates and judgments, which are even more difficult than those made in a mature company since relatively limited historical information has been reported to us through December 31, 2015.judgments.
The preparation of consolidated financial statements requires us to make many estimates and judgments that affect the reported amounts of assets, liabilities (including reserves), revenues and expenses, and related disclosures of contingent liabilities. On an ongoing basis, we evaluate our estimates, including those related to revenue recognition, insurance, reinsurance and other reserves, reinsurance recoverables, investment valuations, intangible assets, bad debts, income taxes, contingencies and litigation. We base our estimates on historical experience, where possible, and on various other assumptions that we believe to be reasonable under the circumstances, which form the basis for our judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. EstimatesWe employ a number of different reserving methods depending on the segment, the line of business, the availability of historical loss experience and judgments for a relatively new insurance and reinsurance company, likethe stability of that loss experience. Over time, we have given additional weight to our company, are even more difficulthistorical loss experience in our reserving process due to make than those made in a mature company since relatively limited historical information has been reported to us through December 31, 2015. Instead, our current loss reserves are primarily based on estimates of exposures on reported claims and estimates involving actuarial and statistical projectionsthe continuing maturation of our expectationsreserves, and the increased availability and credibility of the ultimate settlement and administration costs of claims incurred but not yet reported. We utilize actuarial models as well as historical insurance industry loss development patterns to establish our initial loss reserves. Over time, other common reserving methodologies have begun to be employed.experience. Actual claims and claim expenses paid may, and likely will, deviate, perhaps substantially, from the reserve estimates reflected in our financial statements.



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A downgrade in our ratings or our inability to obtain a rating for our operating insurance and reinsurance subsidiaries may adversely affect our relationships with clients and brokers and negatively impact sales of our products.
Our operating insurance and reinsurance subsidiaries are rated by ratings agencies. Third-party rating agencies, such as A.M. Best, assess and rate the financial strength of insurers and reinsurers based upon criteria established by the rating agencies, which criteria are subject to change. Ratings are an important factor in establishing the competitive position of

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insurance and reinsurance companies. Insureds, insurers, ceding insurers, brokers and reinsurance intermediaries use these ratings as one measure by which to assess the financial strength and quality of insurers and reinsurers. These ratings are often an important factor in the decision by an insured, ceding insurer, broker or intermediary of whether to place business with a particular insurance or reinsurance provider. Our
The financial strength ratings of our operating insurance and reinsurance subsidiaries are subject to periodic review as rating agencies evaluate us to confirm that we continue to meet their criteria for ratings assigned to us by them. Such ratings may be revised downward or revoked at the sole discretion of such ratings agencies in response to a variety of factors, including a minimum capital adequacy ratio, management, earnings, capitalization and risk profile. Following the closing of the UGC acquisition, all four of the major ratings agencies commented on the financial implications on ACGL. See “Business—Investments, Ratings, Competition, Enterprise Risk Management—Ratings.” We can offer no assurances that our ratings will remain at their current levels. levels or that any of our ratings which under review or watch by ratings agencies will remain unchanged.
A ratings downgrade or the potential for such a downgrade, or failure to obtain a necessary rating, could adversely affect our relationships with agents, brokers, wholesalers, intermediaries, clients and other distributors of our existing products and services, as well as new sales of our products and services. In addition, under certain of the reinsurance agreements assumed by our reinsurance operations, upon the occurrence of a ratings downgrade or other specified triggering event with respect to our reinsurance operations, such as a reduction in surplus by specified amounts during specified periods, our ceding company clients may be provided with certain rights, including, among other things, the right to terminate the subject reinsurance agreement and/or to require that our reinsurance operations post additional collateral. Any ratings downgrade or failure to obtain a necessary rating could adversely affect our ability to compete in our markets, could cause our premiums and earnings to decrease and have a material adverse impact on our financial condition and results of operations. In addition, a downgrade in ratings of certain of our operating subsidiaries would in certain cases constitute an event of default under our credit facilities. See “Management’s Discussion and Analysis
of Financial Condition and Results of Operations—Contractual Obligations and Commercial Commitments—Letter of Credit and Revolving Credit Facilities” for a discussion of our credit facilities.
In light of the difficulties experienced recently by many financial institutions, including our competitors in the insurance industry, we believe it is possible that rating agencies may heighten the level of scrutiny they apply when analyzing companies in our industry, may increase the frequency and scope of their reviews, may request additional information from the companies that they rate (including additional information regarding the valuation of investment securities held), and may adjust upward the capital and other requirements employed in their models for maintenance of certain rating levels.
Technology breaches or failures, including, but not limited to, those resulting from a malicious cyber attack on us or our business partners and service providers, could disrupt or otherwise negatively impact our business and/or expose us to litigation.
We rely on information technology systems to process, transmit, store and protect the electronic information, financial data and proprietary models that are critical to our business. Furthermore, a significant portion of the communications between our employees and our business partners and service providers depends on information technology and electronic information exchange. Like all companies, our information technology systems are vulnerable to data breaches, interruptions or failures due to events that may be beyond our control, including, but not limited to, natural disasters, power outages, theft, terrorist attacks, computer viruses, hackers, errors in usage and general technology failures. Additionally, our employees and vendors may use portable computers or mobile devices which may contain duplicate or similar information to that in our computer systems, and these devices can be stolen, lost or damaged. Security breaches could expose us to the loss or misuse of our information, litigation and potential liability. In addition, cyber incidents that impact the availability, reliability, speed, accuracy or other proper functioning of these systems could have a significant negative impact on our operations and possibly our results. An incident could also result in a violation of applicable privacy and other laws, damage our reputation, cause a loss of customers or give rise to monetary fines and other penalties, which could be significant.
We believe that we have established and implemented appropriate security measures, controls and procedures to safeguard our information technology systems and to prevent unauthorized access to such systems and any data processed and/or stored in such systems, and we periodically employ third parties to evaluate and test the adequacy of such systems, controls and procedures. In addition, we have established a comprehensive business continuity plan which is designed to ensure that we are able to maintain all aspects of our key business processes functioning in the midst of certain disruptive events, including any disruptions to or breaches of our information technology systems. Our business continuity plan is routinely tested and evaluated for adequacy. Despite these safeguards, disruptions to and breaches of our information technology systems are possible. Because we rely on our technology systems for many critical functions, including connecting with our customers, if such systems were to fail or become outmoded, we may experience a significant disruption in our operations and in the business we receive and process, which could adversely affect our results of operations and financial condition.
Although we have experienced no known or threatened cases involving unauthorized access to our information technology systems and data or unauthorized appropriation of such data to date, we have no assurance that such technology breaches will not occur in the future. It is possible that insurance policies we have in place with third parties would not

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entirely protect us in the event that we experienced a breach, interruption or widespread failure of our information technology systems.
Our success will depend on our ability to maintain and enhance effective operating procedures and internal controls and our ERM program.
Operational risk and losses can result from, among other things, fraud, errors, failure to document transactions properly or to obtain proper internal authorization, failure to comply with regulatory requirements, information technology failures, failure to appropriately transition new hires or external events. We continue to enhance our operating procedures and internal controls (including information technology initiatives and controls over financial reporting) to effectively support our business and our regulatory and reporting requirements. Our management does not expect that our disclosure controls or our internal controls will prevent all errors and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met. Further, the design of a control system must reflect the fact that there are resource constraints, and the benefits of controls must be considered relative to their costs. As a result of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and instances of fraud, if any, within the company have been detected. These inherent limitations include the realities that judgments in decision making can be faulty, and that breakdowns can occur because of simple error or mistake. Additionally, controls can be circumvented by the individual acts of some persons or by collusion of two or more people. The design of any system of controls also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance that any design will succeed in achieving its stated goals under all potential future conditions; over time, controls may become inadequate because of changes in conditions, or the degree of compliance with the policies or procedures may deteriorate. As a result of the inherent limitations in a cost-effectivecost‑effective control system, misstatement due to error or fraud may occur and not be detected. Accordingly, our disclosure controls and procedures are designed to provide reasonable, not absolute,


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assurance that our goals are met. Any ineffectiveness in our controls or procedures could have a material adverse effect on our business.
The NAIC has increased its focus on risks within an insurer’s holding company system that may pose enterprise risk to the insurer. In 2010, the NAIC adopted amendments to its Model Insurance Holding Company System Regulatory Act and Regulation, which include, among other amendments, a requirement for the ultimate controlling person to file an enterprise risk report. In 2012, the NAIC adopted the ORSA Model Act, which requires domestic insurers to maintain a risk management framework and establishes a legal requirement for domestic insurers to conduct an ORSA in accordance with the NAIC’s ORSA Guidance Manual. The ORSA Model Act also provides that, no more than once a year, an insurer’s domiciliary regulator may request that an insurer submit an ORSA summary report, or any combination of reports that together contain the information described in the ORSA Guidance Manual, applicable to the insurer and/or the insurance group of which it is a member. We operate within an ERM framework designed to assess and monitor our risks. However, there can be no assurance that we can effectively review and monitor all risks or that all of our employees will operate within the ERM framework. There can be no assurance that our ERM framework will result in us accurately identifying all risks and accurately limiting our exposures based on our assessments.
Our business is dependent upon insurance and reinsurance brokers and intermediaries, and the loss of important broker relationships could materially adversely affect our ability to market our products and services.
We market our insurance and reinsurance products primarily through brokers and intermediaries. We derive a significant portion of our business from a limited number of brokers. During 2015,2016, approximately 13.1%14.4% and 15.3%13.5% of our gross premiums written were generated from or placed by Aon Corporation and its subsidiaries and Marsh & McLennan Companies and its subsidiaries, respectively. No other broker and no one insured or reinsured accounted for more than 10% of gross premiums written for 2015.2016. Some of our competitors have higher financial strength ratings, offer a larger variety of products, set lower prices for insurance coverage, offer higher commissions and/or have had longer term relationships with the brokers we use than we have. This may adversely impact our ability to attract and retain brokers to sell our insurance products or brokers may increasingly promote products offered by other companies. The failure or inability of brokers to market our insurance products successfully, or loss of all or a substantial portion of the business provided by these brokers could have a material adverse impact on our business, financial condition and results of operations.
We could be materially adversely affected to the extent that managing general agents, general agents and other producers exceed their underwriting authorities or if our agents, our insureds or other third parties commit fraud or otherwise breach obligations owed to us.
For certain business conducted by our insurance group, following our underwriting, financial, claims and information technology due diligence reviews, we authorize managing general agents, general agents and other producers to write business on our behalf within underwriting authorities prescribed by us. In addition, Arch MI U.S.our mortgage group delegates the underwriting

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of a significant percentage of its primary new insurance written to certain mortgage lenders. Under this delegated underwriting program, the approved customer may determine whether mortgage loans meet our mortgage insurance program guidelines and commit us to issue mortgage insurance. We rely on the underwriting controls of these agents to write business within the underwriting authorities provided by us. Although we monitor such business on an ongoing basis, our monitoring efforts may not be adequate or our agents may exceed their underwriting authorities or otherwise breach obligations owed to us. In addition, our agents, our insureds or other third parties may commit fraud or otherwise breach their obligations to us. To the extent that our agents, our insureds or other third parties exceed their underwriting authorities, commit fraud or otherwise breach obligations owed to us in the future, our financial condition and results of operations could be materially adversely affected.
We are exposed to credit risk in certain of our business operations.
In addition to exposure to credit risk related to our investment portfolio, reinsurance recoverables and reliance on brokers and other agents (each discussed elsewhere in this section), we are exposed to credit risk in other areas of our business related to policyholders. We are exposed to credit risk in our insurance group’s surety unit where we guarantee to a third party that our policyholder will satisfy certain performance or financial obligations. If our policyholder defaults, we may suffer losses and be unable to be reimbursed by our policyholder. We are exposed to credit risk in our insurance group’s construction and national accounts units where we write large deductible insurance policies. Under these policies, we are typically obligated to pay the claimant the full amount of the claim (shown as “contractholder payables” on our consolidated balance sheets). We are subsequently reimbursed by the policyholder for the deductible amount (shown as “contractholder receivables” on our consolidated balance sheets), which can be a set amount per claim and/or an aggregate amount for all covered claims. As such, we are exposed to credit risk from the policyholder. We are also exposed to credit risk from policyholders on smaller deductibles in other insurance group lines, such as healthcare and excess and surplus casualty. Additionally, we write retrospectively rated policies (i.e.,


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policies in which premiums are adjusted after the policy period based on the actual loss experience of the policyholder during the policy period). In this instance, we are exposed to credit risk to the extent the adjusted premium is greater than the original premium. While we generally seek to mitigate this risk through collateral agreements that require the posting of collateral in such forms as cash and letters of credit from banks, our efforts to mitigate the credit risk that we have to our policyholders may not be successful. Although we have not experienced any material credit losses to date, an increased inability of our policyholders to meet their obligations to us could have a material adverse effect on our financial condition and results of operations.
Our investment performance may affect our financial results and ability to conduct business.
Our operating results depend in part on the performance of our investment portfolio. A significant portion of cash and invested assets managedheld by Arch consists of fixed maturities (76.5%(77.9% as of December 31, 2015)2016). Although our current investment guidelines and approach stress preservation of capital, market liquidity and diversification of risk, our investments are subject to market-wide risks and fluctuations. In addition, we are subject to risks inherent in particular securities or types of securities, as well as sector concentrations. Changing market conditions could materially affect the future valuation of securities in our investment portfolio, which could cause us to impair some portion of those securities. We may not be able to realize our investment objectives, which could have a material adverse effect on our financial results. In the event that we are unsuccessful in correlating our investment portfolio with our expected insurance and reinsurance liabilities, we may be forced to liquidate our investments at times and prices that are not optimal, which could have a material adverse effect on our financial results and ability to conduct our business.
Foreign currency exchange rate fluctuation may adversely affect our financial results.
We write business on a worldwide basis, and our results of operations may be affected by fluctuations in the value of currencies other than the U.S. Dollar. The primary foreign currencies in which we operate are the Euro, the British Pound Sterling and the Canadian Dollar. Changes in foreign currency exchange rates can reduce our revenues, increase our liabilities and costs and cause fluctuations in the valuation of our investment portfolio. We may therefore suffer losses solely as a result of exchange rate fluctuations. In order to mitigate our exposure to foreign currency fluctuations in our net insurance liabilities, we have invested and expect to continue to invest in securities denominated in currencies other than the U.S. Dollar. In addition, we may replicate investment positions in foreign currencies using derivative financial instruments. Net foreign exchange gains, excluding amounts reflected in the ‘other’ segment and recorded in the statement of income, were $31.4
million for 2016, compared to gains of $62.6 million for 2015 compared to gains ofand $82.7 million for 2014 and losses of $12.3 million for 2013.2014. Changes in the value of investments due to foreign currency rate movements are reflected as a direct increase or decrease to shareholders' equity and are not included in the statement of income. We have chosen not to hedge certain currency risks on capital contributed to certain subsidiaries, including to Arch Insurance Europe held in British PoundsPound Sterling, and may continue to choose not to hedge our currency risks. There can be no assurances that arrangements to match projected liabilities in foreign

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currencies with investments in the same currencies or derivative financial instruments will mitigate the negative impact of exchange rate fluctuations, and we may suffer losses solely as a result of exchange rate fluctuations.
We may be adversely affected by changes in economic conditions, including interest rate changes.
Our operating results are affected by, and we are exposed to, significant financial and capital markets risk, including changes in interest rates, real estate values, foreign currency exchange rates, market volatility, the performance of the economy in general, the performance of our investment portfolio and other factors outside our control. Interest rates are highly sensitive to many factors, including the fiscal and monetary policies of the U.S. and other major economies, inflation, economic and political conditions and other factors beyond our control. Although we attempt to take measures to manage the risks of investing in changing interest rate environments, we may not be able to mitigate interest rate sensitivity effectively. Despite our mitigation efforts, an increase in interest rates could have a material adverse effect on our book value.
In addition, our investment portfolio includes residential MBS.mortgage backed securities (“RMBS”). As of December 31, 2015, MBS2016, RMBS constituted approximately 5.5%2.7% of cash and invested assets managedheld by Arch. As with other fixed income investments, the fair value of these securities fluctuates depending on market and other general economic conditions and the interest rate environment. Changes in interest rates can expose us to changes in the prepayment rate on these investments. In periods of declining interest rates, mortgage prepayments generally increase and MBS are prepaid more quickly, requiring us to reinvest the proceeds at the then current market rates. Conversely, in periods of rising rates, mortgage prepayments generally fall, preventing us from taking full advantage of the higher level of rates. However, economic conditions may curtail prepayment activity if refinancing is difficult, thus limiting prepayments on MBS.RMBS.
The residential mortgage market in the U.S has experienced a variety of difficulties in certain underwriting periods and is only recently recovering from a period of severe home price depreciation. It is uncertain whether this recovery will continue. A decline or an extended flattening in residential property values may result in additional increases in delinquencies and


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losses on residential mortgage loans generally, especially with respect to any residential mortgage loans where the aggregate loan amounts (including any subordinate loans) are close to or greater than the related property values. These developments may have a significant adverse effect on the prices of loans and securities, including those in our investment portfolio. The situation continues to have wide ranging consequences, including downward pressure on economic growth and the potential for increased insurance and reinsurance exposures, which could have an adverse impact on our results of operations, financial condition, business and operations.
Mortgage insurance losses result when a borrower becomes unable to continue to make mortgage payments and the home of such borrower cannot be sold for an amount that covers unpaid principal and interest and the expenses of the sale. Deteriorating economic conditions increase the likelihood that borrowers will have insufficient income to pay their mortgages and can adversely affect housing values. In addition, natural disasters or other catastrophic events could result in increased claims if such events adversely affected the employment and income of borrowers and the value of homes. Any of these events or deteriorating economic conditions could cause our mortgage insurance losses to increase and adversely affect our results of operations and financial condition.
Our portfolio includes commercial mortgage backed securities (“CMBS”). At December 31, 2015,2016, CMBS constituted approximately 5.2%2.9% of cash and invested assets managedheld by Arch. The commercial real estate market may experience price deterioration, which could lead to delinquencies and losses on commercial real estate mortgages.
Also, in each year, a significant portion of our mortgage insurance premiums will be from mortgage insurance written in prior years. Accordingly, the length of time insurance remains in force, referred to as persistency, is a significant driver of mortgage insurance revenues. Factors affecting persistency include: current mortgage interest rates compared to those rates on mortgages subject to our insurance in force, which affects the likelihood of the insurance in force to be subject to lapse due to borrower refinancing; the amount of home equity, as homeowners with more equity in their homes can generally more readily move to a new residence or refinance their existing mortgage; and mortgage insurance cancellation policies of mortgage investors and the cancellation of borrower-paid mortgage insurance, either upon request of the borrower or as required by law based upon the amortization of the loan. If these or other factors cause the length of time our mortgage insurance policies remain in force to decline, our mortgage insurance revenues could be adversely affected.
Significant, continued volatility in financial markets, changes in interest rates, a lack of pricing transparency, decreased market liquidity, declines in equity prices and the strengthening or weakening of foreign currencies against the U.S. Dollar,
individually or in tandem, could have a material adverse effect on our results of operations, financial condition or cash flows through realized losses, impairments and changes in unrealized positions.

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The determination of the amount of allowances and impairments taken on our investments is highly subjective and could materially impact our results of operations or financial position.
On a quarterly basis, we perform reviews of our investments to determine whether declines in fair value below the cost basis are considered other-than-temporary in accordance with applicable accounting guidance regarding the recognition and presentation of other-than-temporary impairments. The process of determining whether a security is other-than-temporarily impaired requires judgment and involves analyzing many factors. These factors include: an analysis of the liquidity, business prospects and overall financial condition of the issuer; the time period in which there was a significant decline in value; the significance of the decline; and the analysis of specific credit events. We evaluate the unrealized losses of our equity securities by issuer and determine if we can forecast a reasonable period of time by which the fair value of the securities would increase and we would recover our cost. If we are unable to forecast a reasonable period of time in which to recover the cost of our equity securities, we record a net impairment loss in earnings equivalent to the entire unrealized loss. There can be no assurance that our management has accurately assessed the level of impairments taken and allowances reflected in our financial statements. Furthermore, additional impairments may need to be taken or allowances provided for in the future. Historical trends may not be indicative of future impairments or allowances.
Certain of our investments are illiquid and are difficult to sell, or to sell in significant amounts at acceptable prices, to generate cash to meet our needs.
Our investments in certain securities, including certain fixed income and structured securities, investments in funds accounted for using the equity method, other alternative investments and strategic investments in joint ventures such as Watford Re and others, may be illiquid due to contractual provisions or investment market conditions. If we require significant amounts of cash on short notice in excess of anticipated cash requirements, then we may have difficulty selling these investments in a timely manner or may be forced to sell or terminate them at unfavorable values.
The price of our common shares may be volatile.
There has been significant volatility in the market for equity securities. During 20152016 and 2014,2015, the price of our common shares fluctuated from a low of $59.83 to a high of $88.41 and from a low of $57.67 to a high of $78.81, and from a lowrespectively. On


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February 23, 2016,24, 2017, our common shares closed at a price of $68.16.$94.54. The price of our common shares may not remain at or exceed current levels. The following factors, in addition to those described in other risk factors above and below, may have an adverse impact on the market price of our common stock: actual or anticipated variations in our quarterly results, including as a result of catastrophes or our investment performance; our share repurchase program; changes in market valuation of companies in the insurance and reinsurance industry; changes in expectations of future financial performance or changes in estimates of securities analysts; fluctuations in stock market processes and volumes; issuances or sales of common shares or other securities in the future;future (including the potential issuance of 12,762,820 common shares upon conversion of the series D preferred shares following transfer of such shares by AIG to third parties); the addition or departure of key personnel; and announcements by us or our competitors of acquisitions, investments or strategic alliances.
Stock markets in the U.S. continue to experience volatile price and volume fluctuations. Such fluctuations, as well as general political conditions, the current poor economic conditions or interest rate or currency rate fluctuations, could adversely affect the market price of our stock.
We may require additional capital in the future, which may not be available or only available on unfavorable terms.
We monitor our capital adequacy on a regular basis. The capital requirements of our business depend on many factors, including regulatory and rating agency requirements, our ability to write new business successfully and to establish premium rates and reserves at levels sufficient to cover losses. Our ability to underwrite is largely dependent upon the quality of our claims paying and financial strength ratings as evaluated by independent rating agencies. To the extent that our existing capital is insufficient to fund our future operating requirements and/or cover claim losses, we may need to raise additional funds through financings or limit our growth. Any equity or debt financing, if available at all, may be on terms that are unfavorable to us. In the case of equity financings, dilution to our shareholders could result, and, in any case, such securities may have rights, preferences and privileges that are senior to those of our outstanding securities. Disruptions, uncertainty or volatility in the capital and credit markets may also limit our access to capital required to operate our business. Such market conditions may limit our ability to access the capital necessary to develop our business and replace, in a timely manner, our letters of credit facilities upon maturity. As such, we may be forced to delay raising capital or bear an unattractive cost of capital which could decrease our profitability and significantly reduce our financial flexibility. If we are not able to obtain adequate capital, our business, results of operations and financial condition could be adversely affected. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—FinancialOperations-Financial Condition,
Liquidity and Capital Resources—Resources- Liquidity and Capital Resources.”

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The loss of our key employees or our inability to retain them could negatively impact our business.
Our success has been, and will continue to be, dependent on our ability to retain the services of our existing key executive officers and to attract and retain additional qualified personnel in the future. The pool of talent from which we actively recruit is limited. Although, to date, we have not experienced difficulties in attracting and retaining key personnel, the inability to attract and retain qualified personnel could have a material adverse effect on our financial condition and results of operations. In addition, our underwriting staff is critical to our success in the production of business. While we do not consider any of our key executive officers or underwriters to be irreplaceable, the loss of the services of our key executive officers or underwriters or the inability to hire and retain other highly qualified personnel in the future could delay or prevent us from fully implementing our business strategy which could affect our financial performance.
Certain employees of our Bermuda operations are required to obtain work permits before engaging in a gainful occupation in Bermuda. Required work permits may not be granted or may not remain in effect.
Under Bermuda law, only persons who are Bermudians, spouses of Bermudians, holders of a permanent resident's certificate, holders of a working resident's certificate or persons who are exempt pursuant to the Incentives for Job Makers Act 2011, as amended (“exempted persons”) may engage in gainful occupation in Bermuda without a work permit issued by the Bermuda Government. Our success may depend in part on the continued services of key employees in Bermuda. Save for the CEO and other ‘chief’ officer positions (where the advertising requirement is automatically waived) or where specifically waived, a work permit will only be granted or extended upon showing that, after proper public advertisement, no exempted person is available who meets the minimum requirements of the position. A work permit is issued with an expiry date of up to five years and no assurances can be given that any work permit will be issued or, if issued, extended upon the expiration of the relevant term. However, based on current policy, it is unlikely that initial or extension applications in respect of persons holding ‘chief’ officer positions will be denied. We have been designated by the Bermuda Government under the Incentives for Job Makers Act 2011, as amended (the “IJM Act”), as a company whose senior executives can be exempt from work permit control. This designation will remain in force provided we continue to meet the criteria for such designation under the IJM Act. All of our key officers in Bermuda are exempted persons. If our designation under the IJM Act is revoked, certain of our key officers will require work permits. We also have other key positions in Bermuda held by persons


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who hold work permits subject to extension. If work permits are not obtained or extended for our key employees, we could lose their services, which could materially affect our business.
Our information technology systems may be unable to meet the demands of customers.
Our information technology systems service our insurance portfolios. Accordingly, we are highly dependent on the effective operation of these systems. While we believe that the systems are adequate to service our insurance portfolios, there can be no assurance that they will operate in all manners in which we intend or possess all of the functionality required by customers currently or in the future.
Our customers, especially our mortgage insurance customers, require that we conduct our business in a secure manner, electronically via the Internet or via electronic data transmission. We must continually invest significant resources in establishing and maintaining electronic connectivity with customers. In order to integrate electronically with new customers in the mortgage insurance industry, we require electronic connections between our systems and those of the industry's largest mortgage servicing systems and leading loan origination systems. Arch MI U.S.Our mortgage group currently possesses connectivity with certain of these external systems, but there is no assurance that such connectivity is sufficient and we are undertaking new electronic integration efforts with third-party loan servicing and origination systems. Such efforts could significantly delay entry into certain markets or customers as the electronic integration process requires time and effort to complete. Our business, financial condition and operating results may be adversely affected if we do not possess or timely acquire the requisite set of electronic integrations necessary to keep pace with the technological demands of customers. See also,
Technology breaches or failures, including, but not limited to, those resulting from a malicious cyber attachedattack on us or our business partners and service providers, could disrupt or otherwise negatively impact our business.”
Any future acquisitions, growth of our operations through the addition of new lines of insurance or reinsurance business through our existing subsidiaries or through the formation of new subsidiaries, expansion into new geographic regions and/or joint ventures or partnerships may expose us to risks.litigation.
We may inrely on information technology systems to process, transmit, store and protect the future make acquisitions eitherelectronic information, financial data and proprietary models that are critical to our business. Furthermore, a significant portion of other companies or selected blocks of business, expandthe communications between our employees and our business linespartners and service providers depends on information technology and electronic information exchange. Like all companies, our information technology systems are vulnerable to data breaches, interruptions or enter into joint ventures. Any future acquisitionsfailures due to events that may be beyond our control, including, but not limited to, natural disasters, power outages, theft, terrorist attacks, computer viruses, hackers, errors in usage and general technology failures. Additionally, our employees and vendors may use portable computers or mobile devices which may contain duplicate or similar
information to that in our computer systems, and these devices can be stolen, lost or damaged. Security breaches could expose us to challengesthe loss or misuse of our information, litigation and risks, including: integrating financialpotential liability. In addition, cyber incidents that impact the availability, reliability, speed, accuracy or other proper functioning of these systems could have a significant negative impact on our operations and operational reportingpossibly our results. An incident could also result in a violation of applicable privacy and other laws, damage our reputation, cause a loss of customers or give rise to monetary fines and other penalties, which could be significant.
We believe that we have established and implemented appropriate security measures, controls and procedures to safeguard our information technology systems and establishing satisfactory budgetaryto prevent unauthorized access to such systems and other financial controls; funding increased capital needs, overhead expenses any data processed and/or cash flow shortagesstored in such systems, and we periodically employ third parties to evaluate and test the adequacy of such systems, controls and procedures. In addition, we have established a comprehensive business continuity plan which is designed to ensure that may occurwe are able to maintain all aspects of our key business processes functioning in the midst of certain disruptive events, including any disruptions to or breaches of our information technology systems. Our business continuity plan is routinely tested and evaluated for adequacy. Despite these safeguards, disruptions to and breaches of our information technology systems are possible. Because we rely on our technology systems for many critical functions, including connecting with our customers, if anticipated sales and revenues are not realizedsuch systems were to fail or are delayed, whether by general economic or market conditions or unforeseen internal difficulties; obtaining

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management personnel required for expanded operations; obtaining necessary regulatory permissions; the value of assets acquired may be lower than expected or may diminish due to credit defaults or changes in interest rates and liabilities assumed may be greater than expected; the assets and liabilitiesbecome outmoded, we may acquire may be subject to foreign currency exchange rate fluctuation;experience a significant disruption in our operations and financial exposures in the event that the sellers of the entitiesbusiness we acquire are unable or unwilling to meet their indemnification, reinsurance and other obligations to us.
Our failure to manage successfully these operational challenges and risks may impact our results of operations. In addition, if the reserves established by us, as they relate to any acquired book of business, prove to be inadequate, then subject to whatever recourse we may have against the seller or reinsurers, we may be responsible for adverse development in such reserves.
If we are unable to continue to implement our U.S. mortgage insurance growth strategy, our financial results could be adversely affected.
On January 30, 2014, our U.S.-based subsidiaries completed the acquisition of CMG Mortgage Insurance Company (renamed Arch MI U.S.). Prior to the acquisition, CMG Mortgage Insurance Company had been a GSE-approved mortgage insurance company limited to only credit union customers. Our growth strategy, which we are now in the third year of implementing, is to broaden Arch MI U.S.’s customer base to national and regional banks and other mortgage lenders, while maintaining and increasing Arch MI U.S.’s share of the mortgage insurance credit union market. The ultimate success of our strategy will depend upon, among other factors, our ability to: continue to maintain and develop business relationships with national and regional banks and other mortgage lenders, particularly the large lenders that originate a significant majority of low down payment mortgages in the U.S, and obtain their approvals as an authorized mortgage insurance provider; continue to develop and implement necessary e-commerce connectivity with new customers’ mortgage origination systems; maintain and expand business relationships with existing credit union customers; and retain and attract a capable workforce at Arch MI U.S. necessary to implement our U.S. mortgage insurance strategy.
Because of these factors, economic conditions and competitive dynamics, the extent to which we will be successful implementing our U.S. mortgage insurance strategy is uncertain. If we are unable to continue to attract new, and retain existing, customersreceive and process, business efficiently and reliably, our results of operations and financial condition could be adversely affected.
The ultimate performance of the mortgage insurance portfolio we acquired in connection with our acquisition of Arch MI U.S. remains uncertain.
CMG Mortgage Insurance Company incurred significant losses during the period 2008 to 2012. At the closing of the acquisition, CMG Mortgage Insurance Company had insurance in force of approximately $21.5 billion. The ultimate performance of the portfolio we acquired remains uncertain and subject to factors outside of our control, including, among others, changes in unemployment, home prices and interest rates in the U.S. Deteriorating economic conditions in the U.S. could adversely affect the performance of our acquired U.S. mortgage insurance portfolio andwhich could adversely affect our results of operations and financial condition. Pursuant
In addition, the regulatory environment surrounding information security and privacy is increasingly changing. We are subject to EU, U.S. federal, state and other foreign laws and regulations regarding the agreement relatedprotection of personal data and information. These laws and regulations are complex and sometimes conflict. We could be subject to fines, penalties and/or regulatory enforcement actions in one or more jurisdictions if any person, including our employees, disregards, breaches, whether intentionally or negligently, our established controls to protect the acquisition, we may pay additional consideration to the former ownersconfidential information of CMG Mortgage Insurance Company based on the actual results of CMG Mortgage Insurance Company’s pre-closing portfolio over an agreed upon period.our employees or clients.
The costs savings we realize from our services agreement with PMI is declining and the provision of services to PMI could hinder our ability to execute our U.S. mortgage insurance business plan.
Pursuant to a multi-year services agreement with PMI (the “Services Agreement”), we perform or assist with many of PMI’s run-off operations. We believe that this arrangement allows us to leverage our operations and reduce costs associated with our technology systems and other mortgage insurance


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operations. Following the acquisition of UGC by ACGL, we commenced discussions with PMI on amending the calculation of the servicing fee in the Services Agreement. Any changes to the Services Agreement are subject to the approval of the Arizona state court overseeing the receivership of PMI. If we are unable to reach agreement with PMI on reasonable revisions to the calculation of the servicing fee, or such revisions are not approved by the receivership court, we may not achieve some or all of the cost savings anticipated. The level of services required by PMI is decreasing and will continue to decrease. If the level of services required by PMI is less than anticipated or PMI terminates the Services Agreement, we may charge PMI a lower than anticipated portion of our own fixed costs and we may not achieve the cost savings anticipated. In addition, our performance under the Services Agreement could distract us from the execution of our U.S. mortgage insurance business plan. If we fail to perform services or fail to meet specified performance standards, PMI may terminate the Services Agreement and could exercise other remedies, including, under certain circumstances, the release to PMI of source code relating to our technology systems. PMI’s insureds, with whom we deal on PMI’s behalf, could seek remedies against us. If any of these events were to occur, our financial condition and results of operations could be adversely affected.

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If the volume of low down payment mortgage originations declines, the amount of mortgage insurance we write in the U.S. could decline, which would reduce our mortgage insurance revenues.
The size of the U.S. mortgage insurance market depends in large part upon the volume of low down payment home mortgage originations. Factors affecting the volume of low down payment mortgage originations include, among others: restrictions on mortgage credit due to stringent underwriting standards and liquidity issues affecting lenders; changes in mortgage interest rates and home prices, and other economic conditions in the U.S. and regional economies; population trends, including the rate of household formation; and U.S. government housing policy. A decline in the volume of low down payment home mortgage originations could decrease demand for mortgage insurance, decrease our U.S. new insurance written and reduce mortgage insurance revenues.
If the role of the GSEs in the U.S. housing market changes, or if the GSEs change other policies or practices, the amount of insurance that we write could decrease.
The GSEs are the beneficiaries of the significant majority of the insurance policies we issue as a result of their purchases, statutorily required or otherwise, of qualifying mortgage loans from lenders or investors. Accordingly,The charters of the GSEs require credit enhancement for low down payment mortgages in order for such loans to be eligible for purchase or guarantee by the GSEs. In 2008, the GSEs were placed under the conservatorship of the Federal Housing Finance Authority (“FHFA”), which has
regulatory and operational control over the GSEs and has directed, and is likely to continue to direct, changes to the business practices of the GSEs in ways that affect the mortgage insurance industry. Since the commencement of the GSEs’ conservatorship, the U.S. mortgage market has been the target of numerous and differing proposals for reform. These range from elimination, privatization or replacement of the GSEs, to a more limited ongoing role of the GSEs that combines private capital with the backing of the U.S. government. None of these proposals have passed into law, and, given their variety and the continuing interest in housing and mortgage finance reform issues, and the changing priorities of the Federal Administration, we cannot predict how or when the conservatorship of the GSEs will be resolved or the role of the GSEs in the U.S. mortgage market may change, or in what ways such changes would impact our business, operations and financial condition. If the charters of the GSEs were amended to change or eliminate the acceptability of private mortgage insurance, our mortgage insurance business could decline significantly.
In addition to systemic reform, changes in the following or other GSE policies could significantly affect our U.S. mortgage insurance operations: the amount of loans purchased by the GSEs that require mortgage insurance; the level of private mortgage insurance coverage lenders select when private mortgage insurance is used as the required credit enhancement on low down payment mortgages; GSE pricing, including the amount of loan level price adjustments and guaranty fees that the GSEs assess on loans that require mortgage insurance, which could reduce the demand for our products; loan eligibility standards for loans purchased by the GSEs, which impact the conforming mortgage loan origination market, including loan quality and availability; terms on which mortgage insurance coverage can be canceled before reaching the cancellation thresholds required by law; the loss management programs established by the GSEs and the circumstances in which mortgage servicers must implement such programs; the extent to which the GSEs intervene in mortgage insurers claims payment and rescission practices; purchases by the GSEs of credit enhancements other than mortgage insurance; whether the GSEs influence mortgage lenders’ selection of mortgage insurers providing coverage; and the size of loans that are eligible for purchase or guaranty by the GSEs.
The charters of If the GSEs require credit enhancement for low down payment mortgages in order for such loans to be eligible for purchasechange their policies or guarantee bypractices, the GSEs. Lenders have typically used mortgageamount of insurance to satisfy GSE charter credit enhancement requirements. If the charters of the GSEs were amended to change or eliminate the acceptability of private mortgage insurance, our new mortgage insurance businessthat we write could decline significantly. decrease.
The GSEs have various loan purchase programs that allow for different levels of mortgage insurance coverage. Under “charter coverage,” certain lenders may choose a mortgage insurance coverage percentage that is less than the GSEs’ “standard coverage” and only the minimum required by the GSEs’ charters. The significant majority of Arch MI U.S.’s risk written in 20152016 was on loans with GSE standard coverage. We charge higher premium rates for higher coverage percentages. To the


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extent that lower coverage is selected on GSE loans we insure in the future, Arch MI U.S.’s revenue would be reduced.
The GSEs are operating underIn addition, in the conservatorship oflast four years and for 2017, the Federal Housing Finance Agency. In conservatorship,FHFA has set goals for the GSEs could change their practices with respect to transfer significant portions of GSE mortgage insurance or individual mortgage insurers, which could affect mortgage insurance coverage required bycredit risk to the GSEs on mortgage loans or Arch MI U.S.’s status as an eligible mortgage insurer. In 2015, the GSEs expandedprivate sector through their mortgage credit risk transfer (CRT) programs; such transactions in 2015 generally didhave not includeincluded the purchase of private mortgage insurance from U.S. private mortgage insurers. Rather, these transactions led to increased opportunities for multiline property casualty reinsurers and capital markets participants. The GSEs’ practices also may be impacted by legislative or regulatory changes. The U.S. Congress is examining the role of the GSEs in the U.S. housing market and may implement structural and other changes to the GSEs. Since 2011, a number of legislative proposals have been introduced with regard to the future role of the GSEs, the structure of the secondary market and the role of the Federal government within the mortgage market. We cannot predict whether any of these proposals will become law or the impact any future legislation will have on our U.S. mortgage insurance operations.
As a result of the foregoing issues, it is uncertain what role the GSEs and the mortgage insurance industry will play in the housing finance system in the future or the impact of any such changes on Arch MI U.S. Changes in the roles of the GSEs or their practices could have a material adverse effect on our U.S. mortgage insurance business.
The premiums we charge for mortgage insurance on insured loans and the associated investment income may not be adequate to compensate for future losses from these loans.
We set premiums at the time a policy is issued based upon our expectations regarding likely performance over the life of insurance coverage. We generally cannot cancel mortgage insurance coverage or adjust renewal premiums during the life of a mortgage insurance policy. As a result, losses from higher than anticipated claims generally cannot be offset by premium increases on policies in force or mitigated by non-renewal or cancellation of insurance coverage. The premiums we charge on our insurance in force and the associated investment income may not be adequate to compensate us for the risks and costs

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associated with the insurance coverage provided to customers. An increase in the number or size of claims, compared to what we anticipate, could adversely affect Arch MI U.S.’s results of operations and financial condition.
New GSE eligibility requirements for mortgage insurers could require us to contribute additional capital to Arch MI U.S. in the future, and could negatively impact our results of operations and financial condition, or reduce our operating flexibility.
Pursuant to their charters, the GSEs purchase low down payment loans insured by MIs that they determine to be qualified. Substantially all of Arch MI U.S.’s insurance written has been for loans sold to the GSEs. Fannie Mae and Freddie Mac have each published comprehensive requirements to become and remain a qualified mortgage insurer. In April 2015, the GSEs published comprehensive, revised requirements, known as the Private Mortgage Insurer Eligibility Requirements or “PMIERs.” The PMIERs became effective December 31, 2015 and were amended by GSE Guidance Letters in December 2016. The PMIERs apply to Arch MI U.S.,AMIC, United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company, which is aare GSE-approved
mortgage insurer. In addition to extensive requirements related toinsurers (“eligible mortgage insurers”). The PMIERs impose limitations on the operationtype of our mortgagerisk insured, the forms and insurance business,policies issued, standards for the PMIERs include revisedgeographic and customer diversification of risk, procedures for claims handling, acceptable underwriting practices, standards for certain reinsurance cessions and financial requirements, for mortgage insurers. Theseamong other things. The financial requirements require a mortgage insurer’s available assets, which generally include only the most liquid assets of an insurer, to meet or exceed “minimum required assets” as of each quarter end. Minimum required assets are calculated from PMIERs tables with several risk dimensions (including origination year, original loan-to-value and original credit score of performing loans, and the delinquency status of non-performing loans) and are subject to a minimum amount.
No later than March 1, 2016,April 15 of each year, mortgage insurers must certify to the GSEs that they meet all of the requirements of the PMIERs as of December 31 of the prior year or identify specific requirements that they do not meet. Mortgagemet. Our eligible mortgage insurers that have not met the financial requirements of the PMIERs by June 30, 2017 will be subject to remediation actions by the GSEs. Arch MI U.S.each satisfied the PMIERs’ financial requirements as of December 31, 2015.2016. However, the available assets required to satisfy the revised financial requirements of the PMIERs at any point in time will be affected by many factors, including: macro-economic conditions, including the future performance of the housing market, which could negatively affect the performance of our mortgage insurance portfolio (including its loss development); the size and composition of Arch MI U.S.’sour mortgage insurance portfolio at the applicable time of measurement; and the manner in which the PMIERs are interpreted and applied by the GSEs, including their determinations of the amount of risk ceded to reinsurers that Arch MI U.S.we may deduct in its calculation of minimum required assets.
As a result of these and other factors, the amount of capital required to satisfy the PMIERs may vary significantly over time. Primarily as a result of Arch MI U.S.’s projected insurance portfolio growth in 20162017 and thereafter, we expect that we will need to contribute additional capital in the future to one or more Arch MI U.S. companies to satisfy the PMIERs’ financial requirements. In conjunction with the acquisition of UGC and the related approval of the change of control by the GSEs, the GSEs imposed additional requirements on our eligible mortgage insurers, including maintaining capital in excess of PMIERs requirements on a consolidated basis and requiring notifications relating to certain integration activities. We cannot be sure that the capital required will not be materially higher than we anticipate or that we will be able to meet the capital requirements on an acceptable timetable, if at all. Further, increases into the extent that the ability to transfer capital within affiliated Arch MI U.S.’s companies is restricted, we may need to contribute additional capital to Arch MI U.S. to fund expected insurance portfolio growth. Increases in orderthe capital required to satisfy the PMIERs may decrease Arch MI U.S.’sour return on capital unless it raises premiums, which may not be feasible due to competition.capital.
There also can be no assurance that the GSEs will not make the PMIERs’ financial requirements more onerous in the future.


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The PMIERs provide that the tables of factors that determine minimum required assets may be updated to reflect changes in risk characteristics and macroeconomic conditions.
The PMIERs contain extensive requirements relating to the operation of our mortgage insurance business, including imposing additional operational requirements in areas such as claim processing, loss mitigation, underwriting, quality control, and reporting. The requirements in the PMIERs have caused us to make changes to our business practices and incur additional costs in order to achieve and maintain compliance with the PMIERs.
Under the PMIERs, Arch MI U.S. isAMIC was deemed to be a “newly-approved insurer.” As a result, until January 2017, Arch MI U.S. isAMIC was subject to additional PMIER requirements. Since January 2017, none of AMIC, United Guaranty Residential Insurance Company or United Guaranty Mortgage Indemnity Company is classified as a “newly-approved insurer” under PMIERs. See “Regulation—U.S. Insurance Regulation—GSERegulation-GSE Qualified Mortgage Insurer Requirements.”
While we intend to comply with these requirements, there can be no assurance that the GSEs will continue to treat Arch MI U.S.AMIC, United Guaranty Residential Insurance Company or United Guaranty Mortgage Indemnity Company as an eligible mortgage insurer.insurers. The GSEs, as major purchasers of conventional mortgage loans in the United States, are the primary beneficiaries of Arch MI U.S.’s mortgage insurance coverage. If either or both of the GSEs were to cease to consider Arch MI U.S. anAMIC, United Guaranty Residential Insurance Company or United Guaranty Mortgage Indemnity Company as eligible mortgage insurerinsurers and, therefore, cease accepting our mortgage insurance products, our results of operations and financial condition would be adversely affected.
The mix of business we write affects Arch MI U.S.’s losses and will affect its future compliance with the final PMIERs financial requirements.
Our mortgage insurance portfolio includes loans with loan-to-value ratios exceeding 95%, loans with FICO scores below 620, adjustable rate mortgages, or ARMs, reduced documentation loans and less than A-quality loans. Even when housing values are stable or rising, we expect higher default and claim rates for high loan-to-value loans, loans with lower

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FICO scores, ARMs, reduced documentation loans, and less-than-A quality loans. Although we attempt to incorporate the higher default and claim rates associated with these loans into our underwriting and pricing models, there can be no assurance that the premiums earned and the associated investment income will adequately compensate us for future losses from these loans. From time to time, we change the types of loans that we insure and the requirements under which we insure them. In 2015,2016, we modestly expanded our underwriting guidelines and we expect this trend to continue.
The geographic mix of Arch MI U.S.’s business could increase losses and harm our financial performance. We are affected by economic downturns and other events in specific regions of the United States where a large portion of our U.S. mortgage insurance business is concentrated. As of December 31, 2015, 4.8%2016, 4.0% of Arch MI U.S.’s primary risk-in-force was located in Florida, 5.6%8.3% was located in Texas and 8.8%5.4% was located in California. Historically, Arch MI U.S. has experienced higher levels of losses in Florida and California.
Arch MI U.S.’s minimum required assets under the PMIERs will be determined, in part, by the particular risk profiles of the loans it insures. If, absent other changes, Arch MI U.S.’s mix of business changes to include more loans with higher loan-to-value ratios or lower credit scores, it will have a higher minimum required asset amount under the PMIERs and, accordingly, be required to hold more capital in order to maintain GSE eligibility.
State regulation of mortgage insurers could in the future cause Arch MI U.S. to need additional capital to fund its operations or expand its business and, if we are unable or unwilling to provide it with such capital, it may be unable to operate or expand, which could adversely affect our financial condition or results of operations.
Arch MI U.S. may require additional capital to support its growth and comply with regulatory and GSE requirements. Arch MI U.S.’s principal regulator isregulators are the Wisconsin OCI.OCI (AMIC and Arch Mortgage Guaranty Company) and the NC DOI (United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company). Under Wisconsin and North Carolina law, as well as that of 1514 other states, a mortgage insurer must maintain minimum statutory capital relative to its risk-in-force in order for the mortgage insurer to continue to write new business. While formulations of minimum capital vary by jurisdiction, the most common measure applied allows for a maximum permitted risk to capital ratio of 25 to 1. Wisconsin and North Carolina and certain other states, including California and Illinois, apply a substantially similar requirement referred to as minimum policyholders position.
Potential changes to state mortgage insurance regulations could reduce Arch MI U.S.’s profitability and its ability to compete with credit enhancement alternatives to mortgage insurance.
The NAIC, which reviews state insurance laws and regulations, has established a Mortgage Guaranty Insurance Working Group (“Working Group”) to make recommendations to the NAIC's Financial Condition Committee regarding changes to the NAIC’s Mortgage Guaranty Insurance Model Act. The Working Group has released a draft Model Act which includes proposed changes to minimum statutory capital requirements.


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If the NAIC revises the Model Act, some state legislatures are likely to enact and implement part or all of the revised provisions. While we cannot predict the effect that any NAIC recommendations or future legislation may have on Arch MI U.S., such changes could reduce Arch MI U.S.’s profitability and its ability to compete with credit enhancement alternatives to mortgage insurance, which could adversely affect our financial condition or results of operations.
If servicers fail to adhere to appropriate servicing standards or experience disruptions to their businesses, our mortgage insurance operations could be adversely affected.
OurWe depend on reliable, consistent third-party servicing of the loans that we insure. Among other things, our mortgage insurance policies require our customers and their servicers to timely submit premium and reports and utilize commercially reasonable efforts to limit and mitigate loss when a loan is in default. Without reliable, consistent third-party servicing, our insurance subsidiaries may be unable to correctly record new loans as they are underwritten, receive and process payments on insured loans and/or properly recognize and establish reserves on loans when a default exists or occurs but is not reported to us. In addition, if these servicers fail to limit and mitigate losses when appropriate, our losses may unexpectedly increase. If one or more servicers failed to adhere to these requirements, our financial results could be adversely affected. Without reliable servicing, we may be unable to process new mortgage insurance business or service existing insured loans.
The implementation of the Basel III Capital Accord may adversely affect the use of mortgage insurance by certain banks.
In 1988, the Basel Committee on Banking Supervision developed the Basel Capital Accord, “Basel I,” which set out international benchmarks for assessing banks' capital adequacy requirements. In 2005, the Basel Committee issued “Basel II” which, among other things, governs the capital treatment of mortgage insurance purchased and held on balance sheet by banks in respect of their origination and securitization activities. In July 2013, federal agencies approved publication of final regulatory capital rules, called the “Basel III Rules.” With certain exceptions, the Basel III Rules became effective on January 1, 2014. If further implementation of the Basel III Rules increases the capital requirements of banking organizations with respect to the residential mortgages we insure or does not provide sufficiently favorable treatment for the use of mortgage insurance, it could adversely affect the demand for mortgage insurance. In December 2015, the Basel Committee proposed for comment a revised capital framework that would assign risk-weights for mortgage assets based on the loan-to-value ratio

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of the loan at origination, without consideration of mortgage insurance. If that proposal is finalized as proposed, U.S. federal regulators could take a similar approach for U.S. institutions, which could adversely affect the demand for mortgage insurance.
Some of the provisions of our bye-laws and our shareholders agreement may have the effect of hindering, delaying or preventing third party takeovers or changes in management initiated by shareholders. These provisions may also prevent our shareholders from receiving premium prices for their shares in an unsolicited takeover.
Some provisions of our bye-laws could have the effect of discouraging unsolicited takeover bids from third parties or changes in management initiated by shareholders. These provisions may encourage companies interested in acquiring us to negotiate in advance with our board of directors, since the board has the authority to overrule the operation of several of the limitations.
Among other things, our bye-laws provide: for a classified board of directors, in which the directors of the class elected at each annual general meeting holds office for a term of three years, with the term of each class expiring at successive annual general meetings of shareholders; that the number of directors is determined by the board from time to time by a vote of the majority of our board; that directors may only be removed for cause, and cause removal shall be deemed to exist only if the director whose removal is proposed has been convicted of a felony or been found by a court to be liable for gross negligence or misconduct in the performance of his or her duties; that our board has the right to fill vacancies, including vacancies created by an expansion of the board; and for limitations on a shareholder’s right to raise proposals or nominate directors at general meetings. Our bye-laws provide that certain provisions which may have anti-takeover effects may be repealed or altered only with prior board approval and upon the affirmative vote of holders of shares representing at least 65% of the total voting power of our shares entitled generally to vote at an election of directors.
The bye-laws also contain a provision limiting the rights of any U.S. person (as defined in section 7701(a)(30) of the Internal Revenue Code of 1986, as amended (the “Code”)) that owns shares of ACGL, directly, indirectly or constructively (within the meaning of section 958 of the Code), representing more than 9.9% of the voting power of all shares entitled to vote generally at an election of directors. The votes conferred by such shares of such U.S. person will be reduced by whatever amount is necessary so that after any such reduction the votes conferred by the shares of such person will constitute 9.9% of the total voting power of all shares entitled to vote generally at an election of directors. Notwithstanding this provision, the board may make such final adjustments to the aggregate number of votes conferred by the shares of any U.S. person that the board considers fair and reasonable in all circumstances to ensure that such votes represent 9.9% of the aggregate voting power of the votes conferred by all shares of ACGL entitled to vote generally at an election of directors. ACGL will assume that all shareholders (other than specified persons) are U.S.


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persons unless we receive assurance satisfactory to us that they are not U.S. persons.
Moreover, most states, including states in which our subsidiaries are domiciled, have laws and regulations that require regulatory approval of a change in control of an insurer or an insurer's holding company. Where such laws apply to us and our subsidiaries, there can be no effective change in our control unless the person seeking to acquire control has filed a statement with the regulators and has obtained prior approval for the proposed change from such regulators. The usual measure for a presumptive change in control pursuant to these laws is the acquisition of 10% or more of the voting power of the insurance company or its parent, although this presumption is rebuttable. Consequently, a person may not acquire 10% or more of our common shares without the prior approval of insurance regulators in the state in which our subsidiaries are domiciled.
The bye-laws also provide that the affirmative vote of at least 66 2/3% of the outstanding voting power of our shares (excluding shares owned by any person (and such person’s affiliates and associates) that is the owner of 15% or more (a “15% Holder”) of our outstanding voting shares) shall be required for various corporate actions, including: merger or consolidation of the company into a 15% Holder; sale of any or all of our assets to a 15% Holder; the issuance of voting securities to a 15% Holder; or amendment of these provisions; provided, however, the supermajority vote will not apply to any transaction approved by the board.
The provisions described above may have the effect of making more difficult or discouraging unsolicited takeover bids from third parties. To the extent that these effects occur, shareholders could be deprived of opportunities to realize takeover premiums for their shares and the market price of their shares could be depressed. In addition, these provisions could also result in the entrenchment of incumbent management.

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Our operating insurance and reinsurance subsidiaries are subject to regulation in various jurisdictions, and violations of existing regulations or material changes in the regulation of their operations could adversely affect us.
Our insurance and reinsurance subsidiaries are subject to government regulation in each of the jurisdictions in which they are licensed or authorized to do business. Governmental agencies have broad administrative power to regulate many aspects of the insurance business, which may include trade and claim practices, accounting methods, premium rates, marketing practices, claims practices, advertising, policy forms, and capital adequacy. These agencies are concerned primarily with the protection of policyholders rather than shareholders. Governmental agencies may censure, impose fines, additional capital requirements or limitations on our operations, and/or impose criminal sanctions for violation of regulatory
requirements. Moreover, insurance laws and regulations, among other things: establish solvency requirements, including minimum reserves and capital and surplus requirements; limit the amount of dividends, tax distributions, intercompany loans and other payments our insurance subsidiaries can make without prior regulatory approval; impose restrictions on the amount and type of investments we may hold; require assessments through guaranty funds to pay claims of insolvent insurance companies; and require participation in state-assigned risk plans which may take the form of reinsuring a portion of a pool of policies or the direct issuance of policies to insureds.
Our U.S. insurance and reinsurance subsidiaries write insurance and reinsurance in the U.S. These subsidiaries are subject to extensive regulation under state statutes which delegate regulatory, supervisory and administrative powers to state insurance commissioners. Such regulation generally is designed to protect policyholders rather than investors. Arch Insurance Canada writes insurance in Canada and Arch Re U.S., through a branch, writes reinsurance in Canada and each is subject to federal, as well as provincial and territorial, regulation in Canada.
In addition, virtually all U.S. states require insurers licensed to do business therein to bear a portion of contingent and incurred claim handling expenses and the unfunded amount of “covered” claim and unearned premium obligations of impaired or insolvent insurance companies, either up to the policy's limit, the applicable guaranty fund covered claim obligation cap, or 100% of statutorily defined workers' compensation benefits, subject to applicable deductibles. These obligations are funded by assessments, made on a retrospective, prospective or prefunded basis, which are levied by guaranty associations within the state, up to prescribed limits (typically 2% of “net direct written premium”), on all member insurers in the state on the basis of the proportionate share of the premiums written by member insurers in certain covered lines of business in which the impaired, insolvent or failed insurer was engaged. Accordingly, the total amount of assessments levied on us by the states in which we are licensed to write insurance may increase as we increase our premiums written. In addition, as a condition to the ability to conduct business in certain states (and within the jurisdiction of some local governments), insurance companies are subject to or required to participate in various premium or loss based insurance-related assessments, including mandatory (a/k/a “involuntary”) insurance pools, underwriting associations, workers' compensation second-injury funds, reinsurance funds and other state insurance facilities. Although we may be entitled to take premium tax credit (or offsets), recover policy surcharges or include assessments in future premium rate structures for payments we make under these facilities, the effect of these assessments and insurance-related arrangements, or changes in them, could reduce our profitability in any given period or limit our ability to grow our business.


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We are also subject to substantial regulation in other jurisdictions in which our subsidiaries and their branch offices conduct business, including the U.K., other the EU Member States, Canada and Switzerland, and a number of our subsidiaries are subject to the financial and operational supervision of the PRA, FCA, OSFI or the CBOI.regulators in those jurisdictions.
We periodically review our corporate structure so that we can optimally deploy our capital. Changes in that structure require regulatory approval. Delays or failure in obtaining any of these approvals could limit the amount of insurance that we can write in the U.S.
If ACGL or any of our subsidiaries were to become subject to the laws of a new jurisdiction in which such entity is not presently admitted, ACGL or such subsidiary may not be in compliance with the laws of the new jurisdiction. In addition, we could, at any time and in any jurisdiction, face individual, group and class action lawsuits by our policyholders and others for alleged violations of applicable laws and regulations. Any such litigation or failure to comply with applicable laws could result in the imposition of significant restrictions on our ability to do business, and could also result in suspensions, injunctions, monetary damages, fines or other sanctions, any or all of which could adversely affect our financial condition and results of operations.
Our business is subject to risks related to litigation.
We may from time to time be subject to a variety of legal actions relating to our current and past business operations, including, but not limited to, disputes over coverage or claims adjudication, including claims alleging that we have acted in bad faith in the administration of claims by our policyholders, disputes with our agents, producers or network providers over

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compensation and termination of contracts and related claims and disputes relating to certain businesses acquired or disposed of by us.
Multi-party or class action claims may present additional exposure to substantial economic, non−economic or punitive damage awards. The loss of even one of these claims, if it resulted in a significant damage award or a judicial ruling that was otherwise detrimental, could create a precedent in the industry that could have a material adverse effect on our results of operations and financial condition. This risk of potential liability may make reasonable settlements of claims more difficult to obtain. We cannot determine with any certainty what new theories of recovery may evolve or what their impact may be on our business.
Mortgage insurers have been involved in litigation alleging violations of the RESPAReal Estate Settlement Procedures Act of 1974 (“RESPA”) and the FCRA.Fair Credit Reporting Act of 1970. RESPA generally precludes Arch MI U.S. from providing services or products to mortgage lenders free of charge, charging fees for
services that are lower than their reasonable or fair market value, and paying fees for services that others provide that are higher than their reasonable or fair market value, in exchange for the referral of settlement services. Violations of the referral fee limitations of RESPA may be enforced by the federal agencies, state attorneys general and state insurance commissioners, as well as by private litigants in class actions. In the past, a number of lawsuits and regulatory orders issued by the CFPBConsumer Finance Protection Bureau have challenged the actions of mortgage insurers, alleging that the insurers violated RESPA by entering into captive reinsurance arrangements or providing products or services, including contract underwriting, to mortgage lenders at improperly reduced prices in return for the referral of mortgage insurance. See “Regulation—U.S.“Regulation-U.S. Insurance Regulation—RealRegulation-Real Estate Settlement Procedures Act of 1974.”
If our Bermuda principal operating subsidiary becomes subject to insurance statutes and regulations in jurisdictions other than Bermuda or if there is a change in Bermuda law or regulations or the application of Bermuda law or regulations, there could be a significant and negative impact on our business.
Arch Re Bermuda, our Bermuda insurance and reinsurance subsidiary, is a registered Bermuda Class 4 general business insurer and as a Class C long-term business insurer and has been designated as the Designated Insurer for group supervision purposes. As such, it is subject to regulation and supervision in Bermuda. See “Regulation—Bermuda“Regulation-Bermuda Insurance Regulation.”
Bermuda’s statutes and regulations may restrict our ability to write insurance and reinsurance policies, distribute funds and pursue our investment strategy. We do not presently intend for Arch Re Bermuda to be admitted to do business in the U.S., U.K. or any jurisdiction other than Bermuda, although Arch Re Bermuda has been approved as a “certified reinsurer” in certain U.S. states that allow reduced collateral for reinsurance ceded to such reinsurers. We cannot assure you that insurance regulators in the U.S., U.K. or elsewhere will not review the activities or Arch Re Bermuda or its subsidiaries or agents and assert that Arch Re Bermuda is subject to such jurisdiction’s licensing requirements, or impose restrictions on Arch Re Bermuda as a condition for its being approved as a “certified reinsurer.”
Generally, Bermuda insurance statutes and regulations applicable to Arch Re Bermuda are less restrictive than those that would be applicable if they were governed by the laws of any states in the U.S. If in the future we become subject to any insurance laws of the U.S. or any state thereof or of any other jurisdiction, we cannot assure you that we would be in compliance with such laws or that complying with such laws would not have a significant and negative effect on our business.
The process of obtaining licenses is very time consuming and costly, and Arch Re Bermuda may not be able to become licensed in jurisdictions other than Bermuda should we choose


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to do so. The modification of the conduct of our business that would result if we were required or chose to become licensed in certain jurisdictions could significantly and negatively affect our financial condition and results of operations. In addition, our inability to comply with insurance statutes and regulations could significantly and adversely affect our financial condition and results of operations by limiting our ability to conduct business as well as subject us to penalties and fines.
Because Arch Re Bermuda is a Bermuda company, it is subject to changes in Bermuda law and regulation that may have an adverse impact on our operations, including through the imposition of tax liability or increased regulatory supervision. In addition, Arch Re Bermuda will be exposed to any changes in the political environment in Bermuda. The Bermuda insurance and reinsurance regulatory framework recently has become subject to increased scrutiny in many jurisdictions, including the U.K. While we cannot predict the future impact on our operations of changes in the laws and regulation to which we are or may become subject, any such changes could have a material adverse effect on our business, financial condition and results of operations.

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If our Bermuda reinsurance subsidiary is unable to provide collateral to ceding companies, its ability to conduct business could be significantly and negatively affected.
Arch Re Bermuda is a registered Bermuda insurance company and is not licensed or admitted as an insurer in any jurisdiction in the U.S., although Arch Re Bermuda has been approved as a “certified reinsurer” in certain U.S. states that allow reduced collateral for reinsurance ceded to such reinsurers. Insurance regulations in the U.S. do not uniformly permit insurance companies to take credit for reinsurance obtained from unlicensed or non-admitted insurers on their statutory financial statements unless security is posted, and Arch Re Bermuda's contracts generally require it to post a letter of credit or provide other security, even in U.S. states where it has been approved for reduced collateral. Although, to date, Arch Re Bermuda has not experienced any difficulties in providing collateral when required, if we are unable to post security in the form of letters of credit or trust funds when required, the operations of Arch Re Bermuda could be significantly and negatively affected.
ACGL is a holding company and is dependent on dividends and other payments from its operating subsidiaries, which are subject to dividend restrictions, to make payments, including the payment of debt service obligations and operating expenses we may incur and any payments of dividends, redemption amounts or liquidation amounts with respect to our preferred shares and common shares.
ACGL is a holding company whose assets primarily consist of the shares in our subsidiaries. Generally, ACGL depends on its available cash resources, liquid investments and dividends or other distributions from subsidiaries to make payments,
including the payment of debt service obligations and operating expenses it may incur and any payments of dividends, redemption amounts or liquidation amounts with respect to our preferred shares and common shares, and to fund the share repurchase program. The ability of our regulated insurance and reinsurance subsidiaries to pay dividends or make distributions is dependent on their ability to meet applicable regulatory standards. In addition, the ability of our insurance and reinsurance subsidiaries to pay dividends to ACGL and to intermediate parent companies owned by ACGL could be constrained by our dependence on financial strength ratings from independent rating agencies. Our ratings from these agencies depend to a large extent on the capitalization levels of our insurance and reinsurance subsidiaries. We believe that ACGL has sufficient cash resources and available dividend capacity to service its indebtedness and other current outstanding obligations. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—FinancialOperations-Financial Condition, Liquidity and Capital Resources—Resources- Liquidity and Capital Resources.”
The enforcement of civil liabilities against us may be difficult.
We are a Bermuda company and some of our officers and directors are residents of various jurisdictions outside the U.S. All or a substantial portion of our assets and the assets of those persons may be located outside the U.S. As a result, it may be difficult for you to effect service of process within the U.S. upon those persons or to enforce in U.S. courts judgments obtained against those persons.
We have appointed National Registered Agents, Inc., New York, New York, as our agent for service of process with respect to actions based on offers and sales of securities made in the U.S. We have been advised by our special Bermuda legal counsel, Conyers Dill & Pearman Limited, that the U.S. and Bermuda do not currently have a treaty providing for reciprocal recognition and enforcement of judgments of U.S. courts in civil and commercial matters and that a final judgment for the payment of money rendered by a court in the U.S. based on civil liability, whether or not predicated solely upon the U.S. federal securities laws, would, therefore, not be automatically enforceable in Bermuda. We also have been advised by Conyers Dill & Pearman Limited that a final and conclusive judgment obtained in a court in the U.S. under which a sum of money is payable as compensatory damages (i.e., not being a sum claimed by a revenue authority for taxes or other charges of a similar nature by a governmental authority, or in respect of a fine or penalty or multiple or punitive damages) may be the subject of an action on a debt in the Supreme Court of Bermuda under the common law doctrine of obligation.
Such an action should be successful upon proof that the sum of money is due and payable, and without having to prove the facts supporting the underlying judgment, as long as: the court which gave the judgment had proper jurisdiction over the parties to


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such judgment; such court did not contravene the rules of natural justice of Bermuda; such judgment was not obtained by fraud; the enforcement of the judgment would not be contrary to the public policy of Bermuda; no new admissible evidence relevant to the action is submitted prior to the rendering of the judgment by the courts of Bermuda; and there is due compliance with the correct procedures under Bermuda law.
A Bermuda court may impose civil liability on us or our directors or officers in a suit brought in the Supreme Court of Bermuda against us or such persons with respect to a violation of U.S. federal securities laws, provided that the facts surrounding such violation would constitute or give rise to a cause of action under Bermuda law.

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Our international business is subject to applicable laws and regulations relating to sanctions and foreign corrupt practices, the violation of which could adversely affect our operations.
We must comply with all applicable economic sanctions and anti-bribery laws and regulations of the U.S. and other foreign jurisdictions where we operate, including the U.K. and the European Community. U.S. laws and regulations applicable to us include the economic trade sanctions laws and regulations administered by the Treasury’s Office of Foreign Assets Control as well as certain laws administered by the U.S. Department of State. In addition, we are subject to the Foreign Corrupt Practices Act and other anti-bribery laws such as the U.K. Bribery Act that generally bar corrupt payments or unreasonable gifts to foreign governments or officials. Although we have policies and controls in place that are designed to ensure compliance with these laws and regulations, it is possible that an employee or intermediary could fail to comply with applicable laws and regulations. In such event, we could be exposed to civil penalties, criminal penalties and other sanctions, including fines or other punitive actions. In addition, such violations could damage our business and/or our reputation. Such criminal or civil sanctions, penalties, other sanctions, and damage to our business and/or reputation could have a material adverse effect on our financial condition and results of operations.
Risk Relating to Our Preferred Shares
General market conditions and unpredictable factors could adversely affect market prices for our outstanding preferred shares.
There can be no assurance about the market prices for anyour series of ourpreferred shares that are traded publicly, the series C and series E preferred shares. Our series D preferred shares were issued in connection with the UGC acquisition and are not publicly traded (as described under “Risks Relating to Our Company—The price of our common shares may be volatile”).
Several factors, many of which are beyond our control, will influence the fair value of such series of preferred shares. Factors that might influence the fair value of any series of our preferred shares, include,including, but are not limited to:
whether dividends have been declared and are likely to be declared on any series of our preferred shares from time to time;
our creditworthiness, financial condition, performance and prospects;
whether the ratings on any series of our preferred shares provided by any ratings agency have changed;
the market for similar securities; and
economic, financial, geopolitical, regulatory or judicial events that affect us and/or the insurance or financial markets generally.
Dividends on our preferred shares are non-cumulative.
Dividends on our preferred shares are non-cumulative and payable only out of lawfully available funds of ACGL under Bermuda law. Consequently, if ACGL's board of directors (or a duly authorized committee of the board) does not authorize and declare a dividend for any dividend period with respect to any series of our preferred shares, holders of such preferred shares would not be entitled to receive any such dividend, and such unpaid dividend will not accrue and will never be payable. ACGL will have no obligation to pay dividends for a dividend period on or after the dividend payment date for such period if its board of directors (or a duly authorized committee of the board) has not declared such dividend before the related dividend payment date; if dividends on anyour series of ourC or series E preferred shares are authorized and declared with respect to any subsequent dividend period, ACGL will be free to pay dividends on any other series of preferred shares, including our series D preferred shares, and/or our common shares. In the past, we have not paid dividends on our common shares.
Our preferred shares are equity and are subordinate to our existing and future indebtedness.
Our preferred shares are equity interests and do not constitute indebtedness. As such, ourthese preferred shares will rank junior to all of our indebtedness and other non-equity claims with respect to assets available to satisfy our claims, including in our liquidation. As of December 31, 2015,2016, our total consolidated long-term debt was $900.0 million.$2.25 billion. We may incur additional debt in the future. Our existing and future indebtedness may restrict payments of dividends on our preferred shares. Additionally, unlike indebtedness, where principal and interest would customarily be payable on specified due dates, in the case of preferred shares, like our preferred shares, (1) dividends are payable only if declared by the board of directors of ACGL (or a duly authorized committee of the board) and (2) as described under “Risks Relating to Our Company—ACGL is a holding company and is dependent on


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dividends and other payments from its operating subsidiaries, which are subject to dividend restrictions, to make payments, including the payment of debt service obligations and operating expenses we may incur and any payments of dividends, redemption amounts or liquidation amounts with respect to our preferred shares and common shares,” we are subject to certain regulatory and other constraints affecting our ability to pay dividends and make other payments.

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The voting rights of holders of our preferred shares are limited.
Holders of our preferred shares have no voting rights with respect to matters that generally require the approval of voting shareholders. The limited voting rights of holders of our preferred shares include the right to vote as a class on certain fundamental matters that affect the preference or special rights of our preferred shares as set forth in the certificate of designations relating to each series of preferred shares. In addition, if dividends on anyour series of ourC or series E preferred shares have not been declared or paid for the equivalent of six dividend payments, whether or not for consecutive dividend periods, holders of the outstanding series C or series E preferred shares of any series will be entitled to vote for the election of two additional directors to our board of directors subject to the terms and to the limited extent as set forth in the certificate of designations relating to such series of preferred shares.
There is no limitation on our issuance of securities that rank equally with or senior to our preferred shares.
WeOur series C and series E preferred shares rank senior to our series D preferred shares, and we may issue additional securities that rank equally with or senior to our preferred shares without limitation. The issuance of securities ranking equally with or senior to our preferred shares may reduce the amount available for dividends and the amount recoverable by holders of such series in the event of a liquidation, dissolution or winding-up of ACGL.
Risks Relating to Taxation
We and our non-U.S. subsidiaries may become subject to U.S. federal income taxation.taxation and/or the U.S. federal income tax liabilities of our U.S. subsidiaries may increase.
ACGL and its non-U.S. subsidiaries intend to operate their business in a manner that will not cause them to be treated as engaged in a trade or business in the U.S. and, thus, will not be required to pay U.S. federal income taxes (other than U.S. excise taxes on insurance and reinsurance premium and withholding taxes on certain U.S. source investment income) on their income. However, because there is uncertainty as to the activities which constitute being engaged in a trade or business in the U.S., there can be no assurances that the IRS will not contend successfully that ACGL or its non-U.S. subsidiaries are engaged in a trade or business in the U.S. If ACGL or any of
its non-U.S. subsidiaries were subject to U.S. income tax, our shareholders' equity and earnings could be adversely affected.
Congress has been considering legislation intended to eliminate certain perceived tax advantages of Bermuda and other non-U.S. insurance companies and U.S. insurance companies having Bermuda and other non-U.S. affiliates, including perceived tax benefits resulting principally from reinsurance between or among U.S. insurance companies and their Bermuda affiliates. Some U.S. insurance companies have also been lobbying Congress recently to pass such legislation. In this regard, the American Jobs Creation Act of 2004 (the “Jobs Act”) permits the IRS to re-allocate, re-characterize or adjust items of income, deduction or certain other items related to a reinsurance agreement between related parties to reflect the proper source, character and amount for each item (in contrast to prior law, which only covered source and character). The Jobs Act also eliminated the tax benefits available to a U.S. company that, after March 4, 2003, changed its legal domicile to a non-U.S. jurisdiction, a transaction commonly known as an inversion. We changed our legal domicile from the U.S. to Bermuda, but were not affected by the anti-inversion rule because our change in domicile occurred in November 2000. The American Infrastructure Investment and Improvement Act of 2008 as passed by the Senate Finance Committee would have made the Jobs Act anti-inversion rule applicable retroactively to inversions that occurred after March 20, 2002. Although this modification would not affect ACGL, no assurance can be given that if reintroduced in the current Congress the final bill will not make the Jobs Act anti-inversion rule applicable retroactively to inversions that occurred on an earlier date, in which case ACGL could be adversely affected. A legislative proposal reintroduced in 2015 would treat certain foreign corporations as U.S. corporations if such corporation is primarily managed and controlled within the U.S. While we believe ACGL is not primarily managed and controlled within the U.S., there is no assurance that the proposal would not apply to ACGL. Another legislative proposal would treat a foreign corporation as a U.S. corporation if it is determined that the foreign corporation was formed or organized principally for the purpose of avoiding being treated as a U.S. corporation. It is uncertain whether this proposal would apply to ACGL, but it would adversely affect us if enacted and found to apply. Another legislative proposal has been introduced that would treat certain “tax haven CFCs” as U.S. corporations for federal income tax purposes. The term “tax haven CFC” would include a Bermuda corporation that is a controlled foreign corporation, but would exclude corporations that engage in the active conduct of a trade or business in Bermuda. It is not clear how this bill would apply to ACGL, which conducts its insurance and reinsurance businesses through its subsidiaries. Further, it is not clear whether this bill was intended to apply to a publicly traded company such as ACGL. There is no assurance that this legislative proposal, if enacted, would not apply to ACGL or any of its non-U.S. subsidiaries. In addition, Congress has conducted hearings relating to the tax treatment of

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conducted hearings relating to the tax treatment of reinsurance between affiliates and is reported to be considering legislation that would adversely affect reinsurance between U.S. and non-U.S. affiliates. One such proposal would increase the excise tax rate on reinsurance premiums paid to affiliated non-U.S. reinsurers. A legislative proposal in the House of Representatives as well as a prior Senate Finance Committee staff discussion draft and other prior proposals would limit deductions for premiums ceded to affiliated non-U.S. reinsurers above certain levels. The Administration’s Fiscal Year 2017 Revenue Proposals contain a similar but more restrictive provision that would deny deductions for all premiums ceded to affiliated non-U.S. reinsurers, offset by an exclusion for any ceding commissions received or reinsurance recovered from such affiliates. Two legislative proposals (i.e., H.R. 3157 and S. 1963) introduced during the 112th Congress and two legislative proposals (i.e., (H.R. 6270 and S. 3424 ) introduced during the 114th Congress) appeared to include a provision that is similar to the one contained in the Administration’s Fiscal Year 2017 Revenue Proposals. No similar proposal has been introduced in the current 114th115th Congress. In July 2015, the Senate Finance Committee’s International Tax Reform Working Group released a final report providing a loose framework for U.S. tax reform. While the final report discussed issues regarding foreign affiliate reinsurance, it did not recommend any specific proposal in this respect. Enactment of any such legislation or proposal described above as well as other changes in U.S. tax laws, regulations and interpretations thereof to address these issues could adversely affect us.
In November 2013, the Senate Committee on Finance published two alternative Chairman’s Staff Discussion Drafts on reforming international business taxation. The drafts contain legislative proposals that, if enacted, could adversely affect us. The drafts include a provision to limit deductions for premium ceded to affiliated non-U.S. reinsurers, which is similar to the provision in the Administration’s Fiscal Year 2017 Revenue Proposals as described above. The drafts would repeal the portfolio interest exemption on U.S. corporate debt, which could significantly increase tax liabilities on our investment portfolio or cause us to increase investment in non-U.S. corporate debt. In February 2014, the House Ways and Means Committee Chairman Dave Camp published a tax reform proposal titled “Tax Reform Act of 2014,” which was subsequently introduced to the Congress in December 2014 (the “Camp bill”). The Camp bill contains several provisions that, if enacted, could adversely affect us. One provision is similar to the reinsurance premium disallowance provision contained in the Administration’s Fiscal Year 2017 Revenue Proposals as described above. Other provisions in the Camp bill would modify certain tax rules applicable to U.S. and non-U.S. insurance companies, which could adversely affect our U.S. federal income tax liabilities. The Camp bill has not been reintroduced in the 114th Congress or the current 114th115th Congress. In February 2016, the United States Treasury
released a revised 2016 U.S. Model Income Tax Convention which contained several substantive changes to the 2006 U.S. Model Income Tax Convention. These changes outline the United States Treasury’s positions on related issues in the future treaty negotiations. While the changes would have no legal effect unless they are incorporated in the relevant income tax treaties through negotiation with other contracting states, there is no assurance that the adoption of any of the changes would not adversely affect income tax liabilities of us or any of our subsidiaries.
In June 2016, the House Committee on Ways and Means issued a tax reform blueprint titled “Better Way for Tax Reform” as a conceptual framework for future reform of the United States tax laws. The blueprint proposes a so-called “border adjustment” system under which companies generally would be exempt from taxation on exports of goods and services and would be denied a tax deduction for any imports of goods or services. No detailed legislative proposal has been introduced in current Congress to implement the tax reform blueprint and it is unclear how an insurance company will be taxed under a “border adjustment” system. It is possible that any deduction for the reinsurance premiums paid by a U.S. insurance company to a non-U.S. insurance company would be disallowed and/or that an import tax on reinsurance premiums may be imposed. Any such disallowance of deductions for reinsurance premiums and/or import tax on reinsurance premiums (or other changes arising under the tax reform blueprint), if adopted, could adversely affect us and our subsidiaries.
Our non-U.K. companies may be subject to U.K. tax that may have a material adverse effect on our results of operations.
We intend to operate in such a manner so that none of our companies, other than our U.K. subsidiaries and branch operations (the “U.K. Group”), should be resident in the U.K. for tax purposes or carry on a trade, whether or not through a permanent establishment, in the U.K. Accordingly, we do not expect that of our other subsidiaries, other than the U.K. Group, should be subject to U.K. tax. Case law has held that whether or not a trade is being carried on in the U.K. is a matter of fact and emphasis is placed on where the operations take place from which the profits in substance arise. HM Revenue and Customs might contend successfully that one or more of our subsidiaries, in addition to the U.K. Group, is carrying on a trade in the U.K. For U.K. tax purposes, a non-U.K. tax resident company will be subject to U.K. corporation tax only if it carries on a trade through a permanent establishment in the U.K. However, that subsidiary may still be subject to U.K. income tax if it carries on a trade in the U.K., without a permanent establishment, unless it is entitled to the protection afforded by a double tax treaty between the U.K. and the jurisdiction in which that company is resident. If any of our subsidiaries is treated as resident, or carrying on a trade, in the U.K., whether or not through a permanent establishment, and, therefore, subject to


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U.K. tax, our results of operations could be materially adversely affected.
We may become subject to taxes in Bermuda after March 31, 2035, which may have a material adverse effect on our results of operations.
Under current Bermuda law, we are not subject to tax on income, profits, withholding, capital gains or capital transfers. Furthermore, we have obtained from the Minister of Finance of Bermuda under the Exempted Undertakings Tax Protection Act, 1966, an assurance that, in the event that Bermuda enacts legislation imposing tax computed on profits, income, any capital asset, gain or appreciation, or any tax in the nature of estate duty or inheritance tax, then the imposition of the tax will not be applicable to us or our operations until March 31, 2035. We could be subject to taxes in Bermuda after

74



that date. This assurance does not, however, prevent the imposition of taxes on any person ordinarily resident in Bermuda or any company in respect of its ownership of real property or leasehold interests in Bermuda.
The impact of Bermuda's letter of commitment to the OECD to eliminate harmful tax practices is uncertain and could adversely affect our tax status in Bermuda.
The Organization for Economic Cooperation and Development (“OECD”) has published reports and launched a global initiative among member and non-member countries on measures to limit harmful tax competition. These measures are largely directed at counteracting the effects of tax havens and preferential tax regimes in countries around the world. Bermuda was not listed in the most recent report as an uncooperative tax haven jurisdiction because it had previously committed to eliminate harmful tax practices, to embrace international tax standards for transparency, to exchange information and to eliminate an environment that attracts business with no substantial domestic activity. We are not able predict what changes will arise from the commitment or whether such changes will subject us to additional taxes.
We may become subject to increased taxation in Bermuda and other countries as a result of the OECD's plan on “Base erosion and profit shifting.”
The OECD, with the support of the G20, initiated the “base erosion and profit shifting” (“BEPS”) project in 2013 in response to concerns that international tax standards have not kept pace with changes in global business practices and that changes are needed to international tax laws to address situations where multinationals may pay little or no tax in certain jurisdictions by shifting profits away from jurisdictions where the activities creating those profits may take place. In October 2015, the OECD issued “final reports” in connection with the BEPS project. The final reports have been approved for adoption by the G20 finance ministers in November 2015.
The final reports provide the basis for international standards for corporate taxation that are designed to prevent, among other things, the artificial shifting of income to tax havens and low-tax jurisdictions, the erosion of the tax base through interest deductions on intercompany debt and the artificial avoidance of permanent establishments (i.e.(i.e., tax nexus with a jurisdiction). The measures also contemplate the development of a multilateral instrument to incorporate and facilitate changes to tax treaties.
Legislation to adopt these standards has been enacted or is currently under consideration in a number of jurisdictions to implement these standards, including country by country reporting. As a result, our income may be taxed in jurisdictions where it is not currently taxed and at higher rates of tax than currently taxed, which may substantially increase our effective tax rate. Also, the adoption of these standards may increase the complexity and costs associated with tax compliance and adversely affect our financial position and results of operation.

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ITEM 1B. UNRESOLVED STAFF COMMENTS


None.
ITEM 2. PROPERTIES
ITEM 2.
PROPERTIES
We lease office space in Bermuda where our principal offices are located. Our reinsurance group leases space for offices in the U.S., Bermuda, Europe, Canada and Dubai. Our insurance group leases space for offices in the U.S., Canada, Bermuda, Europe, South Africa and Australia. Our mortgage group leases
space for offices in the U.S. and Australia. We believe that the above described office space is adequate for our needs. However, as we continue to develop our business, we may open additional office locations in 2016.2017.
ITEM 3. LEGAL PROCEEDINGS
ITEM 3.
LEGAL PROCEEDINGS
We, in common with the insurance industry in general, are subject to litigation and arbitration in the normal course of our business. As of December 31, 2015,2016, we were not a party to any
litigation or arbitration which is expected by management to have a material adverse effect on our results of operations and financial condition and liquidity.
ITEM 4. MINE SAFETY DISCLOSURES
ITEM 4.
MINE SAFETY DISCLOSURES
Not applicable.

PART II

ITEM 5.MARKET FOR REGISTRANT’S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF EQUITY SECURITIES

MARKET INFORMATION
Our common shares are traded on the NASDAQ Stock Market under the symbol “ACGL.” The following table sets forth the high and low sales prices for our common shares for the two most recent fiscal years by quarter:
2015 20142016 2015
High Low High LowHigh Low High Low
1st Quarter
$63.01
 
$57.67
 
$59.55
 
$52.23

$71.67
 
$59.83
 
$63.01
 
$57.67
2nd Quarter
$68.01
 
$59.78
 
$58.52
 
$55.61

$73.12
 
$67.50
 
$68.01
 
$59.78
3rd Quarter
$74.98
 
$64.28
 
$58.24
 
$52.98

$85.16
 
$68.85
 
$74.98
 
$64.28
4th Quarter
$78.81
 
$67.98
 
$60.10
 
$52.51

$88.41
 
$76.47
 
$78.81
 
$67.98
On February 23, 2016,24, 2017, the high and low sales prices and the closing price for our common shares as reported on the NASDAQ Stock Market were $68.59, $66.39 and $68.16,$94.72, $92.71and $94.54, respectively.
HOLDERS
As of February 23, 2016,24, 2017, and based on information provided to us by our transfer agent and proxy solicitor, there were 1,053996 holders of record of our common shares and approximately 23,00029,800 beneficial holders of our common shares.

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ISSUER PURCHASES OF EQUITY SECURITIES
The following table summarizes our purchases of our common shares for the 20152016 fourth quarter:
  Issuer Purchases of Equity Securities
Period Total Number of Shares Purchased (1) Average Price Paid per Share Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs Approximate Dollar Value of Shares that May Yet be Purchased Under the Plan or Programs (2)
10/1/2015-10/31/2015 1,948 $75.89
 
 $521,757
11/1/2015-11/30/2015 10,198 $73.95
 
 $521,757
12/1/2015-12/31/2015 2,956 $70.10
 
 $521,757
Total 15,102 $73.45
 
 $521,757
  Issuer Purchases of Common Shares
Period Total Number of Shares Purchased (1) Average Price Paid per Share Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs Approximate Dollar Value of Shares that May Yet be Purchased Under the Plan or Programs (2)
10/1/2016-10/31/2016 8,263 $77.59
 
 $446,501
11/1/2016-11/30/2016 5,364 $79.33
 
 $446,501
12/1/2016-12/31/2016 19,131 $85.93
 
 $446,501
Total 32,758 $82.74
 
 $446,501
(1)Includes repurchases by ACGL of shares, from time to time, from employees in order to facilitate the payment of withholding taxes on restricted shares granted and the exercise of stock appreciation rights. We purchased these shares at their fair market value, as determined by reference to the closing price of our common shares on the day the restricted shares vested or the stock appreciation rights were exercised.
(2)Remaining amount available at December 31, 20152016 under ACGL’s share repurchase authorization, under which repurchases may be effected from time to time in open market or privately negotiated transactions through December 31, 2016.2019.
The following table summarizes our purchases of series C non-cumulative preferred shares for the 2016 fourth quarter:
  Issuer Purchases of Preferred Shares
Period Total Number of Shares Purchased (1) Average Price Paid per Share Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs Approximate Dollar Value of Shares that May Yet be Purchased Under the Plan or Programs
12/1/2016-12/31/2016 97,807 $25.48
 
 
Total 97,807 $25.48
 
 
DIVIDENDS
Any determination to pay dividends on ACGL’s Series C non-cumulative preferred shares (“Series C preferred shares”) or common shares will be at the discretion of ACGL’s board of directors (or a duly authorized committee of the board of directors) and will be dependent upon its results of operations, financial condition and other factors deemed relevant by ACGL’s board of directors. As a holding company, ACGL will depend on future dividends and other permitted payments from its subsidiaries to pay dividends to its shareholders. ACGL’s subsidiaries’ ability to pay dividends, as well as its ability to pay dividends, is subject to regulatory, contractual, rating agency and other constraints. So long as any Series Cnon-cumulative preferred shares remain outstanding for any dividend period, unless the full dividends for the latest completed dividend period on all outstanding Series Cnon-cumulative preferred shares and parity shares have been declared and paid (or declared and a sum sufficient for the payment thereof has been set aside), (a) no dividend may be paid or declared on ACGL’s common shares or any of its other securities ranking junior to the Series Cnon-cumulative preferred shares (other than a dividend payable solely in common shares or in such other junior securities) and (b) no common shares or other junior shares may be purchased, redeemed or otherwise acquired for consideration by ACGL, directly or indirectly (other than (i) as a result of a reclassification of junior shares for or into other junior shares, or the exchange or conversion of one junior share for or into another junior share, (ii) through the use of the proceeds of a substantially contemporaneous sale of junior shares and (iii) as permitted by the bye-laws of ACGL in effect on the date of issuance of the Series Cnon-cumulative preferred shares).


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PERFORMANCE GRAPH
The following graph compares the cumulative total shareholder return on our common shares for each of the last five years through December 31, 20152016 to the cumulative total return, assuming reinvestment of dividends, of (1) S&P 500 Composite Stock Index (“S&P 500 Index”) and (2) the S&P 500 Property & Casualty Insurance Index. The share price performance presented below is not necessarily indicative of future results.

CUMULATIVE TOTAL SHAREHOLDER RETURN (1)(2)(3)
 Base Period  Base Period 
Company Name/Index12/31/1012/31/11
12/31/12
12/31/13
12/31/14
12/31/15
Company Name/Index12/31/1112/31/12
12/31/13
12/31/14
12/31/15
12/31/16
lArch Capital Group Ltd.
$100.00

$126.85

$149.98

$203.37

$201.36

$237.65
Arch Capital Group Ltd.
$100.00

$118.24

$160.33

$158.74

$187.35

$231.78
nS&P 500 Index
$100.00

$102.11

$118.45

$156.82

$178.28

$180.75
S&P 500 Index
$100.00

$116.00

$153.57

$174.60

$177.01

$198.18
pS&P 500 Property & Casualty Insurance Index
$100.00

$99.75

$119.81

$165.69

$191.78

$210.05
S&P 500 Property & Casualty Insurance Index
$100.00

$120.11

$166.10

$192.25

$210.57

$243.65
(1)Stock price appreciation plus dividends.
(2)The above graph assumes that the value of the investment was $100 on December 31, 2010.2011.
(3)This graph is not “soliciting material,” is not deemed filed with the SEC and is not to be incorporated by reference in any filing by us under the Securities Act of 1933 or the Securities and Exchange Act of 1934, whether made before or after the date hereof and irrespective of any general incorporation language in any such filing.

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ITEM 6.
ITEM 6.SELECTED FINANCIAL DATA

The following tables set forth summary historical consolidated financial and operating data (including the results of the ‘other’ segment) and should be read in conjunction with “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and our financial statements and the related notes.
(U.S. dollars in thousands except share data)Year Ended December 31,Year Ended December 31,
2015 2014 2013 2012 20112016 2015 2014 2013 2012
Statement of Income Data:(1)                  
Net premiums written$3,817,531
 $3,891,938
 $3,351,367
 $3,052,235
 $2,673,326
$4,031,391
 $3,817,531
 $3,891,938
 $3,351,367
 $3,052,235
Net premiums earned3,733,905
 3,593,748
 3,145,952
 2,935,140
 2,631,815
3,884,822
 3,733,905
 3,593,748
 3,145,952
 2,935,140
Net investment income348,090
 302,585
 267,219
 294,895
 338,198
366,742
 348,090
 302,585
 267,219
 294,895
Equity in net income (loss) of investment funds accounted for using the equity method25,455
 19,883
 35,701
 73,510
 (9,605)48,475
 25,455
 19,883
 35,701
 73,510
Net realized gains(185,842) 102,917
 74,018
 194,228
 110,646
Net realized gains (losses)137,586
 (185,842) 102,917
 74,018
 194,228
Total revenues3,936,590
 3,988,873
 3,526,157
 3,482,381
 3,063,307
4,463,556
 3,936,590
 3,988,873
 3,526,157
 3,482,381
Income before income taxes567,194
 844,247
 742,505
 589,387
 426,370
855,552
 567,194
 844,247
 734,770
 586,368
Net income$526,582
 $821,260
 $709,731
 $593,397
 $436,163
$824,178
 $526,582
 $821,260
 $703,119
 $590,815
Net (income) loss attributable to noncontrolling interests11,156
 13,095
 
 
 
(131,440) 11,156
 13,095
 
 
Net income available to Arch537,738
 834,355
 709,731
 593,397
 436,163
692,738
 537,738
 834,355
 703,119
 590,815
Preferred dividends(21,938) (21,938) (21,938) (25,079) (25,844)(28,070) (21,938) (21,938) (21,938) (25,079)
Loss on repurchase of preferred shares
 
 
 (10,612) 

 
 
 
 (10,612)
Net income available to Arch common shareholders$515,800
 $812,417
 $687,793
 $557,706
 $410,319
$664,668
 $515,800
 $812,417
 $681,181
 $555,124
Diluted net income per share$4.09
 $6.02
 $5.07
 $4.03
 $2.97
$5.33
 $4.09
 $6.02
 $5.02
 $4.02
Cash dividends per share
 
 
 
 

 
 
 
 
After-tax operating income available to Arch common shareholders (1)(2)$565,199
 $617,312
 $595,715
 $350,640
 $303,382
$577,444
 $565,199
 $617,312
 $589,103
 $348,058
After-tax operating income available to Arch common shareholders per share — diluted (1)(2)$4.48
 $4.58
 $4.39
 $2.54
 $2.19
$4.63
 $4.48
 $4.58
 $4.34
 $2.52
After-tax operating return on average common equity (2)9.7% 11.1% 11.7% 7.7% 7.2%
Weighted average common shares and common share equivalents outstanding — diluted126,038,743
 134,922,322
 135,777,183
 138,258,847
 138,289,702
After-tax return on average common equity (3)10.9% 8.9% 14.7% 13.5% 12.3%
After-tax operating return on average common equity (3)9.4% 9.7% 11.2% 11.7% 7.7%
Weighted average common shares and common share equivalents outstanding — diluted (3)124,717,493
 126,038,743
 134,922,322
 135,777,183
 138,258,847
(1)Amounts reflect a cumulative effect of an accounting change. See note 1, “General,” of the notes accompanying our consolidated financial statements for additional information.
(2)After-tax operating income available to Arch common shareholders is defined as net income available to Arch common shareholders, excluding net realized gains or losses, net impairment losses included in earnings, equity in net income or loss of investment funds accounted for using the equity method, net foreign exchange gains or losses, UGC transaction costs and other and loss on repurchase of preferred shares, net of income taxes. The presentation of after-tax operating income available to Arch common shareholders is a “non-GAAP financial measure” as defined in Regulation G. See “Management’s Discussion and Analysis—Analysis of Financial Condition and Results of Operations—General—Comment on Non-GAAP Financial Measures” for further details.
(2)(3)Equals after-tax operating income available to Arch common shareholders divided by the average of beginning and ending common shareholders’ equity for each period presented. For the 2016 period, the return on average common shareholders’ equity reflects the weighted impact of the $1.10 billion of convertible non-voting common equivalent preferred shares, which were issued on December 31, 2016 as part of the UGC acquisition. For the 2015 and prior periods, the average common shareholders’ equity balances in each period reflect a cumulative effect of an accounting change. See note 1, “General,” of the notes accompanying our consolidated financial statements for additional information.



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(U.S. dollars in thousands except share data)December 31,December 31,
2015 2014 2013 2012 20112016 2015 2014 2013 2012
Balance Sheet Data:                  
Total investable assets (1)$16,340,938
 $15,762,730
 $14,049,525
 $13,045,134
 $12,316,205
$20,493,952
 $16,340,938
 $15,762,730
 $14,049,525
 $13,045,134
Premiums receivable983,443
 948,695
 753,924
 688,873
 501,563
1,072,435
 983,443
 948,695
 753,924
 688,873
Reinsurance recoverables on unpaid and paid losses and loss adjustment expenses1,867,373
 1,812,845
 1,804,330
 1,870,037
 1,851,584
2,114,138
 1,867,373
 1,812,845
 1,804,330
 1,870,037
Total assets(2)23,177,270
 22,006,081
 19,557,054
 17,813,419
 17,101,951
29,372,109
 23,138,931
 21,967,742
 19,518,715
 17,778,189
Reserves for losses and loss adjustment expenses:                  
Before unpaid losses and loss adjustment expenses recoverable9,125,250
 9,036,448
 8,824,696
 8,933,292
 8,456,210
10,200,960
 9,125,250
 9,036,448
 8,824,696
 8,933,292
Net of unpaid losses and loss adjustment expenses recoverable7,296,413
 7,258,145
 7,076,446
 7,104,222
 6,638,163
8,117,385
 7,296,413
 7,258,145
 7,076,446
 7,104,222
Unearned premiums:                  
Before prepaid reinsurance premiums2,333,932
 2,231,578
 1,896,365
 1,647,978
 1,411,872
Net of prepaid reinsurance premiums1,906,323
 1,854,500
 1,568,022
 1,349,494
 1,146,176
Before ceded unearned premiums3,406,870
 2,333,932
 2,231,578
 1,896,365
 1,647,978
Net of ceded unearned premiums2,547,303
 1,906,323
 1,854,500
 1,568,022
 1,349,494
Senior notes791,306
 791,141
 790,960
 296,657
 296,594
1,732,258
 791,306
 791,141
 790,960
 296,657
Revolving credit agreement borrowings530,434
 100,000
 100,000
 100,000
 100,000
756,650
 530,434
 100,000
 100,000
 100,000
Total liabilities16,028,376
 14,887,435
 13,909,558
 12,644,541
 12,509,877
20,060,984
 16,028,376
 14,887,435
 13,909,558
 12,644,541
Total shareholders’ equity(2)6,943,712
 6,899,134
 5,647,496
 5,168,878
 4,592,074
9,105,572
 6,905,373
 6,860,795
 5,609,157
 5,133,648
Total shareholders' equity available to Arch(2)6,204,881
 6,130,053
 5,647,496
 5,168,878
 4,592,074
8,253,718
 6,166,542
 6,091,714
 5,609,157
 5,133,648
Preferred shareholders' equity325,000
 325,000
 325,000
 325,000
 325,000
772,555
 325,000
 325,000
 325,000
 325,000
Common shareholders' equity available to Arch(2)$5,879,881
 $5,805,053
 $5,322,496
 $4,843,878
 $4,267,074
$7,481,163
 $5,841,542
 $5,766,714
 $5,284,157
 $4,808,648
Common shares outstanding, net of treasury shares (2)122,627,783
 127,367,934
 133,674,884
 133,842,613
 134,358,345
Book value per common share (3)$47.95
 $45.58
 $39.82
 $36.19
 $31.76
Common shares and common share equivalents outstanding, net of treasury shares (3)135,550,337
 122,627,783
 127,367,934
 133,674,884
 133,842,613
Book value per share (2) (4)$55.19
 $47.64
 $45.28
 $39.53
 $35.93
(1)This table excludes the collateral received and reinvested and includes the securities pledged under securities lending agreements, at fair value.
(2)ReflectsBalances for December 31, 2015 and prior periods reflect a cumulative effect of an accounting change. See note 1, “General,” of the impact ofnotes accompanying our share repurchase program.consolidated financial statements for additional information.
(3)Reflects the impact of the $1.10 billion of convertible non-voting common equivalent preferred shares, which were issued on December 31, 2016 as part of the UGC acquisition.
(4)Excludes the effects of stock options and restricted stock units.


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ITEM 7.MANAGEMENT'S
MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
The following discussion and analysis contains forward-looking statements which involve inherent risks and uncertainties. All statements other than statements of historical fact are forward-looking statements. These statements are based on our current assessment of risks and uncertainties. Actual results may differ materially from those expressed or implied in these statements and, therefore, undue reliance should not be placed on them. Important factors that could cause actual events or results to differ materially from those indicated in such statements are discussed in this report, including the sections entitled “Cautionary Note Regarding Forward-Looking Statements,” and “Risk Factors.”
This discussion and analysis should be read in conjunction with our audited consolidated financial statements and notes thereto presented under Item 8. Tabular amounts are in U.S. Dollars in thousands, except share amounts, unless otherwise noted.
GENERAL
Overview
OVERVIEW

Arch Capital Group Ltd. (“ACGL” and, together with its subsidiaries, “we” or “us”) is a Bermuda public limited liability company with approximately $7.10$10.49 billion in capital at December 31, 20152016 and, through operations in Bermuda, the United States, Europe and Canada, writes insurance and reinsurance on a worldwide basis. While we are positioned to provide a full rangespecialty lines of property and casualty insurance and reinsurance, lines, we focus on writing specialty lines ofas well as mortgage insurance and reinsurance.reinsurance, on a worldwide basis. It is our belief that our underwriting platform, our experienced management team and our strong capital base that is unencumbered by significant pre-2002 risks have enabled us to establish a strong presence in the insurance and reinsurance markets.
The worldwide property casualty insurance and reinsurance industry is highly competitive and has traditionally been subject to an underwriting cycle in which a hard market (high premium rates, restrictive underwriting standards, as well as terms and conditions, and underwriting gains) is eventually followed by a soft market (low premium rates, relaxed underwriting standards, as well as broader terms and conditions, and underwriting losses). InsuranceProperty casualty market conditions may affect, among other things, the demand for our products, our ability to increase premium rates, the terms and conditions of the insurance policies we write, changes in the products offered by us or changes in our business strategy.
The financial results of the property casualty insurance and reinsurance industry are influenced by factors such as the frequency and/or severity of claims and losses, including natural disasters or other catastrophic events, variations in
interest rates and financial markets, changes in the legal, regulatory and judicial environments, inflationary pressures and general economic conditions. These factors influence, among other things, the demand for insurance or reinsurance, the supply of which is generally related to the total capital of competitors in the market.
Current OutlookMortgage insurance and reinsurance is subject to similar cycles to property casualty except that they have historically been more dependent on macroeconomic conditions.
CURRENT OUTLOOK

The broad property casualty insurance market environment continues to be competitive in our property/casualty business, reflecting a continuation of softeningconsistent with our view in pricing and broadening pressures on terms and conditions. This has been true in bothprior quarters. In our insurance andsegment, we experienced a slight deterioration in rates across certain sectors, while there are signs that reinsurance property casualty segments andterms, especially ceding commissions, have bottomed out. This has led us to continue to reduce writings in certain property casualty lines in 2015.2016. With the continued low interest rate environment, additional price increases are needed in many lines in order for us to achieve our return requirements. Our underwriting teams continue to execute a disciplined strategy by emphasizing small and medium-sized accounts over large accounts.accounts and by utilizing reinsurance purchases to reduce volatility on large account, high capacity business.
Arch Mortgage Insurance Company (“Arch MIOur mortgage operations continue to experience favorable market conditions. Within the U.S.”) continues mortgage insurance sector, we continued to expand into the U.S. mortgage insurance marketplace. AsOur market share continued to increase, reflecting growth in the bank channel and the impact of December 31, 2015, Arch MI U.S. reviewed and approved 904 master policy applications from banks, and 460 of these clients have submitted loans to Arch MI U.S. In addition, Arch MI U.S. launched RateStar, a newour risk-based pricing program, inwhich has met with wide acceptance from bank and credit union clients. In addition, international business and credit risk-sharing transactions continue to provide growth opportunities for our mortgage operations.
In addition, on August 15, 2016, we entered into a Stock Purchase Agreement (the “Stock Purchase Agreement”) with American International Group, Inc. (“AIG”) pursuant to which we agreed to purchase from AIG all of the 2015 fourth quarter. RateStar usesissued and outstanding shares of capital stock of United Guaranty Corporation, a combinationNorth Carolina corporation (“UGC”). The acquisition under the Stock Purchase Agreement is referred to herein as the “UGC acquisition.”
On December 31, 2016, the UGC acquisition was completed. As such, our balance sheet reflects the acquisition of loan characteristicsUGC while our results of operations for 2016 do not include UGC activity other than the impact of capital raising activity and other risk factors to determine premium rates for each loan.transaction


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costs. The aggregate purchase price paid by ACGL was approximately $3.26 billion, consisting of cash consideration of $2.16 billion and convertible non-voting common-equivalent preference shares of ACGL with a fair value of $1.10 billion.
Our objective is to achieve an average operating return on average equity of 15% or greater over the insurance cycle, as opposed to any one calendar year, which we believe to be an attractive return to our common shareholders given the risks we assume. We continue to look for opportunities to find acceptable books of business to underwrite without

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sacrificing underwriting discipline and continue to write a portion of our overall book in catastrophe-exposed business which has the potential to increase the volatility of our operating results.
Changing economic conditions could have a material impact on the frequency and severity of claims and, therefore, could negatively impact our underwriting returns. In addition, volatility in the financial markets could continue to significantly affect our investment returns, reported results and shareholders’ equity. We consider the potential impact of economic trends in the estimation process for establishing unpaid losses and loss adjustment expenses and in determining our investment strategies. In addition, weakness of the U.S., European countries and other key economies, projected budget deficits for the U.S., European countries and other governments and the consequences associated with potential downgrades of securities of the U.S., European countries and other governments by credit rating agencies is inherently unpredictable and could have a material adverse effect on financial markets and economic conditions in the U.S. and throughout the world. In turn, this could have a material adverse effect on our business, financial condition and results of operations and, in particular, this could have a material adverse effect on the value and liquidity of securities in our investment portfolio.
Natural Catastrophe RiskNATURAL CATASTROPHE RISK

We monitor our natural catastrophe risk globally for all perils and regions, in each case, where we believe there is significant exposure. Our models employ both proprietary and vendor-based systems and include cross-line correlations for property, marine, offshore energy, aviation, workers compensation and personal accident. Currently, we seek to limit our 1-in-250 year return period net probable maximum pre-tax loss from a severe catastrophic event in any geographic zone to approximately 25% of total shareholders’ equity available to Arch. We reserve the right to change this threshold at any time. Based on in-force exposure estimated as of January 1, 2016,2017, our modeled peak zone catastrophe exposure is a windstorm affecting the Northeastern U.S., with a net probable maximum pre-tax loss of $489$492 million, followed by windstorms affecting the Gulf of Mexico and Florida Tri-County with net probable maximum
pre-tax losses of $444$427 million and $362$394 million, respectively. Our exposures to other perils, such as U.S. earthquake and international events, were less than the exposures arising from U.S. windstorms and hurricanes in both periods. As of January 1, 2016,2017, our modeled peak zone earthquake exposure (Los Angeles area earthquake) represented approximately 58%61% of our peak zone catastrophe exposure, and our modeled peak zone international exposure (Japan earthquake) was substantially less than both our peak zone windstorm and earthquake exposures.
Net probable maximum pre-tax loss estimates are net of expected reinsurance recoveries, before income tax and before excess reinsurance reinstatement premiums. Loss estimates are reflective of the zone indicated and not the entire portfolio. Since hurricanes and windstorms can affect more than one zone and make multiple landfalls, our loss estimates include clash estimates from other zones. The loss estimates shown above do not represent our maximum exposures and it is highly likely that our actual incurred losses would vary materially from the modeled estimates. There can be no assurances that we will not suffer a net loss greater than 25% of total shareholders' equity available to Arch from one or more catastrophic events due to several factors, including the inherent uncertainties in estimating the frequency and severity of such events and the margin of error in making such determinations resulting from potential inaccuracies and inadequacies in the data provided by clients and brokers, the modeling techniques and the application of such techniques or as a result of a decision to change the percentage of shareholders' equity exposed to a single catastrophic event. Actual losses may also increase if our reinsurers fail to meet their obligations to us or the reinsurance protections purchased by us are exhausted or are otherwise unavailable. See “Risk Factors—Risk Relating to Our Industry” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Natural and Man-Made Catastrophic Events.”

82FINANCIAL MEASURES



Financial Measures
Management uses the following three key financial indicators in evaluating our performance and measuring the overall growth in value generated for ACGL’s common shareholders:
Book Value per Common Share
Book value per common share represents total common shareholders’ equity available to Arch divided by the number of common shares and common share equivalents outstanding. Management uses growth in book value per common share as a key measure of the value generated for our common shareholders each period and believes that book value per common share is the key driver of ACGL’s share price over time. Book value per common share is impacted by, among other factors, our underwriting results, investment returns and share repurchase activity, which has an


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accretive or dilutive impact on book value per common share depending on the purchase price. Book value per common share was $47.95$55.19 at December 31, 2015,2016, a 5.2%15.8% increase from $45.58$47.64 at December 31, 2014.2015. The growth in 20152016 was primarily generated through underwriting returns.and investment returns and benefited from the accretive impact of fair valuing our convertible non-voting common equivalent preferred shares issued as part of the UGC acquisition.
Operating Return on Average Common Equity
Operating return on average common equity (“Operating ROAE”) represents annualized after-tax operating income available to Arch common shareholders divided by the average of beginning and ending common shareholders’ equity available to Arch during the period. After-tax operating income available to Arch common shareholders, a “non-GAAP measure” as defined in the SEC rules, represents net income available to Arch common shareholders, excluding net realized gains or losses, net impairment losses recognized in earnings, equity in net income or loss of investment funds accounted for using the equity method, and net foreign exchange gains or losses and UGC transaction costs and other, net of income taxes. Management uses Operating ROAE as a key measure of the return generated to Arch common shareholders and has set an objective to achieve an average Operating ROAE of 15% or greater over the insurance cycle, as opposed to any one calendar year, which it believes to be an attractive return to common shareholders given the risks we assume. See “Comment on Non-GAAP Financial Measures.” Our Operating ROAE was 9.4% for 2016, compared to 9.7% for 2015 compared to 11.1%and 11.2% for 2014 and 11.7% for 2013.2014. The lower Operating ROAE for 20152016 primarily reflected a lowerhigher level of underwriting income, reflecting current market conditions and changesaverage equity than in mix2015, which more than offset a higher level of business, compared to the 2014 and 2013 periods.after-tax operating income.
Total Return on Investments
Total return on investments includes investment income, equity in net income or loss of investment funds accounted for using the equity method, net realized gains and losses and the change in unrealized gains and losses generated by Arch’s investment portfolio. Total return is calculated on a pre-tax basis and before investment expenses excluding amounts reflected in the ‘other’ segment, and reflects the effect of financial market conditions along with foreign currency fluctuations. Management uses total return on investments as a key measure of the return generated to Arch common shareholders on the capital held in the business, and compares the return generated by our investment portfolio against benchmark returns which we measured our portfolio against during the periods.
The following table summarizes the pre-tax total return (before investment expenses) of investment managedheld by Arch compared to the benchmark return (both based in U.S. Dollars) against which we measured our portfolio during the periods:
Arch Portfolio (1) Benchmark Return
Arch
Portfolio (1)
 
Benchmark
 Return
Pre-tax total return (before investment expenses):    
Year Ended December 31, 20162.07% 2.13%
Year Ended December 31, 20150.41% -0.38 %0.41% -0.38%
Year Ended December 31, 20143.21% 2.58 %3.21% 2.58%
Year Ended December 31, 20131.28% 0.85 %
(1)Our investment expenses were approximately 0.35%0.34%, 0.28%0.35% and 0.26%0.28%, respectively, of average invested assets in 2016, 2015 2014 and 2013.2014.
Total return for our investment portfolio outperformedunderperformed that of the benchmark return index in 20152016 and primarily reflected low investment returns on our investment grade fixed income portfolio, and equities, partially offset by negativestrong returns on non-investment grade fixed income and alternatives. Total return was impacted by strengthening of the U.S. Dollar against the Euro, Canadian Dollar, British Pound Sterling and othera number of major currencies which reduced total return on non-U.S. Dollar denominated investments

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during 2015.2016. Excluding foreign exchange, total return was 2.35% for 2016, compared to 1.62% for 2015 compared toand 4.26% for 2014 and 1.13% for 2013.2014.
The benchmark return index is a customized combination of indices intended to approximate a target portfolio by asset mix and average credit quality while also matching the approximate estimated duration and currency mix of our insurance and reinsurance liabilities. Although the estimated duration and average credit quality of this index will move as the duration and rating of its constituent securities change, generally we generally onlydo not adjust the composition of the benchmark return index except to reflectincorporate changes in our investment portfolio’s currencyto the mix and/orof liability duration.currencies and durations noted above. The benchmark return index should not be interpreted as expressing a preference for or aversion to any particular sector or sector weight. The index is intended solely to provide, unlike many master indices that change based on the size of their constituent indices, a relatively stable basket of investable indices. At December 31, 2015,2016, the benchmark return index had an average credit quality of “Aa2” by Moody’s Investors Service (“Moody’s”), an estimated duration of 3.51 years and3.57 years.


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The benchmark return index included weightings to the following indices:indices, which are primarily from The Bank of America Merrill Lynch (“BoAML”):
 Weighting%
The Bank of America Merrill LynchBoAML 1-10 Year AA U.S. Corporate & Yankees Index21.25021.25%
The Bank of America Merrill LynchBoAML 1-5 Year U.S. Treasury Index13.00013.00
The Bank of America Merrill LynchBoAML U.S. Mortgage Backed Securities Index10.00010.00
The Bank of America Merrill LynchBoAML 3-5 Year Fixed Rate Asset Backed Securities Index7.0007.00
The Bank of America Merrill LynchBoAML 1-10 Year U.S. Municipal Securities Index7.0007.00
The Bank of America Merrill LynchBoAML U.S. High Yield Constrained Index5.5005.50
The Bank of America Merrill LynchBoAML 0-3 Month U.S. Treasury Bill Index5.0005.00
Barclays Capital CMBS InvestmentInv. Grade, AAA Rated Index5.0005.00
Barclays Capital Agency Bullet, 1-10 Year Index5.0005.00
MSCI All Country World Gross Total Return Index5.0005.00
The Bank of America Merrill LynchBoAML 1-10 Year Euro Government Index4.5004.50
The Bank of America Merrill LynchBoAML 5-10 Year U.S. Treasury Index3.2503.25
The Bank of America Merrill LynchBoAML 1-5 Year U.K. Gilt Index3.0003.00
The Bank of America Merrill LynchBoAML 1-10 Year Australian Governments Index2.5002.50
The Bank of America Merrill LynchBoAML 1-5 Year Canada Government Index1.5001.50
The Bank of America Merrill LynchBoAML Euro Government Index1.0001.00
The Bank of America Merrill LynchBoAML 20+ Year Canada Government Index0.5000.50
Total100.000100.00%
COMMENT ON NON-GAAP FINANCIAL MEASURES
Comment on Non-GAAP Financial Measures
Throughout this filing, we present our operations in the way we believe will be the most meaningful and useful to investors, analysts, rating agencies and others who use our financial information in evaluating the performance of our company. This presentation includes the use of after-tax operating income available to Arch common shareholders, which is defined as net income available to Arch common shareholders, excluding net realized gains or losses, net impairment losses recognized in earnings, equity in net income or loss of investment funds accounted for using the equity method, and net foreign exchange gains or losses, netUGC transaction costs and other and income taxes, and the use of income taxes.annualized operating return on average common equity. The presentation of after-tax operating income available to Arch common shareholders is a “non-GAAPand annualized operating return on average common equity are non-GAAP financial measure”measures as defined in Regulation G. The reconciliation of such measuremeasures to net income available to Arch common shareholders and annualized return on average common equity (the most directly comparable GAAP financial measure)measures) in accordance with Regulation G is included under “Results of Operations” below.
We believe that net realized gains or losses, net impairment losses recognized in earnings, equity in net income or loss of investment funds accounted for using the equity method, net foreign exchange gains or losses and UGC transaction costs and other in any particular period are not indicative of the performance of, or trends in, our business. Although net realized gains or losses, net impairment losses recognized in earnings, equity in net income or loss of investment funds accounted for
using the equity method and net foreign exchange gains or losses are an integral part of our operations, the decision to realize investment gains or losses, the recognition of the change in the carrying value of investments accounted for using the fair value option in net realized gains or losses, the recognition of net impairment losses, the recognition of equity in net income or loss of investment funds accounted for using the equity method and the recognition of foreign exchange gains or losses are independent of the insurance underwriting process and result, in large part, from general economic and financial market conditions. Furthermore, certain users of our financial information believe that, for many companies, the timing of the realization of investment gains or losses is largely opportunistic. In addition, net impairment losses recognized in earnings on our investments represent other-than-temporary declines in expected recovery values on securities without actual realization. The use of the equity method on certain of our investments in certain funds that invest in fixed maturity securities is driven by the ownership structure of such funds (either limited partnerships or limited liability companies). In applying the equity method, these investments are initially

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recorded at cost and are subsequently adjusted based on our proportionate share of the net income or loss of the funds (which include changes in the fairmarket value of the underlying securities in the funds). This method of accounting is different from the way we account for our other fixed maturity securities and the timing of the recognition of equity in net income or loss of investment funds accounted for using the equity method may differ from gains or losses in the future upon sale or maturity of such investments. UGC transaction costs and other include non-recurring advisory, financing, legal and other transaction costs related to the UGC acquisition and non-recurring expenses related to a change in our approach on the deferral of certain internal underwriting costs which are no longer being deferred. We believe that UGC transaction costs and other, due to their non-recurring nature, are not indicative of the performance of, or trends in, our business performance. Due to these reasons, we exclude net realized gains or losses, net impairment losses recognized in earnings, equity in net income or loss of investment funds accounted for using the equity method, and net foreign exchange gains or losses and UGC transaction costs and other from the calculation of after-tax operating income available to Arch common shareholders.
We believe that showing net income available to Arch common shareholders exclusive of the items referred to above reflects the underlying fundamentals of our business since we evaluate the performance of and manage our underwritingbusiness to produce an underwriting profit. In addition to presenting net income available to Arch common shareholders, we believe that this presentation enables investors and other users of our financial information to analyze our performance in a manner similar to how management analyzes performance. We also believe that this measure follows industry practice and, therefore, allows the users of financial information to compare our performance with our industry peer group. We believe that the equity analysts


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and certain rating agencies which follow us and the insurance industry as a whole generally exclude these items from their analyses for the same reasons.
Our segment information includes the presentation of consolidated underwriting income or loss and a subtotal of underwriting income or loss before the contribution from the ‘other’ segment. Such measures represent the pre-tax profitability of our underwriting operations and include net premiums earned plus other underwriting income, less losses and loss adjustment expenses, acquisition expenses and other operating expenses. Other operating expenses include those operating expenses that are incremental and/or directly attributable to our individual underwriting operations. Underwriting income or loss does not incorporate items included in our corporate (non-underwriting) segment. While these measures are presented in Note 5, “Segment Information,” of the notes accompanying our consolidated financial statements, they are considered non-GAAP financial measures when presented elsewhere on a consolidated basis. The reconciliations of underwriting income or loss to income before income taxes (the most directly comparable GAAP financial measure) on a consolidated basis and a subtotal before the contribution from the ‘other’ segment, in accordance with Regulation G, is shown in Note 5, “Segment Information” of the notes accompanying our consolidated financial statements.

We measure segment performance for our three underwriting segments based on underwriting income or loss. We do not manage our assets by underwriting segment, with the exception of goodwill and intangible assets, and, accordingly, investment income and other non-underwriting related items are not allocated to each underwriting segment. For the ‘other’ segment, performance is measured based on net income or loss.

Along with consolidated underwriting income, we provide a subtotal of underwriting income or loss before the contribution from the ‘other’ segment. Pursuant to generally accepted accounting principles, Watford Re is considered a variable interest entity and we concluded that we are the primary beneficiary of Watford Re. As such, we consolidate the results of Watford Re in our consolidated financial statements, although we only own approximately 11% of Watford Re’s common equity. Watford Re has its own management and board of directors that is responsible for its overall profitability. In addition, we do not guarantee or provide credit support for Watford Re. Since Watford Re is an independent company, the assets of Watford Re can be used only to settle obligations of Watford Re and Watford Re is solely responsible for its own liabilities and commitments. Our financial exposure to Watford Re is limited to our investment in Watford Re’s common and preferred shares and counterparty credit risk (mitigated by collateral) arising from the reinsurance transactions. We believe that presenting certain information excluding the ‘other’ segment enables investors and other users of our financial
information to analyze our performance in a manner similar to how our management analyzes performance.

Our presentation of segment information includes the use of a current year loss ratio which excludes favorable or adverse development in prior year loss reserves. This ratio is a non-GAAP financial measure as defined in Regulation G. The reconciliation of such measure to the loss ratio (the most directly comparable GAAP financial measure) in accordance with Regulation G is shown on the individual segment pages. Management utilizes the current year loss ratio in its analysis of the underwriting performance of each of our underwriting segments.
Total return on investments includes investment income, equity in net income or loss of investment funds accounted for using the equity method, net realized gains and losses and the change in unrealized gains and losses generated by Arch’s investment portfolio. Total return is calculated on a pre-tax basis and before investment expenses, excludes amounts reflected in the ‘other’ segment, and reflects the effect of financial market conditions along with foreign currency fluctuations. In addition, total return incorporates the timing of investment returns during the periods. There is no directly comparable GAAP financial measure for total return. Management uses total return on investments as a key measure of the return generated to Arch common shareholders on the capital held in the business, and compares the return generated by our investment portfolio against benchmark returns which we measured our portfolio against during the periods.


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RESULTS OF OPERATIONS

The following table summarizes on an after-tax basis, our consolidated financial data, including a reconciliation of net income available to Arch common shareholders to after-tax operating income available to Arch common shareholders to net income available to Archshareholders. Each line item reflects the impact of our approximate 11% ownership of Watford Re’s common shareholders:equity.
 Year Ended December 31,
 2015 2014 2013
After-tax operating income available to Arch common shareholders$565,199
 $617,312
 $595,715
Net realized gains (losses), net of tax(117,607) 122,863
 73,844
Net impairment losses recognized in earnings, net of tax(20,116) (30,150) (3,786)
Equity in net income (loss) of investment funds accounted for using the equity method, net of tax24,519
 19,235
 35,738
Net foreign exchange gains (losses), net of tax63,805
 83,157
 (13,718)
Net income available to Arch common shareholders$515,800
 $812,417
 $687,793
    
 Year Ended December 31,
 2016 2015 2014
Net income available to Arch common shareholders$664,668
 $515,800
 $812,417
Net realized (gains) losses(77,081) 108,690
 (130,026)
Net impairment losses recognized in earnings30,442
 20,116
 30,150
Equity in net (income) loss of investment funds accounted for using the equity method(48,475) (25,456) (19,883)
Net foreign exchange (gains) losses(31,987) (63,011) (82,777)
UGC transaction costs and other41,729
 
 
Income tax expense (benefit)(1,852) 9,060
 7,431
After-tax operating income available to Arch common shareholders$577,444
 $565,199
 $617,312
      
Beginning common shareholders’ equity$5,841,542
 $5,766,714
 $5,284,157
Ending common
shareholders’ equity
7,481,163
 5,841,542
 5,766,714
Average common shareholders’ equity (1)$6,113,718
 $5,804,128
 $5,525,436
      
Annualized return on average common equity %10.9
 8.9
 14.7
Annualized operating return on average common equity %9.4
 9.7
 11.2
After-tax operating income in both 2015(1) Average common shareholders’ equity and 2014 reflected a lower levelthe related returns on average common equity reflect the weighted impact of losses from catastrophic events compared to 2013. the $1.10 billion of convertible non-voting common equivalent preferred shares, which were issued on December 31, 2016 as part of the UGC acquisition.
Results in all periods presented reflected the impact of current insurance and reinsurance market conditions and the impact of low interest yields on theour investment portfolio.
Segment Information
We classify our businesses into three underwriting segments — insurance, reinsurance and mortgage — and two other operating segments — ‘other’corporate (non-underwriting) and corporate (non-underwriting).‘other.’ Our insurance, reinsurance and mortgage segments each have managers who are responsible for the overall profitability of their respective segments and who are directly accountable to our chief operating decision makers, the Chairman and Chief
Executive Officer, of ACGL, the President and Chief Operating Officer, of ACGL and the Chief Financial Officer of ACGL. The chief operating decision makers do not assess performance, measure return on equity or make resource allocation decisions on a line of business basis. Management measures segment performance for our three underwriting segments based on underwriting income or loss. We do not manage our assets by underwriting segment, with the exception of goodwill and intangible assets, and, accordingly, investment income is not allocated to each underwriting segment.
We determined our reportable segments using the management approach described in accounting guidance regarding disclosures about segments of an enterprise and related information. The accounting policies of the segments are the same as those used for the preparation of our consolidated financial statements. Intersegment business is allocated to the segment accountable for the underwriting results. The corporate (non-underwriting) segment results include net investment income, other income (loss), other expenses incurred by us, interest expense, net realized gains or losses, net impairment losses included in earnings, equity in net income or loss of investment funds accounted for using the equity method, net foreign exchange gains or losses, income taxes and items related to our non-cumulative preferred shares. Such amounts exclude the results of the ‘other’ segment.

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The mortgage segment includes the results of Arch MI U.S. and Arch Mortgage Insurance Designated Activity Company (“Arch MI Europe”), leading providers of mortgage insurance products and services to the U.S. and European markets, respectively. Arch MI U.S. is approved as an eligible mortgage insurer by Federal National Mortgage Association (“Fannie Mae”) and Federal Home Loan Mortgage Corporation (“Freddie Mac”), each a government sponsored enterprise, or “GSE.” The mortgage segment also includes GSE credit risk-sharing transactions and mortgage reinsurance for the U.S. and Australian markets.
In March 2014, we invested $100.0 million and acquired approximately 11% of Watford Holdings Ltd.’s common equity and a warrant to purchase additional common equity. Watford Holdings Ltd. is the parent of Watford Re Ltd., a multi-line Bermuda reinsurance company (together with Watford Holdings Ltd., “Watford Re”). Watford Re is considered a variable interest entity (“VIE”) and we concluded that we are the primary beneficiary of Watford Re. As such, the results of Watford Re are included in our consolidated financial statements. The ‘other’ segment includes the results of Watford Re. Watford Re has its own management and board of directors that is responsible for the overall profitability of its results. The portion of Watford Re’s earnings attributable to third party investors is recorded in the consolidated statements of income as ‘amounts attributable to noncontrolling interests.’ For the ‘other’ segment, performance is measured based on net income or loss.
Insurance Segment
The following table sets forth our insurance segment’s underwriting results:
 Year Ended December 31,
 2016 2015 % Change
Gross premiums written$3,027,049
 $2,944,018
 2.8
Premiums ceded(954,768) (898,347)  
Net premiums written2,072,281
 2,045,671
 1.3
Change in unearned premiums1,623
 (863)  
Net premiums earned2,073,904
 2,044,808
 1.4
Other underwriting income
 1,993
  
Losses and loss adjustment expenses(1,359,313) (1,292,647)  
Acquisition expenses(304,066) (299,317)  
Other operating expenses(353,782) (354,416)  
Underwriting income (loss)$56,743
 $100,421
 (43.5)
      
Underwriting Ratios    % Point Change
Loss ratio65.5% 63.2% 2.3
Acquisition expense ratio14.7% 14.6% 0.1
Other operating expense ratio17.1% 17.3% (0.2)
Combined ratio97.3% 95.1% 2.2


 Year Ended December 31, Year Ended December 31,
 2015 2014 % Change 2014 2013 % Change
Gross premiums written$2,944,018
 $3,008,669
 (2.1) $3,008,669
 $2,712,509
 10.9
Premiums ceded(898,347) (862,015)   (862,015) (763,713)  
Net premiums written2,045,671
 2,146,654
 (4.7) 2,146,654
 1,948,796
 10.2
Change in unearned premiums(863) (129,284)   (129,284) (72,782)  
Net premiums earned2,044,808
 2,017,370
 1.4
 2,017,370
 1,876,014
 7.5
Other underwriting income1,993
 2,135
   2,135
 2,122
  
Losses and loss adjustment expenses(1,292,647) (1,260,953)   (1,260,953) (1,188,445)  
Acquisition expenses, net(299,317) (316,308)   (316,308) (311,904)  
Other operating expenses(354,416) (335,157)   (335,157) (315,387)  
Underwriting income (loss)$100,421
 $107,087
 (6.2) $107,087
 $62,400
 71.6
            
Underwriting Ratios    % Point Change     % Point Change
Loss ratio63.2% 62.5% 0.7
 62.5% 63.3% (0.8)
Acquisition expense ratio14.6% 15.7% (1.1) 15.7% 16.6% (0.9)
Other operating expense ratio17.3% 16.6% 0.7
 16.6% 16.8% (0.2)
Combined ratio95.1% 94.8% 0.3
 94.8% 96.7% (1.9)
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 Year Ended December 31,
 2015 2014 % Change
Gross premiums written$2,944,018
 $3,008,669
 (2.1)
Premiums ceded(898,347) (862,015)  
Net premiums written2,045,671
 2,146,654
 (4.7)
Change in unearned premiums(863) (129,284)  
Net premiums earned2,044,808
 2,017,370
 1.4
Other underwriting income1,993
 2,135
  
Losses and loss adjustment expenses(1,292,647) (1,260,953)  
Acquisition expenses(299,317) (316,308)  
Other operating expenses(354,416) (335,157)  
Underwriting income (loss)$100,421
 $107,087
 (6.2)
      
Underwriting Ratios    % Point Change
Loss ratio63.2% 62.5% 0.7
Acquisition expense ratio14.6% 15.7% (1.1)
Other operating expense ratio17.3% 16.6% 0.7
Combined ratio95.1% 94.8% 0.3
The insurance segment consists of our insurance underwriting units which offer specialty product lines on a worldwide basis. Product lines include:
Construction and national accounts: primary and excess casualty coverages to middle and large accounts in the construction industry and a wide range of products for middle and large national accounts, specializing in loss sensitive primary casualty insurance programs (including large deductible, self-insured retention and retrospectively rated programs).
Excess and surplus casualty: primary and excess casualty insurance coverages, including middle market energy business, and contract binding, which primarily provides casualty coverage through a network of appointed agents to small and medium risks.
Lenders products: collateral protection, debt cancellation and service contract reimbursement products to banks, credit unions, automotive dealerships and original equipment manufacturers and other specialty programs that pertain to automotive lending and leasing.
Professional lines: directors’ and officers’ liability, errors and omissions liability, employment practices liability, fiduciary liability, crime, professional indemnity and other financial related coverages for corporate, private equity, venture capital, real estate investment trust, limited partnership, financial institution and not-for-profit clients of all sizes

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and medical professional and general liability insurance coverages for the healthcare industry. The business is predominately written on a claims-made basis.
Programs: primarily package policies, underwriting workers’ compensation and umbrella liability business in support of desirable package programs, targeting program managers with unique expertise and niche products
offering general liability, commercial automobile, inland marine and property business with minimal catastrophe exposure.
Property, energy, marine and aviation: primary and excess general property insurance coverages, including catastrophe-exposed property coverage, for commercial clients. Coverages for marine include hull, war, specie and liability. Aviation and stand alonestand-alone terrorism are also offered.
Travel, accident and health: specialty travel and accident and related insurance products for individual, group travelers, travel agents and suppliers, as well as accident and health, which provides accident, disability and medical plan insurance coverages for employer groups, medical plan members, students and other participant groups.
Other: includes alternative market risks (including captive insurance programs), excess workers’ compensation and employer’s liability insurance coverages for qualified self-insured groups, associations and trusts, and contract and commercial surety coverages, including contract bonds (payment and performance bonds) primarily for medium and large contractors and commercial surety bonds for Fortune 1,0001000 companies and smaller transaction business programs.
Premiums Written.
The following table sets forth our insurance segment’s net premiums written by major line of business:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015
Amount % Amount % Amount %Amount % Amount %
Professional lines$434,024
 21 $476,604
 22 $476,193
 24$440,149
 21.2 $434,024
 21.2
Construction and national accounts328,997
 15.9 299,463
 14.6
Programs423,157
 21 480,580
 22 419,673
 22330,322
 15.9 423,157
 20.7
Construction and national accounts299,463
 15 286,994
 13 271,110
 14
Travel, accident and health224,380
 10.8 160,132
 7.8
Excess and surplus casualty204,856
 10 212,519
 10 149,286
 8214,863
 10.4 204,856
 10.0
Property, energy, marine and aviation203,186
 10 244,640
 11 280,551
 14175,376
 8.5 203,186
 9.9
Travel, accident and health160,132
 8 145,732
 7 104,903
 5
Lenders products106,916
 5 100,407
 5 101,576
 5105,650
 5.1 106,916
 5.2
Other213,937
 11 199,178
 9 145,504
 8252,544
 12.2 213,937
 10.5
Total$2,045,671
 100 $2,146,654
 100 $1,948,796
 100$2,072,281
 100.0 $2,045,671
 100.0
2016 versus 2015: Net premiums written by the insurance segment were 1.3% higher in 2016 than in 2015. The increase in net premiums written reflected growth in travel, accident and health, construction and national accounts and alternative markets business, partially offset by a reduction in programs and property lines. The growth in travel, accident and health reflected both new business and continued expansion in existing accounts. The increase in construction and national accounts


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primarily reflected new business and audit premiums while the increase in alternative markets resulted from new accounts, exposure growth and audit premiums. The reduction in program business primarily reflected the continued impact of the non-renewal of a large program in the latter part of 2015 while the lower level of net premiums written in property lines reflected continued weak market conditions.
 Year Ended December 31,
 2015 2014
 Amount % Amount %
Professional lines$434,024
 21.2 $476,604
 22.2
Construction and national accounts299,463
 14.6 286,994
 13.4
Programs423,157
 20.7 480,580
 22.4
Travel, accident and health160,132
 7.8 145,732
 6.8
Excess and surplus casualty204,856
 10.0 212,519
 9.9
Property, energy, marine and aviation203,186
 9.9 244,640
 11.4
Lenders products106,916
 5.2 100,407
 4.7
Other213,937
 10.5 199,178
 9.3
Total$2,045,671
 100.0 $2,146,654
 100.0
2015 versus 2014: Net premiums written by the insurance segment were 4.7% lower in 2015 than in 2014. Decreases in programs, property, energy, marine and aviation and professional lines were partially offset by increases in travel, accident and health and construction and national accounts. The reduction in program business primarily reflected the non-renewal of a large program and underwriting decisions to terminate two programs while the lower level of property, energy, marine and aviation and professional lines reflected the timing of premiums and market conditions. Growth in travel, accident and health reflects primarily resulted from expansion in existing and new distribution channels while the increase in construction and national accounts included new business and higher audit and endorsement premium on national accounts.
2014 versus 2013: Net premiums written by the insurance segment were 10.2% higher in 2014 than in 2013. Increases in excess and surplus casualty, programs, travel, accident and health and other were partially offset by reductions in property, energy, marine and aviation. The increase in excess and surplus casualty primarily resulted from contract binding, launched in early 2013, while growth in program business was due to a combination of new business, underlying exposure growth and the impact of rate increases. Growth in travel, accident and health primarily resulted from expansion in existing and new distribution channels while the increase in other lines primarily resulted from alternative markets business, which reflected new accounts written subsequent to a renewal rights agreement entered into in the 2014 second quarter. The decrease in property, energy, marine and aviation reflected reductions in property and marine business in response to current market conditions.

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Net Premiums Earned.
The following table sets forth our insurance segment’s net premiums earned by major line of business:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015
Amount % Amount % Amount %Amount % Amount %
Professional lines$424,968
 21 $456,508
 23 $491,791
 26$431,391
 20.8 $424,968
 20.8
Construction and national accounts322,072
 15.5 296,828
 14.5
Programs446,512
 22 460,392
 23 386,840
 21357,715
 17.2 446,512
 21.8
Construction and national accounts296,828
 15 277,811
 14 250,729
 13
Travel, accident and health219,169
 10.6 153,578
 7.5
Excess and surplus casualty208,091
 10 182,024
 9 118,395
 6219,046
 10.6 208,091
 10.2
Property, energy, marine and aviation216,127
 11 244,974
 12 304,294
 16188,938
 9.1 216,127
 10.6
Travel, accident and health153,578
 8 127,691
 6 97,135
 5
Lenders products90,906
 4 94,438
 5 99,847
 598,517
 4.8 90,906
 4.4
Other207,798
 10 173,532
 9 126,983
 7237,056
 11.4 207,798
 10.2
Total$2,044,808
 100 $2,017,370
 100 $1,876,014
 100$2,073,904
 100.0 $2,044,808
 100.0
 Year Ended December 31,
 2015 2014
 Amount % Amount %
Professional lines$424,968
 20.8 $456,508
 22.6
Construction and national accounts296,828
 14.5 277,811
 13.8
Programs446,512
 21.8 460,392
 22.8
Travel, accident and health153,578
 7.5 127,691
 6.3
Excess and surplus casualty208,091
 10.2 182,024
 9.0
Property, energy, marine and aviation216,127
 10.6 244,974
 12.1
Lenders products90,906
 4.4 94,438
 4.7
Other207,798
 10.2 173,532
 8.6
Total$2,044,808
 100.0 $2,017,370
 100.0
Net premiums earned by the insurance segment were 1.4% higher in 20152016 than in 2014,2015, reflecting changes in net premiums written over the previous five quarters. Net premiums earned by the insurance segment were 7.5%1.4% higher in 20142015 than in 2013.2014.
Losses and Loss Adjustment Expenses.
The table below shows the components of the insurance segment’s loss ratio:
 Year Ended December 31,
 2016 2015 2014
Current year67.1 % 65.5 % 65.4 %
Prior period reserve development(1.6)% (2.3)% (2.9)%
Loss ratio65.5 % 63.2 % 62.5 %
 Year Ended December 31,
 2015 2014 2013
Current year65.5 % 65.4 % 65.7 %
Prior period reserve development(2.3)% (2.9)% (2.4)%
Loss ratio63.2 % 62.5 % 63.3 %


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Current Year Loss Ratio.
2016 versus 2015: The insurance segment’s current year loss ratio was 1.6 points higher in 2016 than in 2015. The 2016 loss ratio included 2.2 points of current year catastrophic event activity, compared to 1.0 points in 2015. The 2016 loss ratio reflected changes in the mix of business.
2015 versus 2014: The insurance segment’s current year loss ratio was 0.1 points higher in 2015 than in 2014. The 2015 loss ratio included 1.0 points of current year catastrophic event activity, compared to 0.7 points in 2014. The 2015 loss ratio reflected changes in the mix of business.
2014 versus 2013: The insurance segment’s current year loss ratio was 0.3 points lower in 2014 than in 2013. The 2014 loss ratio included 0.7 points of current year catastrophic event activity, compared to 1.2 points in 2013. The 2014 loss ratio reflected estimated margin expansion along with changes in the mix of business.
Prior Period Reserve Development.
2016 prior period reserve development: The insurance segment’s net favorable development of $33.1 million, or 1.6 points of net earned premium, consisted of $8.7 million of net favorable development from short-tailed lines and $24.4 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $17.2 million of net favorable development in property lines, primarily from the 2008 to 2014 accident years (i.e., the year in which a loss occurred), partially offset by $11.1 million of adverse development on travel, accident and health business from the 2012 to 2015 accident years. Contained within the short tail release in property lines was favorable development of $11.3 million from named catastrophic events from prior accident years. Net favorable development in medium-tailed and long-tailed lines of $24.4 million included $53.8 million of net favorable development on professional lines, primarily from the 2008 to 2012 accident years, partially offset by $33.1 million of net adverse development in program business, primarily from the 2013 to 2015 accident years. The adverse development in program business was driven by a few inactive programs that were non-renewed in 2015 and early in 2016.
2015 prior period reserve development: The insurance segment’s net favorable development of $47.2 million, or 2.3 points of net earned premium, consisted of $27.3 million of net favorable development from short-tailed lines and $19.9 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $32.4 million of net favorable development in property lines, primarily from the 2011 to 2014 accident years (i.e., the year in which a loss occurred).years. Contained within this short tail release was favorable development of $5.7 million from named catastrophic events from prior accident years. Net favorable development in medium-tailed and long-tailed lines of $19.9 million included $29.7 million of net favorable development on professional lines, primarily from the 2005 to 2010 accident years, partially offset by $15.0 million of net adverse development in program business, primarily from the 2013 and 2014 accident years. The adverse development in program business was driven by a few
inactive programs that were non-renewed in 2015 and early in 2016.
2014 prior period reserve development: The insurance segment’s net favorable development of $58.7 million, or 2.9 points of net earned premium, consisted of $73.5 million of net favorable development from short-tailed lines, partially offset by $14.8 million of net adverse development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $60.5 million of net favorable development in property lines, primarily from the 2008 to 2013 accident years, with the balance emanating from lenders products, primarily from the 2012 accident year, and travel and

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accident, primarily from the 2012 and 2013 accident years. Contained within this short tail release was favorable development of $7.9 million from named catastrophic events from prior accident years. Net adverse development in medium-tailed and long-tailed lines of $14.8 million included a net increase of $41.3 million in construction reserves, primarily from the 2009 to 2013 accident years. The adverse development in construction was largely driven by general liability claims involving New York labor law matters. In addition, the insurance segment experienced $26.2 million of net adverse development in program business, primarily from the 2011 and 2012 accident years. Such amounts were partially offset by $39.0 million of net favorable development on professional lines, primarily from the 2003 to 2011 accident years, and $7.8 million of net favorable development on surety business, primarily from the 2011 to 2013 accident years.
2013 prior period reserve development: The insurance segment’s net favorable development of $45.1 million, or 2.4 points of net earned premium, consisted of $67.0 million of net favorable development from short-tailed lines, partially offset by $21.9 million of net adverse development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $62.4 million of net favorable development in property lines from the 2008 to 2011 accident years, with the balance emanating from lenders products, primarily from the 2011 and 2012 accident years, and travel and accident, primarily from the 2009 and 2010 accident years. Contained within this short tail release was favorable development of $15.9 million from named catastrophic events from prior accident years. Net adverse development in medium-tailed and long-tailed lines of $21.9 million included a net increase of $28.0 million in specialty casualty reserves. Such development primarily stemmed from losses in two captive programs written by the insurance segment's Canadian operation, which was partially offset by favorable development in non-captive business, and from three large excess casualty claims in the insurance segment's U.S. operation, all of the above in the more recent accident years. In addition, the insurance segment experienced $26.2 million of net adverse development in program business, with nearly 90% of this development emanating from a single canceled program whose last inception year was 2011. Such amounts were partially offset by net favorable development spread across various lines and accident years.
Underwriting Expenses.
2016 versus 2015: The insurance segment’s underwriting expense ratio was 31.8% in 2016, compared to 31.9% in 2015. The acquisition expense ratio was 14.7% for 2016, compared to 14.6% for 2015. The insurance segment’s other operating expense ratio was 17.1% for 2016, compared to 17.3% for 2015. The comparison of the underwriting expense ratios and the underlying acquisition expense and other operating expense ratios were generally flat in 2016 when compared to 2015.
2015 versus 2014:The insurance segment’s underwriting expense ratio was 31.9% in 2015, compared to 32.3% in 2014. The acquisition expense ratio was 14.6% for 2015, compared to 15.7%for 2014. The insurance segment’s other operating expense ratio was 17.3% for 2015, compared to 16.6% for 2014. The comparison of the underwriting expense ratios and the underlying acquisition expense and other operating expense ratios reflects an increase in the level of business ceded on a quota share basis in 2015 and changes in the mix of business.
2014 versus 2013: The insurance segment’s underwriting expense ratio was 32.3% in 2014, compared to 33.4% in 2013. The acquisition expense ratio was 15.7% for 2014, compared to 16.6% for 2013. The 2014 acquisition expense ratio reflected changes in reinsurance usage and mix of business. The insurance segment’s other operating expense ratio was 16.6% for 2014, compared to 16.8% for 2013, reflecting the benefits of expense management and a higher level of net premiums earned.

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Reinsurance Segment
The following table sets forth our reinsurance segment’s underwriting results:
Year Ended December 31, Year Ended December 31,Year Ended December 31,
2015 2014 % Change 2014 2013 % Change2016 2015 % Change
Gross premiums written$1,419,022
 $1,527,245
 (7.1) $1,527,245
 $1,399,621
 9.1
$1,494,397
 $1,419,022
 5.3
Premiums ceded(380,614) (261,254)   (261,254) (86,620)  (440,541) (380,614)  
Net premiums written1,038,408
 1,265,991
 (18.0) 1,265,991
 1,313,001
 (3.6)1,053,856
 1,038,408
 1.5
Change in unearned premiums38,727
 13,337
   13,337
 (94,329)  2,376
 38,727
  
Net premiums earned1,077,135
 1,279,328
 (15.8) 1,279,328
 1,218,672
 5.0
1,056,232
 1,077,135
 (1.9)
Other underwriting income10,606
 3,167
   3,167
 5,258
  36,403
 10,606
  
Losses and loss adjustment expenses(440,350) (532,450)   (532,450) (486,236)  (475,762) (440,350)  
Acquisition expenses, net(223,632) (261,438)   (261,438) (234,373)  
Other operating expense(155,811) (147,964)   (147,964) (134,563)  
Acquisition expenses(212,375) (223,632)  
Other operating expenses(143,408) (155,811)  
Underwriting income$267,948
 $340,643
 (21.3) $340,643
 $368,758
 (7.6)$261,090
 $267,948
 (2.6)
                
Underwriting Ratios    % Point Change     % Point Change    % Point Change
Loss ratio40.9% 41.6% (0.7) 41.6% 39.9% 1.7
45.0% 40.9% 4.1
Acquisition expense ratio20.8% 20.4% 0.4
 20.4% 19.2% 1.2
20.1% 20.8% (0.7)
Other operating expense ratio14.5% 11.6% 2.9
 11.6% 11.0% 0.6
13.6% 14.5% (0.9)
Combined ratio76.2% 73.6% 2.6
 73.6% 70.1% 3.5
78.7% 76.2% 2.5
 Year Ended December 31,
 2015 2014 % Change
Gross premiums written$1,419,022
 $1,527,245
 (7.1)
Premiums ceded(380,614) (261,254)  
Net premiums written1,038,408
 1,265,991
 (18.0)
Change in unearned premiums38,727
 13,337
  
Net premiums earned1,077,135
 1,279,328
 (15.8)
Other underwriting income10,606
 3,167
  
Losses and loss adjustment expenses(440,350) (532,450)  
Acquisition expenses(223,632) (261,438)  
Other operating expenses(155,811) (147,964)  
Underwriting income$267,948
 $340,643
 (21.3)
      
Underwriting Ratios    % Point Change
Loss ratio40.9% 41.6% (0.7)
Acquisition expense ratio20.8% 20.4% 0.4
Other operating expense ratio14.5% 11.6% 2.9
Combined ratio76.2% 73.6% 2.6

The reinsurance segment consists of our reinsurance underwriting units which offer specialty product lines on a worldwide basis. Product lines include:

Casualty: provides coverage to ceding company clients on third party liability and workers’ compensation exposures from ceding company clients, primarily on a treaty basis. Exposures include, among others, executive assurance, professional liability, workers’ compensation, excess and umbrella liability, excess motor and healthcare business.
Marine and aviation: provides coverage for energy, hull, cargo, specie, liability and transit, and aviation business, including airline and general aviation risks. Business written may also include space business, which includes coverages for satellite assembly, launch and operation for commercial space programs.
Other specialty: provides coverage to ceding company clients for proportional motor and other lines, including surety, accident and health, workers’ compensation catastrophe, agriculture, trade credit and political risk.
Property catastrophe: provides protection for most catastrophic losses that are covered in the underlying policies written by reinsureds, including hurricane, earthquake, flood, tornado, hail and fire, and coverage for other perils on a case-by-case basis. Property catastrophe reinsurance provides coverage on an excess of loss basis when aggregate losses and loss adjustment expense from a single occurrence or aggregation of losses from a covered peril exceed the retention specified in the contract.
Property excluding property catastrophe: provides coverage for both personal lines and commercial property exposures and principally covers buildings, structures, equipment and contents. The primary perils in this business include fire, explosion, collapse, riot, vandalism, wind, tornado, flood and earthquake. Business is assumed on both a proportional and excess of loss basis. In addition, facultative business is written which focuses on individual commercial property risks on an excess of loss basis.
Other: includes life reinsurance business on both a proportional and non-proportional basis, casualty clash business and, in limited instances, non-traditional business which is intended to provide insurers with risk management solutions that complement traditional reinsurance.

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Premiums Written.
The following table sets forth our reinsurance segment’s net premiums written by major line of business:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015
Amount % Amount % Amount %Amount % Amount %
Other specialty$348,852
 33.1 $298,794
 28.8
Casualty$303,093
 29 $317,996
 25 $306,304
 23305,252
 29.0 303,093
 29.2
Other specialty298,794
 29 405,126
 32 417,865
 32
Property excluding property catastrophe280,511
 27 343,043
 27 292,536
 22267,548
 25.4 280,511
 27.0
Property catastrophe91,620
 9 137,471
 11 220,749
 1775,789
 7.2 91,620
 8.8
Marine and aviation50,834
 5 50,444
 4 64,380
 537,790
 3.6 50,834
 4.9
Other13,556
 1 11,911
 1 11,167
 118,625
 1.8 13,556
 1.3
Total$1,038,408
 100 $1,265,991
 100 $1,313,001
 100$1,053,856
 100.0 $1,038,408
 100.0
             
Pro rata$537,556
 52 $663,135
 52 $692,024
 53$558,671
 53.0 $537,556
 51.8
Excess of loss500,852
 48 602,856
 48 620,977
 47495,185
 47.0 500,852
 48.2
Total$1,038,408
 100 $1,265,991
 100 $1,313,001
 100$1,053,856
 100.0 $1,038,408
 100.0
2016 versus 2015: Gross premiums written by the reinsurance segment in 2016 were 5.3% higher than in 2015, while net premiums written were 1.5% higher than in 2015. Premiums written reflects the 2016 second quarter loss portfolio transfer in the other specialty line which resulted in $52.1 million of gross premiums written and $40.2 million of net premiums written. Such premium was substantially earned in the period and resulted in a corresponding increase to losses and loss adjustment expenses. Excluding the loss portfolio transfer, net premiums written were lower by 2.4%, reflecting decreases in property (both catastrophe and non-catastrophe exposed) and marine and aviation lines, reflecting a higher level of ceded premiums and competitive market conditions.
 Year Ended December 31,
 2015 2014
 Amount % Amount %
Other specialty$298,794
 28.8 $405,126
 32.0
Casualty303,093
 29.2 317,996
 25.1
Property excluding property catastrophe280,511
 27.0 343,043
 27.1
Property catastrophe91,620
 8.8 137,471
 10.9
Marine and aviation50,834
 4.9 50,444
 4.0
Other13,556
 1.3 11,911
 0.9
Total$1,038,408
 100.0 $1,265,991
 100.0
        
Pro rata$537,556
 51.8 $663,135
 52.4
Excess of loss500,852
 48.2 602,856
 47.6
Total$1,038,408
 100.0 $1,265,991
 100.0
2015 versus 2014: Gross premiums written by the reinsurance segment in 2015 were 7.1% lower than in 2014, while net premiums written were 18.0% lower than in 2014. The differential in gross versus net premiums written primarily reflects increased cessions to the ‘other’ segment (Watford Re) in 2015 compared to 2014. In addition, the decline in net premiums written reflected reductions in property lines and
other specialty business. The reduction in property catastrophe business reflected non-renewals and share decreases in response to current market conditions and a higher usage of retrocessional coverage whilecoverage. In addition, property excluding property catastrophe business in 2014 included an incoming unearned premium portfolio transfer of $50.2 million from Gulf Reinsurance Limited (“Gulf Re”) which waswe subsequently acquired in 2015. The decrease in other specialty business reflected non-renewals and share decreases in response to current market conditions, primarily in proportional motor contracts.
2014 versus 2013: Gross premiums written by the reinsurance segment in 2014 were 9.1% higher than in 2013, while net premiums written were 3.6% lower than in 2013. The differential in gross versus net premiums written primarily reflects the cession of premiums to the ‘other’ segment (Watford Re) which began in 2014. The decline in net premiums written reflected reductions in property catastrophe and marine and aviation business, partially offset by an increase in property excluding property catastrophe and casualty business. The reduction in property catastrophe and marine and aviation business reflected non-renewals and share decreases in response to current market conditions and a higher usage of retrocessional coverage. The growth in property excluding property catastrophe business in 2014 primarily resulted from the incoming unearned premium portfolio transfer from Gulf Re noted above. Growth in casualty premiums reflected new international motor business and quota shares of U.S. professional liability business.

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Net Premiums Earned.
The following table sets forth our reinsurance segment’s net premiums earned by major line of business:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015
Amount % Amount % Amount %Amount % Amount %
Other specialty$329,994
 31.2 $311,307
 28.9
Casualty$310,249
 29 $327,518
 26 $241,774
 20300,160
 28.4 310,249
 28.8
Other specialty311,307
 29 424,725
 33 387,630
 32
Property excluding property catastrophe295,487
 27 303,496
 24 274,719
 23282,018
 26.7 295,487
 27.4
Property catastrophe96,865
 9 150,761
 12 232,423
 1973,803
 7.0 96,865
 9.0
Marine and aviation50,808
 5 61,118
 5 70,105
 652,579
 5.0 50,808
 4.7
Other12,419
 1 11,710
 1 12,021
 117,678
 1.7 12,419
 1.2
Total$1,077,135
 100 $1,279,328
 100 $1,218,672
 100$1,056,232
 100.0 $1,077,135
 100.0
             
Pro rata$563,585
 52 $686,201
 54 $608,586
 50$561,986
 53.2 $563,585
 52.3
Excess of loss513,550
 48 593,127
 46 610,086
 50494,246
 46.8 513,550
 47.7
Total$1,077,135
 100 $1,279,328
 100 $1,218,672
 100$1,056,232
 100.0 $1,077,135
 100.0
 Year Ended December 31,
 2015 2014
 Amount % Amount %
Other specialty$311,307
 28.9 $424,725
 33.2
Casualty310,249
 28.8 327,518
 25.6
Property excluding property catastrophe295,487
 27.4 303,496
 23.7
Property catastrophe96,865
 9.0 150,761
 11.8
Marine and aviation50,808
 4.7 61,118
 4.8
Other12,419
 1.2 11,710
 0.9
Total$1,077,135
 100.0 $1,279,328
 100.0
        
Pro rata$563,585
 52.3 $686,201
 53.6
Excess of loss513,550
 47.7 593,127
 46.4
Total$1,077,135
 100.0 $1,279,328
 100.0
Net premiums earned in 20152016 were 15.8%1.9% lower than in 2014,2015, reflecting changes in net premiums written over the previous five quarters, including the mix and type of business written.written and a higher level of retrocessions. Net premiums earned in 20142015 were 5.0% higher15.8% lower than in 2013.2014.


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Other Underwriting Income.
Other underwriting income in 2016 was $36.4 million, compared to $10.6 million in 2015 and $3.2 million in 2014. The 2016 period included $19.1 million related to a contract which was commuted during the 2016 second quarter. This contract had been reflected as a deposit accounting liability (i.e., a contract that, in accordance with GAAP, does not pass risk transfer) prior to the commutation.
Losses and Loss Adjustment Expenses.
The table below shows the components of the reinsurance segment’s loss ratio:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Current year61.8 % 62.5 % 57.8 %65.7 % 61.8 % 62.5 %
Prior period reserve development(20.9)% (20.9)% (17.9)%(20.7)% (20.9)% (20.9)%
Loss ratio40.9 % 41.6 % 39.9 %45.0 % 40.9 % 41.6 %
Current Year Loss Ratio.
2016 versus 2015: The reinsurance segment’s current year loss ratio was 3.9 points higher in 2016 than in 2015. The 2016 loss ratio included 4.1 points for current year catastrophic event activity, compared to 3.5 points in 2015. The 2016 current year loss ratio reflected a significantly lower contribution from property lines than in 2015. In addition, the loss ratio for 2016 reflects the impact of the loss portfolio transfer noted above (net premiums earned at a high loss ratio), which increased the current year loss ratio by 2.1 points.
2015 versus 2014: The reinsurance segment’s current year loss ratio was 0.7 points lower in 2015 than in 2014. The 2015 loss ratio included 3.5 points for current year catastrophic event activity, compared to 3.5 points in 2014. The 2015 current year loss ratio reflected a significantly lower contribution from property lines than in 2014.
2014 versus 2013: The reinsurance segment’s current year loss ratio was 4.7 points higher in 2014 than in 2013. The 2014 loss ratio included 3.5 points for current year catastrophic event activity, compared to 5.4 points in 2013. The 2014 current year loss ratio reflected a significantly lower contribution from property catastrophe business than in 2013.
Prior Period Reserve Development.
2016 prior period reserve development: The reinsurance segment’s net favorable development of $218.8 million, or 20.7 points of net earned premium, consisted of $133.8 million from short-tailed lines and $85.0 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $113.6 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2009 to 2015 underwriting years (i.e., losses attributable to contracts having an inception or renewal date within the given twelve-month period). Contained within this release was favorable development of $8.7 million from named catastrophic events from prior accident years. The net reduction of loss estimates for the reinsurance segment’s short-tailed lines primarily resulted from varying levels of reported and paid claims activity
than previously anticipated which led to decreases in certain loss ratio selections during 2016. Net favorable development of $85.0 million in medium-tailed and long-tailed lines included reductions in casualty reserves of $86.1 million, primarily from the 2002 to 2013 underwriting years.
2015 prior period reserve development: The reinsurance segment’s net favorable development of $224.8 million, or 20.9 points of net earned premium, consisted of $107.6 million from short-tailed lines and $117.2 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $80.9 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2011 to 2014 underwriting years (i.e., losses attributable to contracts having an inception or renewal date within the given twelve-month period).years. Contained within this release was favorable development of $11.8 million from named catastrophic events from prior accident years. The net reduction of loss estimates for the reinsurance segment’s short-tailed lines primarily resulted from varying levels of reported and paid claims activity than previously anticipated which led to decreases in certain loss ratio selections during 2015. Net favorable development of $117.2 million in medium-tailed and long-tailed lines included reductions in casualty reserves of $99.7 million, primarily from the 2003 to 2006 underwriting years and the 2008 and 2009 underwriting years, and marine and aviation reserves of $11.7 million, primarily from the 2008 to 2012 underwriting years. The balance of net favorable development was spread across various lines and underwriting years.

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2014 prior period reserve development: The reinsurance segment’s net favorable development of $267.3 million, or 20.9 points of net earned premium, consisted of $146.7 million from short-tailed lines and $120.6 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $107.6 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2011 to 2013 underwriting years. Contained within this release was favorable development of $23.3 million from the named catastrophic events from prior accident years. The net reduction of loss estimates for the reinsurance segment’s short-tailed lines primarily resulted from varying levels of reported and paid claims activity than previously anticipated which led to decreases in certain loss ratio selections during 2014. Net favorable development of $120.6 million in medium-tailed and long-tailed lines included reductions in casualty reserves of $101.6 million, primarily from the 2003 to 2006 underwriting years and the 2009 and 2010 underwriting years, and marine and aviation reserves of $14.7 million, primarily from the 2008 to 2012 underwriting years. The balance of net favorable development was spread across various lines and underwriting years.
2013 prior period reserve development: The reinsurance segment’s net favorable development

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Table of $217.9 million, or 17.9 points of net earned premium, consisted of $111.1 million from short-tailed lines and $106.8 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $110.1 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2009 to 2012 underwriting years. Contained within this release was favorable development of $28.6 million from the named catastrophic events from prior accident years. The net reduction of loss estimates for the reinsurance segment’s short-tailed lines primarily resulted from varying levels of reported and paid claims activity than previously anticipated which led to decreases in certain loss ratio selections during 2013. Net favorable development of $106.8 million in medium-tailed and long-tailed lines included reductions in casualty reserves of $98.8 million, primarily from the 2003 to 2009 underwriting years, and marine and aviation reserves of $8.1 million, primarily from the 2007 and 2009 underwriting years. The balance of net favorable development was spread across various lines and underwriting years.Contents

Underwriting Expenses.
2016 versus 2015: The underwriting expense ratio for the reinsurance segment was 33.7% in 2016, compared to 35.3% in 2015. The 2016 ratio reflected approximately 1.3 points of benefit from the loss portfolio transfer noted above (net premiums earned with no related expenses). The acquisition expense ratio for 2016 was 20.1%, compared to 20.8% for 2015 while the operating expense ratio for 2016 was 13.6%, compared to 14.5% for 2015.
2015 versus 2014: The underwriting expense ratio for the reinsurance segment was 35.3% in 2015, compared to 32.0% in 2014. The acquisition expense ratio for 2015 was 20.8%, compared to 20.4% for 2014. The comparison of the 2015 and 2014 acquisition expense ratios is influenced by, among other things, the mix and type of business written and earned and the level of ceding commissions incurred. The operating expense ratio for 2015 of 14.5% was higher than the 2014 ratio of 11.6%, primarily reflecting a lower level of net premiums earned.
2014 versus 2013: The underwriting expense ratio for the reinsurance segment was 32.0% in 2014, compared to 30.2% in 2013. The acquisition expense ratio for 2014 was 20.4%, compared to 19.2% for 2013. The comparison of the 2014 and 2013 acquisition expense ratios is influenced by, among other things, the mix and type of business written and earned and the level of ceding commissions incurred. The operating expense ratio for 2014 of 11.6% was higher than the 2013 ratio of 11.0% primarily due to selected expansion of the reinsurance segment’s operating platform, partially offset by the benefits of a higher level of net premiums earned.

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Mortgage Segment
Our mortgage operations include U.S. and international mortgage insurance and reinsurance operations as well as GSE credit risk sharing transactions. Our mortgage group includes direct mortgage insurance in the U.S. primarily provided by Arch Mortgage Insurance Company (“AMIC”) and operating subsidiaries of UGC as well as through Arch Mortgage Guaranty Company; mortgage reinsurance provided primarily by Arch Re Bermuda to mortgage insurers on both a proportional and non-proportional basis globally; direct mortgage insurance in Europe provided by Arch Mortgage Insurance Designated Activity Company (“Arch MI Europe”); and various GSE credit risk-sharing products provided primarily by Arch Re Bermuda.
AMIC, United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company have each been approved as an eligible mortgage insurer by Fannie Mae and Freddie Mac, subject to maintaining certain ongoing requirements.
The UGC acquisition was completed on December 31, 2016. As such, the mortgage segment’s results for 2016 do not reflect UGC activity.
The following table sets forth our mortgage segment’s underwriting results:
Year Ended December 31, Year Ended December 31,Year Ended December 31,
2015 2014 % Change 2014 2013 % Change2016 2015 % Change
Gross premiums written$295,557
 $227,356
 30.0
 $227,356
 $89,570
 153.8
$499,725
 $295,557
 69.1
Premiums ceded(28,064) (22,519)   (22,519) 
  (108,259) (28,064)  
Net premiums written267,493
 204,837
 30.6
 204,837
 89,570
 128.7
391,466
 267,493
 46.3
Change in unearned premiums(53,383) (11,264)   (11,264) (38,304)  (104,750) (53,383)  
Net premiums earned214,110
 193,573
 10.6
 193,573
 51,266
 277.6
286,716
 214,110
 33.9
Other underwriting income18,430
 4,840
   4,840
 259
  17,024
 18,430
  
Losses and loss adjustment expenses(40,247) (55,674)   (55,674) (4,743)  (28,943) (40,247)  
Acquisition expenses, net(45,076) (49,400)   (49,400) (17,826)  
Other operating expense(82,370) (66,891)   (66,891) (8,377)  
Acquisition expenses(32,065) (45,076)  
Other operating expenses(101,293) (82,370)  
Underwriting income$64,847
 $26,448
 145.2
 $26,448
 $20,579
 28.5
$141,439
 $64,847
 118.1
                
Underwriting Ratios    % Point Change     % Point Change    % Point Change
Loss ratio18.8% 28.8% (10.0) 28.8% 9.3% 19.5
10.1% 18.8% (8.7)
Acquisition expense ratio21.1% 25.5% (4.4) 25.5% 34.8% (9.3)11.2% 21.1% (9.9)
Other operating expense ratio38.5% 34.6% 3.9
 34.6% 16.3% 18.3
35.3% 38.5% (3.2)
Combined ratio78.4% 88.9% (10.5) 88.9% 60.4% 28.5
56.6% 78.4% (21.8)
 Year Ended December 31,
 2015 2014 % Change
Gross premiums written$295,557
 $227,356
 30.0
Premiums ceded(28,064) (22,519)  
Net premiums written267,493
 204,837
 30.6
Change in unearned premiums(53,383) (11,264)  
Net premiums earned214,110
 193,573
 10.6
Other underwriting income18,430
 4,840
  
Losses and loss adjustment expenses(40,247) (55,674)  
Acquisition expenses(45,076) (49,400)  
Other operating expenses(82,370) (66,891)  
Underwriting income$64,847
 $26,448
 145.2
      
Underwriting Ratios    % Point Change
Loss ratio18.8% 28.8% (10.0)
Acquisition expense ratio21.1% 25.5% (4.4)
Other operating expense ratio38.5% 34.6% 3.9
Combined ratio78.4% 88.9% (10.5)



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Premiums Written.
The following table sets forth our mortgage segment’s net premiums written by client location and underwriting location (i.e., where the business is underwritten):
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Net premiums written by client location          
United States$193,617
 $184,333
 $63,692
$280,509
 $193,617
 $184,333
Other73,876
 20,504
 25,878
110,957
 73,876
 20,504
Total$267,493
 $204,837
 $89,570
$391,466
 $267,493
 $204,837
          
Net premiums written by underwriting location          
United States$125,317
 $98,809
 $
$186,826
 $125,317
 $98,809
Other142,176
 106,028
 89,570
204,640
 142,176
 106,028
Total$267,493
 $204,837
 $89,570
$391,466
 $267,493
 $204,837
20152016 versus 2014:2015: NetGross premiums written by the mortgage segment in 2016 were 69.1% higher than in 2015, included newreflecting growth in Australian mortgage reinsurance, in U.S. primary business and from GSE credit risk-sharing transactions receiving insurance accounting treatment. The lower increase in net premiums written of 46.3% reflected retrocessions on Australian mortgage reinsurance business which is primarilycovering exposures written since May 2015, including a single premium market, and an increase in business written by Arch MI U.S. to $121.1 million in 2015, compared to $98.8 million in 2014. The 2015 amount included $94.5 million from credit union clients and $26.6 million from banks and other mortgage lenders, compared to $90.0 million from credit union clients and $8.8 million from banks and other originators for 2014. substantial portion representing catch up premiums.
The persistency rate of the Arch MI U.S. primary portfolio of mortgage loans (combined AMIC and UGC) was 75.6%76.1% at December 31, 2015.2016. The persistency rate represents the percentage of mortgage insurance in force at the beginning of a 12-month period that remains in force at the end of such period. In addition, net premiums written in 20152016 reflected an increase in GSE credit risk-sharing transactions accounted for under insurance accounting guidance.
20142015 versus 2013:2014: Growth in netNet premiums written between 2013 and 2014 primarily resulted from the acquisition of Arch MI U.S. In addition, net premiums writtenin 2015 included $32.5 million from the 100% quota share indemnity reinsurance agreement with PMI Mortgage Insurance Co., in Rehabilitation (“PMI”) for performing certificates of insurance that were issued by PMI from 2009 to 2011, along with growth in U.S.new Australian mortgage reinsurance business.business, which is primarily a single premium market, and an increase in business written by AMIC compared to 2014.
Arch MI U.S.AMIC generated $10.27$26.87 billion of new insurance written (“NIW”) during 2015, of which approximately 54% was from banks and other non-credit union mortgage originators.2016. NIW represents the original principal balance of all loans that received coverage during the period.

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The following table provides details on the NIW generated by Arch MI U.S.:
(U.S. Dollars in millions)Three Months Ended Year Ended
December 31, 2015 September 30, 2015 June 30, 2015 March 31, 2015 December 31, 2015
 Amount % Amount % Amount % Amount % Amount %
                    
Total new insurance written (NIW)$2,575
   $3,179
   $2,709
   $1,808
   $10,271
  
                    
Total NIW by credit quality (FICO score):                   
>=740$1,543
 60
 $1,973
 62
 $1,723
 64
 $1,064
 59
 $6,303
 61
680-739842
 33
 976
 31
 842
 31
 602
 33
 3,262
 32
620-679190
 7
 230
 7
 143
 5
 142
 8
 705
 7
<620
 
 
 
 1
 
 
 
 1
 
  Total$2,575
 100
 $3,179
 100
 $2,709
 100
 $1,808
 100
 $10,271
 100
                    
Total NIW by LTV:                   
95.01% and above$164
 6
 $219
 7
 $165
 6
 $86
 5
 $634
 6
90.01% to 95.00%1,164
 45
 1,458
 46
 1,227
 45
 682
 38
 4,531
 44
85.01% to 90.00%856
 33
 1,054
 33
 908
 34
 583
 32
 3,401
 33
85.01% and below391
 15
 448
 14
 409
 15
 457
 25
 1,705
 17
  Total$2,575
 100
 $3,179
 100
 $2,709
 100
 $1,808
 100
 $10,271
 100
                    
Total NIW purchase vs. refinance:                   
Purchase$1,923
 75
 $2,483
 78
 $1,830
 68
 $918
 51
 $7,154
 70
Refinance652
 25
 696
 22
 879
 32
 890
 49
 3,117
 30
  Total$2,575
 100
 $3,179
 100
 $2,709
 100
 $1,808
 100
 $10,271
 100
Net Premiums Earned.
The following table sets forth our mortgage segment’s net premiums earned by client location and underwriting location (i.e., where the business is underwritten):
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Net premiums earned by client location          
United States$202,930
 $187,194
 $49,045
$265,527
 $202,930
 $187,194
Other11,180
 6,379
 2,221
21,189
 11,180
 6,379
Total$214,110
 $193,573
 $51,266
$286,716
 $214,110
 $193,573
          
Net premiums earned by underwriting location          
United States$113,062
 $92,236
 $
$155,929
 $113,062
 $92,236
Other101,048
 101,337
 51,266
130,787
 101,048
 101,337
Total$214,110
 $193,573
 $51,266
$286,716
 $214,110
 $193,573
Net premiums earned for 20152016 was substantially higher than in 2014,2015, primarily due to the growth of Arch MI U.S.’sAMIC’s business along with a higher earned contribution from the mortgage segment’s quota share reinsurance business. Growth from 20132014 to 20142015 primarily reflects the acquisitiongrowth of Arch MI U.S.AMIC.
Other Underwriting Income.
Other underwriting income, which is primarily related to GSE risk-sharing transactions receiving derivative accounting treatment, was $17.0 million for 2016, compared to $18.4 million for 2015 was $18.4 million, compared toand $4.8 million for 2014. Such amounts primarily relate to GSE credit risk-sharing products accounted for as derivative instruments.

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Losses and Loss Adjustment Expenses.
The table below shows the components of the mortgage segment’s loss ratio:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Current year24.5 % 29.3 % 11.2 %17.5 % 24.5 % 29.3 %
Prior period reserve development(5.7)% (0.5)% (1.9)%(7.4)% (5.7)% (0.5)%
Loss ratio18.8 % 28.8 % 9.3 %10.1 % 18.8 % 28.8 %
Unlike property and casualty business for which we estimate ultimate losses on premiums earned, losses on mortgage insurance business are only recorded at the time a borrower is delinquent on their mortgage, in accordance with primary mortgage insurance industry practice. Because our primary mortgage insurance reserving process does not take into account the impact of future losses from loans that are not in default, mortgage insurance loss reserves are not an estimate of ultimate losses. In addition to establishing loss reserves for loans in default, under GAAP, we are required to establish a premium deficiency reserve for our mortgage insurance products if the amount of expected future losses and


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maintenance costs exceeds expected future premiums, existing reserves and the anticipated investment income for such product. We evaluate whether a premium deficiency exists quarterly. No such reserve was established during 2015.2016.
Current Year Loss Ratio.
The mortgage segment’s current year loss ratio was 7.0 points lower in 2016 compared to 2015 and 4.8 points lower in 2015 compared to 2014 and 18.1 points higher in 2014 compared to 2013.2014. The current year loss ratio for 20152016 reflects changes in the mix of business earned, when compared to 2014,2015, and the impact of a decrease in the number of delinquent loans and a lower claim rate on such loans. The higherlower current year loss ratio for 20142015 compared to 2013 primarily resulted from2014 also reflected changes in the mix of business earned resulting from our acquisition of Arch MI U.S.and a decrease in delinquent loans and claim rates.
Prior Period Reserve Development.
The mortgage segment’s net favorable development ofwas $21.2 million, or 7.4 points, for 2016, compared to $12.3 million, or 5.7 points, offor 2015 and $0.9 million, or 0.5 points, for 2014.The mortgage segment’s net earned premium,favorable development for 2016 included $11.1$18.5 million of favorable development on Arch MI U.S.AMIC business, primarily reflecting a decrease in establishedthe number of delinquent loans and a lower claim ratesrate on delinquentsuch loans. Such development was primarily from the 20032004 to 2008 and 2014 origination years. The mortgage segment also experienced net favorable development of $1.2$2.7 million on U.S. mortgage reinsurance business.
Underwriting Expenses.
 2016 versus 2015: The underwriting expense ratio for the mortgage segment was 46.5% for 2016, compared to 59.6% for 2015. The acquisition expense ratio was 11.2% for 2016, compared to 21.1% for 2015. The operating expense ratio was 35.3% for 2016, compared to 38.5% for 2015. The decrease in the underwriting expense ratio reflects the expansion of the mortgage segment’s insurance in force in 2016.
2015 versus 2014: The underwriting expense ratio for the mortgage segment was 59.6% for 2015, compared to 60.1% for 2014. The acquisition expense ratio was 21.1% for 2015, compared to 25.5% for 2014. The operating expense ratio was 38.5% for 2015, compared to 34.6% for 2014. The increase in the underwriting expense ratio reflects the expansion of2014, reflecting efforts to expand the mortgage segment’s underwriting platform in 2015. The underwriting expense ratio is expected to stay at an elevated rate until Arch MI U.S. reaches scale with respect to non-credit union clientele.
2014 versus 2013: The underwriting expense ratio for the mortgage segment was 60.1% for 2014, compared to 51.1% for 2013. The acquisition expense ratio was 25.5% for 2014, compared to 34.8% for 2013. The operating expense ratio was 34.6% for 2014, compared to 16.3% for 2013. The increase in the underwriting expense ratio reflects the addition of Arch MI U.S. in 2014.

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OtherCorporate (Non-Underwriting) Segment
As noted earlier,The corporate (non-underwriting) segment results include net investment income, other income (loss), corporate expenses, interest expense, net realized gains or losses, net impairment losses included in earnings, equity in net income or loss of investment funds accounted for using the ‘other’ segment includesequity method, net foreign exchange gains or losses, UGC transaction costs and
other, income taxes and items related to our non-cumulative preferred shares. Such amounts exclude the results of Watford Re. See note 4, “Variable Interest Entity and Noncontrolling Interests” and note 5, “Segment Information,” of the notes accompanying our consolidated financial statements for additional information. The following table sets forth the results of our ‘other’ segment:
 Year Ended December 31,
 2015 2014
Gross premiums written$488,899
 $288,627
Premiums ceded(22,940) (14,171)
Net premiums written465,959
 274,456
Change in unearned premiums(68,107) (170,979)
Net premiums earned397,852
 103,477
Other underwriting income4,468
 
Losses and loss adjustment expenses(277,659) (70,173)
Acquisition expenses, net(113,451) (30,116)
Other operating expenses(14,919) (6,268)
Underwriting income (loss)(3,709) (3,080)
    
Net investment income76,410
 18,249
Other expenses
 (2,329)
Net realized gains (losses)(86,709) (30,467)
Interest expense(4,356) 
Net foreign exchange gains (losses)3,494
 1,086
Net income (loss)(14,870) (16,541)
Dividends attributable to redeemable noncontrolling interests (1)(18,828) (14,728)
Net income (loss) attributable to common interests(33,698) (31,269)
Amounts attributable to nonredeemable noncontrolling interests (1)29,984
 27,823
Net income (loss) available to Arch$(3,714) $(3,446)
Underwriting Ratios 
  
Loss ratio69.8% 67.8%
Acquisition expense ratio28.5% 29.1%
Other operating expense ratio3.7% 6.1%
Combined ratio102.0% 103.0%
    
Total investable assets$1,696,107
 $1,163,240
Total assets2,122,332
 1,482,516
Total liabilities1,072,102
 398,660
(1) Recorded as ‘net (income) loss attributable to noncontrolling interests’ in the consolidated statements of income.
Other Income or Expense Items (excluding amounts related to the ‘other’ segment)segment.
Net Investment Income.
The components of net investment income were derived from the following sources:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Fixed maturities$241,389
 $257,387
 $249,833
$242,310
 $241,389
 $257,387
Term loan investments19,290
 21,521
 20,608
26,550
 19,290
 21,521
Equity securities14,339
 13,005
 8,919
13,823
 14,339
 13,005
Short-term investments574
 904
 1,259
3,619
 574
 904
Other (1)41,721
 28,803
 19,710
39,750
 41,721
 28,803
Gross investment income317,313
 321,620
 300,329
326,052
 317,313
 321,620
Investment expenses (2)(45,633) (37,284) (33,110)(48,859) (45,633) (37,284)
Net investment income$271,680
 $284,336
 $267,219
$277,193
 $271,680
 $284,336
(1)     Amounts include dividends and income distributions on investment funds and other items.
(1)Amounts include dividends and income distributions on investment funds and other items.
(2)Investment expenses were approximately 0.35%0.34% of average invested assets for 2015,2016, compared to 0.35% for 2015 and 0.28% for 2014 and 0.26% for 2013.2014.

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The pre-tax investment income yield was 1.92% for 2016, compared to 2.06% for 2015 compared toand 2.08% for 2014 and 2.12% for 2013.2014. The comparability of net investment income between the periods was influenced by our share repurchase program, as well as the decrease in the pre-tax investment income yield, due in part to the prevailing interest rate environment. The pre-tax investment income yields were calculated based on amortized cost. Yields on future investment income may vary based on financial market conditions, investment allocation decisions and other factors.
Other Income (Loss).Corporate Expenses. We record income or loss from certain investments using the equity method on a three month lag basis based on the availability of their financial statements, including income or loss on our investment in Gulf Reinsurance Limited (“Gulf Re”)
Corporate expenses were $49.4 million for the period prior2016, compared to the closing of our acquisition of Gulf Re on May 14, 2015. In addition, other income (loss) from time to time includes certain non-recurring items. We recorded a loss of $0.4$49.7 million for 2015 and $47.6 million for 2014. Such amounts primarily represent certain holding company costs necessary to support our worldwide insurance and reinsurance operations and costs associated with operating as a publicly traded company.
Interest Expense.
Interest expense was $53.5 million for 2016, compared to a loss of $10.3$41.5 million for 2014,2015 and a loss of $0.6$45.6 million for 2013. Results for 2014 reflected $14.1 million2014. Interest expense reflects amounts related to our outstanding senior notes, revolving credit agreement borrowings and other. The lower level of losses from Gulf Re, which experienced a number of large technical risk losses.
Equity in Net Income (Loss) of Investment Funds Accounted for Using the Equity Method. We recorded $25.5 million of equity in net incomeinterest expense for 2015 compared to $19.9primarily resulted from a reduction in interest expense in the 2015 second quarter on a deposit accounting liability contract. Such contract was commuted in the 2016 second quarter. We issued $950.0 million for 2014


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of senior notes in December 2016 in connection with the UGC acquisition and $35.7borrowed $400.0 million for 2013. We use the equity method on certain investment funds due to their ownership structure, which are typically structured as limited partnerships, where we do not have a controlling interest and are not the primary beneficiary. In applying the equity method, these investments are initially recorded at cost and are subsequently adjusted based on our proportionate share of the net income or loss of the funds (which include changesrevolving credit agreement. As such, our borrowing costs for 2017 will be higher than in the market value of the underlying securities in the funds). Such investments are generally recorded on a one to three month lag based on the availability of reports from the investment funds. Certain of these funds employ leverage to achieve a higher rate of return on their assets under management. While leverage presents opportunities for increasing the total return of such investments, it may increase losses as well. Fluctuations in the carrying value of the investment funds accounted for using the equity method may increase the volatility of our reported results of operations. Investment funds accounted for using the equity method totaled $593.0 million at December 31, 2015, compared to $349.0 million at December 31, 2014.2016 and prior periods.
Net Realized Gains (Losses).
We recorded net realized gains of $69.6 million for 2016, compared to net realized losses of $99.1 million for 2015 compared toand net realized gains of $133.4 million and $74.0 million, respectively, for 2014 and 2013.2014. Currently, our portfolio is actively managed to maximize total return within certain guidelines. In assessing returns under this approach, we include net investment income, net realized gains and losses and the change in unrealized gains and losses generated by our investment portfolio. The effect of financial market movements on the investment portfolio will directly impact net realized gains and losses as the portfolio is adjusted and rebalanced. Net realized gains or losses from the sale of fixed maturities primarily resultedresults from our decisions to reduce credit exposure, to change duration targets, to rebalance our portfolios or due to relative value determinations. Net realized gains or losses also includedincludes realized and unrealized contract gains and losses on our derivative instruments, changes in the fair value of assets and liabilities accounted for using the fair value option along with remeasurementre-measurement of the contingent consideration liability related to our purchase of CMG Mortgage Insurance Company and its affiliated mortgage insurance companies (the “CMG Entities”). See note 2, “Businesses Acquired—Mortgage Insurance Operations,” and note 8, “Investment Information—Net Realized Gains (Losses),” of the notes accompanying our consolidated financial statements for additional information.amounts.
Net Impairment Losses Recognized in Earnings.On a quarterly basis, we perform reviews of our available for sale investments to determine whether declines in fair value below the cost basis are considered other-than-temporary in accordance with applicable accounting guidance regarding the recognition and presentation of other-than-temporary impairments.
For 2015,2016, we recorded $20.1$30.4 million of credit related impairments in earnings, compared to $20.1 million in 2015 and $30.2 million in 2014 and $3.8 million in 2013.2014. The impairment losses recorded in 2015 primarily related to corporate bonds2016 included reductions on two asset backed securities based on information received from external investment managers dueand a review of cash flow projections in order to foreign currency fluctuations on non-U.S. Dollar denominated investments based on the remaining time to maturity, on equity securities and on structured securities based on changes indetermine expected recovery values. In addition, impairment losses included reductions on certain corporate bonds, equities and other investments, with smaller contributions from other sectors. See note 8,9, “Investment Information—Other-Than-Temporary Impairments,” of the notes accompanying our consolidated financial statements for additional information.
Other Expenses.Other expenses, which are includedEquity in our other operating expenses and partNet Income (Loss) of corporate and other (non-underwriting), were $49.7Investment Funds Accounted for Using the Equity Method.
We recorded $48.5 million of equity in net income related to investment funds accounted for using the equity method for 2016, compared to $25.5 million for 2015 and $19.9 million for 2014. Investment funds accounted for using the equity method totaled $811.3 million at December 31, 2016, compared to $47.6$593.0 million for 2014 and $42.4 million for 2013. Such amounts primarily represent certain holding company costs necessary to support our worldwide insurance and reinsurance operations, share based compensation expense and costs associated with operating as a publicly traded company.at December 31, 2015.
Interest Expense. Interest expense was $41.5 million for 2015, compared to $45.6 million for 2014 and $27.1 million for 2013. Interest expense includes periodic reassessments of a deposit accounting liability (i.e., a contract that, in accordance with GAAP, does not pass risk transfer). In the 2015 second quarter, we recorded an $8.4 reduction in interest expense,

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compared to $8.2 million in the 2014 third quarter. Both reductions resulted from reassessments of the estimated ultimate liability due to a determination that paid losses were expected to be lower than previously anticipated. The higher level of interest expense for 2015 and 2014 compared to 2013 primarily resulted from interest related to the $500.0 million of 5.144% senior notes issued by Arch Capital Group (U.S.) Inc. (“Arch-U.S.”) in December 2013.
Net Foreign Exchange Gains or Losses.
Net foreign exchange gains for 2016 were $31.4 million, compared to net foreign exchange gains for 2015 wereof $62.6 million compared toand net foreign exchange gains for 2014 of $82.7 million and net foreign exchange losses for 2013 of $12.3 million. Amounts in allsuch periods were primarily unrealized and resulted from the effects of revaluing our net insurance
liabilities required to be settled in foreign currencies at each balance sheet date. Changes
UGC Transaction Costs and Other.
UGC transaction costs and other were $41.7 million for 2016. UGC transaction costs, which relate to non-recurring costs such as advisory, financing, legal, etc. related to the UGC acquisition discussed below, were $32.3 million. In addition, we recorded an out-of-period charge of $9.4 million in the value2016 fourth quarter related to a change in our accounting policy with respect to deferred acquisition costs. This change in accounting policy, which was reflected retroactively in our financial statements, also resulted in adjustments to the deferred acquisition costs, other assets, and retained earnings accounts on the balance sheet. See note 1, “General,” of investments held in foreign currencies due to foreign currency rate movements are reflected as a direct increase or decrease to shareholders’ equity and are not included in the notes accompanying our consolidated financial statements of income. We have not matched a portion of our projected liabilities in foreign currencies with investments in the same currencies and may not match such amounts in future periods, which could increase our exposure to foreign currency fluctuations and increase the volatility of our shareholders’ equity.for additional information.
Income Tax Expense.
Our income tax provision on income before income taxes resulted in an expense of 7.0%4.3% for 2015,2016, compared to an expense of 2.7%7.0% for 20142015 and an expense of 4.4%2.7% for 2013.2014. Our effective tax rate fluctuates from year to year consistent with the relative mix of income or loss reported by jurisdiction and the varying tax rates in each jurisdiction. See note 13,14, “Income Taxes,” of the notes accompanying our consolidated financial statements for a reconciliation of the difference between the provision for income taxes and the expected tax provision at the weighted average statutory tax rate for 2016, 2015 2014 and 2013.2014.
Other Segment
The ‘other’ segment includes the results of Watford Re. Pursuant to generally accepted accounting principles, Watford Re is considered a variable interest entity and we concluded that we are the primary beneficiary of Watford Re. As such, we consolidate the results of Watford Re in our consolidated financial statements, although we only own approximately 11% of Watford Re’s common equity. See note 4, “Variable Interest Entity and Noncontrolling Interests” and note 5, “Segment Information,” of the notes accompanying our consolidated financial statements for additional information.

CRITICAL ACCOUNTING POLICIES, ESTIMATES AND RECENT ACCOUNTING PRONOUNCEMENTS
The preparation of consolidated financial statements in accordance with GAAP requires us to make many estimates and judgments that affect the reported amounts of assets, liabilities (including reserves), revenues and expenses, and related disclosures of contingent liabilities. On an ongoing basis, we evaluate our estimates, including those related to revenue recognition, insurance and other reserves, reinsurance


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recoverables, allowance for doubtful accounts, investment valuations, intangible assets, bad debts, income taxes, contingencies and litigation. We base our estimates on historical experience, where possible, and on various other assumptions that we believe to be reasonable under the circumstances, which form the basis for our judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Estimates and judgments for a relatively new insurance and reinsurance company, like our company, are even more difficult to make than those made in a mature company since relatively limited historical information has been reported to us through December 31, 2015.2016. Actual results will differ from these estimates and such differences may be material. We believe that the following critical accounting policies affect significant estimates used in the preparation of our consolidated financial statements.
Reserves for Losses and Loss Adjustment Expenses
We are required by applicable insurance laws and regulations and GAAP to establish reserves for losses and loss adjustment expenses (“Loss Reserves”) that arise from the business we underwrite. Loss Reserves for our insurance and reinsurance operations are balance sheet liabilities representing estimates of future amounts required to pay losses and loss adjustment expenses for insured or reinsured events which have occurred at or before the balance sheet date. Loss Reserves do not reflect contingency reserve allowances to account for future loss occurrences. Losses arising from future events will be estimated and recognized at the time the losses are incurred and could be substantial.

99On December 31, 2016, the UGC acquisition was completed. As such, our mortgage segment Loss Reserves and disclosures in this section reflect the acquisition of UGC.

See note 7, “Short Duration Contracts,” of the notes accompanying our consolidated financial statements for additional information on our reserving process.


At December 31, 20152016 and 2014,2015, our Loss Reserves, net of unpaid losses and loss adjustment expenses recoverable, by type and by operating segment were as follows:
 December 31,
 2016 2015
Insurance:   
Case reserves$1,414,603
 $1,434,986
IBNR reserves3,187,451 3,080,122
Total net reserves4,602,054
 4,515,108
Reinsurance:   
Case reserves762,730
 699,860
Additional case reserves92,524 99,343
IBNR reserves1,517,983 1,593,186
Total net reserves2,373,237
 2,392,389
Mortgage:   
Case reserves593,222
 86,278
IBNR reserves59,791 23,211
Total net reserves653,013
 109,489
Other:   
Case reserves125,703
 64,875
Additional case reserves9,513
 5,199
IBNR reserves353,865
 209,353
Total net reserves489,081
 279,427
Total:   
Case reserves2,896,258
 2,285,999
Additional case reserves102,037 104,542
IBNR reserves5,119,090 4,905,872
Total net reserves$8,117,385
 $7,296,413
 December 31,
 2015 2014
Insurance:   
Case reserves$1,434,986
 $1,459,040
IBNR reserves3,080,122
 3,066,962
Total net reserves4,515,108
 4,526,002
Reinsurance:   
Case reserves699,860
 794,838
Additional case reserves99,343
 97,413
IBNR reserves1,593,186
 1,658,468
Total net reserves2,392,389
 2,550,719
Mortgage:   
Case reserves86,278
 96,092
IBNR reserves23,211
 21,709
Total net reserves109,489
 117,801
Other:   
Case reserves64,875
 12,010
Additional case reserves5,199
 
IBNR reserves209,353
 51,613
Total net reserves279,427
 63,623
Total:   
Case reserves2,285,999
 2,361,980
Additional case reserves104,542
 97,413
IBNR reserves4,905,872
 4,798,752
Total net reserves$7,296,413
 $7,258,145
Insurance Operations
Loss Reserves for our insurance operations are comprised of (1) estimated amounts for claims reported (“case reserves”) and (2) incurred but not reported (“IBNR”) losses. For our insurance operations, generally, claims personnel determine whether to establish a case reserve for the estimated amount of the ultimate settlement of individual claims. The estimate reflects the judgment of claims personnel based on general corporate reserving practices, the experience and knowledge of such personnel regarding the nature and value of the specific type of claim and, where appropriate, advice of counsel. Our insurance operations also contract with a number of outside third party administrators in the claims process who, in certain cases, have limited authority to establish case reserves. The work of such administrators is reviewed and monitored by our claims personnel. Loss Reserves are also established to provide for loss adjustment expenses and represent the estimated expense of settling claims, including legal and other fees and the general expenses of administering the claims adjustment process. Periodically, adjustments to the reported or case reserves may be made as additional information regarding the claims is reported or payments are made. IBNR reserves are established to provide for incurred claims which have not yet been reported at the balance sheet date as well as to adjust for any projected variance in case reserving. Actuaries estimate ultimate losses and loss adjustment expenses using various generally accepted actuarial methods applied to known losses and other relevant information. Like case reserves, IBNR reserves are adjusted as additional information becomes known or payments are made. The process of estimating reserves involves a considerable degree of judgment by management and, as of any given date, is inherently uncertain.
Ultimate losses and loss adjustment expenses are generally determined by extrapolation of claim emergence and settlement patterns observed in the past that can reasonably be expected to persist into the future. In forecasting ultimate losses and loss adjustment expenses with respect to any line of business, past experience with respect to that line of business is the primary resource, developed through both industry and company experience, but cannot be relied upon in isolation. Uncertainties in estimating ultimate losses and loss adjustment expenses are magnified by the time lag between when a claim actually occurs and when it is reported and settled. This time lag is sometimes referred to as the “claim-tail.” The claim-tail for most property coverages is typically short (usually several months up to a few years). The claim-tail for certain professional liability, executive assurance and healthcare coverages, which are generally written on a claims-made basis, is typically longer than property coverages but shorter than casualty lines. The claim-tail for liability/casualty coverages, such as general liability, products liability, multiple peril coverage, and workers’ compensation, may be especially long as claims are often reported and ultimately paid or settled years, or even decades, after the related loss

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events occur. During the long claims reporting and settlement period, additional facts regarding coverages written in prior accident years, as well as about actual claims and trends, may become known and, as a result, our insurance operations may adjust their reserves. If management determines that an adjustment is appropriate, the adjustment is recorded in the accounting period in which such determination is made in accordance with GAAP. Accordingly, should Loss Reserves need to be increased or decreased in the future from amounts currently established, future results of operations would be negatively or positively impacted, respectively.
In determining ultimate losses and loss adjustment expenses, the cost to indemnify claimants, provide needed legal defense and other services for insureds and administer the investigation and adjustment of claims are considered. These claim costs are influenced by many factors that change over time, such as expanded coverage definitions as a result of new court decisions, inflation in costs to repair or replace damaged property, inflation in the cost of medical services and legislated changes in statutory benefits, as well as by the particular, unique facts that pertain to each claim. As a result, the rate at which claims arose in the past and the costs to settle them may not always be representative of what will occur in the future. The factors influencing changes in claim costs are often difficult to isolate or quantify and developments in paid and incurred losses from historical trends are frequently subject to multiple and conflicting interpretations. Changes in coverage terms or claims handling practices may also cause future experience and/or development patterns to vary from the past. A key objective of actuaries in developing estimates of ultimate losses and loss adjustment expenses, and resulting IBNR reserves, is to identify aberrations and systemic changes occurring within historical experience and accurately adjust for them so that the future can be projected reliably. Because of the factors previously discussed, this process requires the substantial use of informed judgment and is inherently uncertain.
At December 31, 20152016 and 2014,2015, the insurance segment’s Loss Reserves by major line of business, net of unpaid losses and loss adjustment expenses recoverable, were as follows:
December 31,December 31,
2015 20142016 2015
Professional lines (1)$1,346,882
 $1,453,770
$1,293,667
 $1,346,882
Construction and national accounts876,278
 806,007
976,109
 876,278
Excess and surplus casualty (2)687,305
 682,286
Programs687,405
 669,601
667,677
 687,405
Excess and surplus casualty (2)682,286
 683,305
Property, energy, marine and aviation330,104
 407,730
302,057
 330,104
Travel, accident and health64,537
 60,888
72,726
 64,537
Lenders products44,273
 40,579
42,147
 44,273
Other (3)483,343
 404,122
560,366
 483,343
Total net reserves$4,515,108
 $4,526,002
$4,602,054
 $4,515,108
(1)Includes professional liability, executive assurance and healthcare business.
(2)Includes casualty and contract binding business.
(3)Includes alternative markets, excess workers’ compensation and surety business.
The initial reserving method for our insurance operations to date has been, to a large extent, the expected loss method, which is commonly applied when limited loss experience exists. Our insurance operations employ a number of different reserving methods depending on the line of business, the availability of historical loss experience and the stability of that loss experience. Over time, such techniques have been given more weight in the reserving process due to the continuing maturation of their Loss Reserves and the increased availability and credibility of the historical experience. Any estimates and assumptions made as part of the reserving process could prove to be inaccurate due to several factors, including the fact that relatively limited historical information has been reported to our insurance operations through December 31, 2015 in some lines of business. See below for a discussion of the key assumptions in our insurance operations’ reserving process.
Although Loss Reserves are initially determined based on underwriting and pricing analyses, our insurance operations apply several generally accepted actuarial methods, as discussed below, on a quarterly basis to evaluate their Loss Reserves, in addition to the expected loss method, in particular for Loss Reserves from more mature accident years (the year in which a loss occurred). As noted below, our insurance operations give some weight to their own experience following reviews of open claims on lines of business written on a claims-made basis for which they developed a reasonable level of credible data. Each quarter, as part of the reserving process, actuaries at our insurance operations reaffirm that the assumptions used in the reserving process continue to form a sound basis for the projection of liabilities. If actual loss activity differs substantially from expectations based on historical information, an adjustment to loss reserves may be supported. Loss Reserves for more mature accident years are now based more on historical loss activity and

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patterns than on the initial assumptions based on pricing indications. More recent accident years rely more heavily on internal pricing assumptions. Our insurance operations place more or less reliance on a particular actuarial method based on the facts and circumstances at the time the estimates of Loss Reserves are made. These methods generally fall into one of the following categories or are hybrids of one or more of the following categories:
Expected loss methods – these methods are based on the assumption that ultimate losses vary proportionately with premiums. Expected loss and loss adjustment expense ratios are typically developed based upon the information derived by underwriters and actuaries during the initial pricing of the business, supplemented by industry data available from organizations, such as statistical bureaus and consulting firms, where appropriate. These ratios consider, among other things, rate increases and changes in terms and conditions that have been observed in the market. Expected loss methods are useful for estimating ultimate losses and loss adjustment expenses in the early years of long-tailed lines of business, when little or no paid or incurred loss information is available, and is commonly applied when limited loss experience exists for a company.
Historical incurred loss development methods – these methods assume that the ratio of losses in one period to losses in an earlier period will remain constant in the future. These methods use incurred losses (i.e., the sum of cumulative historical loss payments plus outstanding case reserves) over discrete periods of time to estimate future losses. Historical incurred loss development methods may be preferable to historical paid loss development methods because they explicitly take into account open cases and the claims adjusters’ evaluations of the cost to settle all known claims. However, historical incurred loss development methods necessarily assume that case reserving practices are consistently applied over time. Therefore, when there have been significant changes in how case reserves are established, using incurred loss data to project ultimate losses may be less reliable than other methods.
Historical paid loss development methods – these methods, like historical incurred loss development methods, assume that the ratio of losses in one period to losses in an earlier period will remain constant. These methods use historical loss payments over discrete periods of time to estimate future losses and necessarily assume that factors that have affected paid losses in the past, such as inflation or the effects of litigation, will remain constant in the future. Because historical paid loss development methods do not use incurred losses to estimate ultimate losses, they may be more reliable than the other methods that use incurred losses in situations where there are significant changes in how incurred losses are established by a company’s claims adjusters. However, historical paid loss development methods are more leveraged (meaning that small changes in payments have a larger impact on estimates of ultimate losses) than actuarial methods that use incurred losses because cumulative loss payments take much longer to equal the expected ultimate losses than cumulative incurred amounts. In addition, and for similar reasons, historical paid loss development methods are often slow to react to situations when new or different factors arise than those that have affected paid losses in the past.
Adjusted historical paid and incurred loss development methods – these methods take traditional historical paid and incurred loss development methods and adjust them for the estimated impact of changes from the past in factors such as inflation, the speed of claim payments or the adequacy of case reserves. Adjusted historical paid and incurred loss development methods are often more reliable methods of predicting ultimate losses in periods of significant change, provided the actuaries can develop methods to reasonably quantify the impact of changes. As such, these methods utilize more judgment than historical paid and incurred loss development methods.
Bornhuetter-Ferguson (“B-F”) paid and incurred loss methods – these methods utilize actual paid and incurred losses and expected patterns of paid and incurred losses, taking the initial expected ultimate losses into account to determine an estimate of expected ultimate losses. The B-F paid and incurred loss methods are useful when there are few reported claims and a relatively less stable pattern of reported losses.
Additional analyses– other methodologies are often used in the reserving process for specific types of claims or events, such as catastrophic or other specific major events. These include vendor catastrophe models, which are typically used in the estimation of Loss Reserves at the early stage of known catastrophic events before information has been reported to an insurer or reinsurer, and analyses of specific industry events, such as large lawsuits or claims.
In the initial reserving process for casualty business, primarily consisting of primary and excess exposures written on an occurrence basis, our insurance operations primarily rely on the expected loss method. The development of our

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insurance operations’ casualty business may be unstable due to its long-tail nature and the occurrence of high severity events, as a portion of our insurance operations’ casualty business is in high excess layers. As time passes, for a given accident year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. Our insurance operations make a number of key assumptions in reserving for casualty business, including that the pricing loss ratio is the best estimate of the ultimate loss ratio at the time the policy is entered into, that our insurance operations’ loss development patterns, which are based on a combination of company and industry loss development patterns and adjusted to reflect differences in our insurance operations’ mix of business, are reasonable and that our insurance operations’ claims personnel and underwriters analyses of our exposure to major events are assumed to be our best estimate of our exposure to the known claims on those events. As noted earlier, due to the long claims reporting and settlement period for casualty business, additional facts regarding coverages written in prior accident years, as well as about actual claims and trends may become known and, as a result, our insurance operations may be required to adjust their casualty reserves. The expected loss ratios used in the initial reserving process for our insurance operations’ casualty business for recent accident years have varied, in some cases significantly, from earlier accident years. As the credibility of historical experience for earlier accident years increases, the experience from these accident years will be given a greater weighting in the actuarial analysis to determine future accident year expected loss ratios, adjusted for changes in pricing, loss trends, terms and conditions and reinsurance structure.
In the initial reserving process for property, energy, marine and aviation business, which are primarily short-tail exposures, our insurance operations rely on a combination of the reserving methods discussed above. For catastrophe-exposed business, our insurance operations’ reserving process also includes the usage of catastrophe models for known events and a heavy reliance on analysis of individual catastrophic events and management judgment. The development of property losses can be unstable, especially for policies characterized by high severity, low frequency losses. As time passes, for a given accident year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. Our insurance operations make a number of key assumptions in their reserving process, including that historical paid and reported development patterns are stable, catastrophe models provide useful information about our exposure to catastrophic events that have occurred and our underwriters’ judgment as to potential loss exposures can be relied on. The expected loss ratios used in the initial reserving process for our insurance operations’ property business have varied over time due to changes in pricing, reinsurance structure, estimates of catastrophe losses, policy changes (such as attachment points, class and limits) and geographical distribution. As losses in property lines are reported relatively quickly, expected loss ratios are selected for the current accident year based upon actual attritional loss ratios for earlier accident years, adjusted for rate changes, inflation, changes in reinsurance programs and expected attritional losses based on modeling. Due to the short-tail nature of property business, reported loss experience emerges quickly and ultimate losses are known in a reasonably short period of time.
In addition to the assumptions and development characteristics noted above for casualty and property business, our insurance operations authorize managing general agents, general agents and other producers to write program business on their behalf within prescribed underwriting authorities. This adds additional complexity to the reserving process. To monitor adherence to the underwriting guidelines given to such parties, our insurance operations periodically perform claims due diligence reviews. In the initial reserving process for program business, consisting of property and liability exposures which are primarily written on an occurrence basis, our insurance operations primarily rely on the expected loss method. As time passes, for a given accident year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. The expected loss ratios used in the initial reserving process for our insurance operations’ program business have varied over time depending on the type of exposures written (casualty or property) and changes in pricing, loss trends, reinsurance structure and changes in the underlying business.
In the initial reserving process for executive assurance, professional liability and healthcare business, primarily consisting of medium-tail exposures written on a claims-made basis, our insurance operations primarily rely on the expected loss method. As time passes, for a given accident year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. Beginning in 2005, our insurance operations began to give a relatively small amount of weight to their own experience following reviews of open claims, in particular for lines of business written on a claims-made basis for which they developed a reasonable level of credible data. Over the last few years, our insurance operations have increased their reliance on reviews of open claims. In general, the expected loss ratios established for executive assurance, professional liability and healthcare business for recent accident years vary, in some cases materially, from earlier accident years based on analysis of pricing, loss cost trends and changes in policy coverage. Since this business is primarily written on a claims-made basis and is

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subject to high severity, low frequency losses, a great deal of uncertainty exists in setting these initial reserves. In addition, only a limited number of years of historical experience is available for use in projecting loss experience using standard actuarial methods. As the credibility of historical experience for earlier accident years increases, the experience from these accident years will be given a greater weighting in the actuarial analysis to determine future accident year expected loss ratios, adjusted for the occurrence or lack of large losses, changes in pricing, loss trends, terms and conditions and reinsurance structure.
In the initial reserving process for construction and surety business, consisting of primary and excess casualty and contract surety coverages written on an occurrence and claims-made basis, our insurance operations primarily rely on a combination of the reserving methods discussed above. Such business is subject to the assumptions and development characteristics noted above for casualty business. As time passes, for a given accident year, additional weight has been given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. In general, the expected loss ratios used in the initial reserving process for our insurance operations’ construction and surety business for recent accident years vary, in some cases materially, from earlier accident years. As the credibility of historical experience for earlier accident years has increased, the experience from these accident years has been given a greater weighting in the actuarial analysis to determine future accident year expected loss ratios, adjusted for anticipated changes in the regulatory environment, pricing, loss trends, terms and conditions and reinsurance structure.
Reinsurance Operations
Loss Reserves for our reinsurance operations are comprised of (1) case reserves for claims reported, (2) additional case reserves (“ACRs”) and (3) IBNR reserves. Our reinsurance operations receive reports of claims notices from ceding companies and record case reserves based upon the amount of reserves recommended by the ceding company. Case reserves on known events may be supplemented by ACRs, which are often estimated by our reinsurance operations’ claims personnel ahead of official notification from the ceding company, or when our reinsurance operations’ judgment regarding the size or severity of the known event differs from the ceding company. In certain instances, our reinsurance operations establish ACRs even when the ceding company does not report any liability on a known event. In addition, specific claim information reported by ceding companies or obtained through claim audits can alert our reinsurance operations to emerging trends such as changing legal interpretations of coverage and liability, claims from unexpected sources or classes of business, and significant changes in the frequency or severity of individual claims. Such information is often used in the process of estimating IBNR reserves.
The estimation of Loss Reserves for our reinsurance operations is subject to the same risk factors as the estimation of Loss Reserves for our insurance operations. In addition, the inherent uncertainties of estimating such reserves are even greater for reinsurers, due primarily to the following factors: (1) the claim-tail for reinsurers is generally longer because claims are first reported to the ceding company and then to the reinsurer through one or more intermediaries, (2) the reliance on premium estimates, where reports have not been received from the ceding company, in the reserving process, (3) the potential for writing a number of reinsurance contracts with different ceding companies with the same exposure to a single loss event, (4) the diversity of loss development patterns among different types of reinsurance contracts, (5) the necessary reliance on the ceding companies for information regarding reported claims and (6) the differing reserving practices among ceding companies.
As with our insurance operations, the process of estimating Loss Reserves for our reinsurance operations involves a considerable degree of judgment by management and, as of any given date, is inherently uncertain. As discussed above, such uncertainty is greater for reinsurers compared to insurers. As a result, our reinsurance operations obtain information from numerous sources to assist in the process. Pricing actuaries from our reinsurance operations devote considerable effort to understanding and analyzing a ceding company’s operations and loss history during the underwriting of the business, using a combination of ceding company and industry statistics. Such statistics normally include historical premium and loss data by class of business, individual claim information for larger claims, distributions of insurance limits provided, loss reporting and payment patterns, and rate change history. This analysis is used to project expected loss ratios for each treaty during the upcoming contract period.
As mentioned above, there can be a considerable time lag from the time a claim is reported to a ceding company to the time it is reported to the reinsurer. The lag can be several years in some cases and may be attributed to a number of reasons, including the time it takes to investigate a claim, delays associated with the litigation process, the deterioration in a claimant’s physical condition many years after an accident occurs, the case reserving approach of the ceding company, etc. In the reserving process, our reinsurance operations assume that such lags are predictable, on average, over time and

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therefore the lags are contemplated in the loss reporting patterns used in their actuarial methods. This means that our reinsurance operations must rely on estimates for a longer period of time than does an insurance company. Backlogs in the recording of assumed reinsurance can also complicate the accuracy of loss reserve estimation. As of December 31, 2015 there were no significant backlogs related to the processing of assumed reinsurance information at our reinsurance operations.
Our reinsurance operations rely heavily on information reported by ceding companies, as discussed above. In order to determine the accuracy and completeness of such information, underwriters, actuaries, and claims personnel at our reinsurance operations often perform audits of ceding companies and regularly review information received from ceding companies for unusual or unexpected results. Material findings are usually discussed with the ceding companies. Our reinsurance operations sometimes encounter situations where they determine that a claim presentation from a ceding company is not in accordance with contract terms. In these situations, our reinsurance operations attempt to resolve the dispute with the ceding company. Most situations are resolved amicably and without the need for litigation or arbitration. However, in the infrequent situations where a resolution is not possible, our reinsurance operations will vigorously defend their position in such disputes.
At December 31, 20152016 and 2014,2015, the reinsurance segment’s Loss Reserves by major line of business, net of unpaid losses and loss adjustment expenses recoverable, were as follows:
 December 31,
 2016 2015
Casualty$1,355,362
 $1,386,084
Other specialty428,205
 420,865
Property excluding property catastrophe297,200
 301,757
Marine and aviation147,700
 137,969
Property catastrophe86,026
 94,991
Other58,744
 50,723
Total net reserves$2,373,237
 $2,392,389
 December 31,
 2015 2014
Casualty$1,386,084
 $1,432,203
Other specialty420,865
 448,418
Property excluding property catastrophe301,757
 346,610
Marine and aviation137,969
 139,318
Property catastrophe94,991
 128,436
Other50,723
 55,734
Total net reserves$2,392,389
 $2,550,719
Any estimates and assumptions made as part of the reserving process could prove to be inaccurate due to several factors, including the fact that relatively limited historical information has been reported to our reinsurance operations through December 31, 2015 in some lines of business. See below for a discussion of the key assumptions in our reinsurance operations’ reserving process.
Although Loss Reserves are initially determined based on underwriting and pricing analysis, our reinsurance operations apply several generally accepted actuarial methods, as discussed above, on a quarterly basis to evaluate their Loss Reserves in addition to the expected loss method, in particular for Loss Reserves from more mature underwriting years (the year in which business is underwritten). Each quarter, as part of the reserving process, actuaries at our reinsurance operations reaffirm that the assumptions used in the reserving process continue to form a sound basis for projection of liabilities. If actual loss activity differs substantially from expectations based on historical information, an adjustment to loss reserves may be supported. Estimated Loss Reserves for more mature underwriting years are now based more on actual loss activity and historical patterns than on the initial assumptions based on pricing indications. More recent underwriting years rely more heavily on internal pricing assumptions. Our reinsurance operations place more or less reliance on a particular actuarial method based on the facts and circumstances at the time the estimates of Loss Reserves are made.
In the initial reserving process for medium-tail and long-tail lines, consisting of casualty, other specialty, marine and aviation and other exposures, our reinsurance operations primarily rely on the expected loss method. The development of medium-tail and long-tail business may be unstable, especially if there are high severity major events, with business written on an excess of loss basis typically having a longer tail than business written on a pro rata basis. As time passes, for a given underwriting year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. Our reinsurance operations make a number of key assumptions in reserving for medium-tail and long-tail lines, including that the pricing loss ratio is the best estimate of the ultimate loss ratio at the time the contract is entered into, historical paid and reported development patterns are stable and our reinsurance operations’ claims personnel and underwriters analyses of our exposure to major events are assumed to be our best estimate of our exposure to the known claims on those events. The expected loss ratios used in our reinsurance operations’ initial reserving process for medium-tail and long-tail contracts have varied over time due to changes in pricing, terms and conditions and reinsurance structure. As the credibility of historical experience for earlier underwriting years

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increases, the experience from these underwriting years will be used in the actuarial analysis to determine future underwriting year expected loss ratios, adjusted for changes in pricing, loss trends, terms and conditions and reinsurance structure.
In the initial reserving process for short-tail lines, consisting of property excluding property catastrophe and property catastrophe exposures, our reinsurance operations rely on a combination of the reserving methods discussed above. For known catastrophic events, our reinsurance operations’ reserving process also includes the usage of catastrophe models and a heavy reliance on analysis which includes ceding company inquiries and management judgment. The development of property losses may be unstable, especially where there is high catastrophic exposure, may be characterized by high severity, low frequency losses for excess and catastrophe-exposed business and may be highly correlated across contracts. As time passes, for a given underwriting year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. Our reinsurance operations make a number of key assumptions in reserving for short-tail lines, including that historical paid and reported development patterns are stable, catastrophe models provide useful information about our exposure to catastrophic events that have occurred and our underwriters’ judgment and guidance received from ceding companies as to potential loss exposures may be relied on. The expected loss ratios used in the initial reserving process for our reinsurance operations’ property exposures have varied over time due to changes in pricing, reinsurance structure, estimates of catastrophe losses, terms and conditions and geographical distribution. As losses in property lines are reported relatively quickly, expected loss ratios are selected for the current underwriting year incorporating the experience for earlier underwriting years, adjusted for rate changes, inflation, changes in reinsurance programs, expectations about present and future market conditions and expected attritional losses based on modeling. Due to the short-tail nature of property business, reported loss experience emerges quickly and ultimate losses are known in a reasonably short period of time.
Mortgage Operations
Our U.S. mortgage insurance operations establish case reserves for loans that have been reported as delinquent by loan servicers as well as those that are delinquent but not reported, or IBNR. Our U.S. mortgage insurance operations also reserve for the expenses of adjusting claims related to these delinquencies. The trigger that creates a reserve estimate is that an insured loan is two payments in arrears, and the date of the second missed payment is considered to be the accident date. The actuarial reviews and documentation created in the reserving process are completed in accordance with generally accepted actuarial standards. The selected assumptions reflect the actuary’s judgment based on historical data and experience combined with information concerning current underwriting, economic, judicial, regulatory and other influences on ultimate claim settlements.
Because the reserving process requires our U.S. mortgage insurance operations to forecast future conditions, it is inherently uncertain and requires significant judgment and estimation. The use of different estimates would have resulted in the establishment of different reserve levels. Additionally, changes in accounting estimates are likely to occur from period to period as economic conditions change and the ultimate liability may vary significantly from the estimates used. Major risk factors include (but are not limited to) changes in home prices and borrower equity, which can limit the borrower’s ability to sell the property and satisfy the outstanding loan balance, and changes in unemployment, which can affect the borrower’s income and ability to make mortgage payments.
The lead methodology used by our U.S. mortgage insurance operations is a frequency-severity method based on the inventory of pending delinquencies. Each month the loan servicers report the delinquency status of each insured loan. Using the frequency-severity method allows our U.S. mortgage insurance operations to take advantage of its knowledge of the number of delinquent loans and the coverage provided (“risk size”) on those loans by directly relating the reserves to these amounts. The delinquencies are grouped by the year in which they were reported (“report year”). A claim rate is then developed for each report year which represents the frequency with which the delinquencies become claims. The claim rates are based on an analysis of the patterns of emerging cure counts and claim counts of the report year, the foreclosure status of the pending delinquencies, the product and geographical mix of the delinquencies and our view of future economic and claim conditions, which include trends in home prices and unemployment. Claim rates can vary materially by report year depending on the mix of delinquencies and economic conditions.
Claim size estimates are determined by examining the risk sizes on the delinquent loans and estimating the portion of risk that will be paid, as well as any expenses. This is done based on a review of historical data, an assessment of economic conditions and the level of equity the borrowers may have in their homes, as well as considering loss mitigation opportunities. Mortgage insurance is generally not subject to large claim sizes, as with some other lines of insurance. A

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claim size over $250,000 is rare, and this helps reduce the volatility of claim size estimates. The claim rate and claim size assumptions generate case reserves for each report year. The reserve for unreported delinquencies (included in IBNR) is estimated by looking at historical rates of late reporting of delinquencies. Claim rates and claim sizes can then be assigned to estimated future late reported delinquencies using assumptions made in the establishment of case reserves.
Mortgage insurance reserves are short-tail, in the sense that the vast majority of delinquencies are resolved within two years of being reported. While reserves are initially analyzed by report year, they are also rolled up by underwriting year to ensure that reserve assumptions are consistent with the performance of the underwriting year. The accuracy of prior reserve assumptions is also checked in hindsight to determine if adjustments are needed.
The following table provides supplemental disclosures for our U.S. mortgage insurance operations related to insured loans and loss metrics:
(U.S. Dollars in thousands, except loan count)  Three Months Ended Year Ended
 December 31,
2015
 September 30,
2015
 June 30,
2015
 
March 31,
2015
 
December 31,
2015
Rollforward of insured loans in default:         
Beginning delinquent number of loans2,757
 2,850
 3,006
 3,474
 3,474
Plus: new notices1,134
 1,196
 1,145
 1,190
 4,665
Less: cures(987) (1,057) (1,011) (1,376) (4,431)
Less: paid claims(205) (233) (292) (288) (1,018)
Less: delinquent rescissions and denials3
 1
 2
 6
 12
Ending delinquent number of loans2,702
 2,757
 2,850
 3,006
 2,702
          
Ending percentage of loans in default1.8% 1.9% 2.1% 2.3%  
          
Losses:         
Number of claims paid205
 233
 292
 288
 1,018
Total paid claims$8,093
 $9,036
 $12,672
 $12,180
 $41,981
Average per claim$39.5
 $38.8
 $43.4
 $42.3
 $41.2
Severity (1)96.2% 91.7% 97.0% 97.1% 95.8%
          
Average reserve per default$29.1
 $30.6
 $32.9
 $33.1
  
(1)     Represents total paid claims divided by RIF of loans for which claims were paid.
Loss Reserves for our mortgage operations’ reinsurance business and GSE credit-risk sharing transactions are comprised of (1) case reserves for claims reported and (2) IBNR reserves. Our mortgage reinsurance operations receive reports of delinquent loans and claims notices from ceding companies and record case reserves based upon the amount of reserves recommended by the ceding company. In addition, specific claim and delinquency information reported by ceding companies is used in the process of estimating IBNR reserves.
Other Operations
Loss Reserves for Watford Re are comprised of case reserves, ACRs and IBNR losses. For all business assumed by Watford Re, we act as reinsurance underwriting manager, provide actuarial and risk management services and recommend a level of Loss Reserves to Watford Re. We do not guarantee or provide credit support for Watford Re, and our financial exposure to Watford Re is limited to our investment in Watford Re’s common and preferred shares and counterparty credit risk (mitigated by collateral) arising from the reinsurance transactions. The estimation of Loss Reserves for Watford Re is subject to the same risk factors as the estimation of Loss Reserves for our underwriting operations as described earlier. Watford Re performs its own reserve reviews and sets its Loss Reserves independently.
Potential Variability in Loss Reserves
The tables below summarize the effect of reasonably likely scenarios on the key actuarial assumptions used to estimate our Loss Reserves, net of unpaid losses and loss adjustment expenses recoverable, at December 31, 20152016 by underwriting segment (excluding the ‘other’ segment). The scenarios shown in the tables summarize the effect of (i) changes to the expected loss ratio selections used at December 31, 2015,2016, which represent loss ratio point increases or decreases to the expected loss ratios used, and (ii) changes to the loss development patterns used in our reserving process at December 31, 2015,2016, which represent claims reporting that is either slower or faster than the reporting patterns used. We believe that the illustrated sensitivities are indicative of the potential variability inherent in the estimation process of those

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parameters. The results show the impact of varying each key actuarial assumption using the chosen sensitivity on our IBNR reserves, on a net basis and across all accident years.
INSURANCE SEGMENTHigher Expected Loss Ratios Slower Loss Development Patterns
Reserving lines selected assumptions:   
Property, energy, marine and aviation5 points
 3 months
Third party occurrence business (1)10
 6
Third party claims-made business (2)10
 6
All other (3)10
 6
    
Increase (decrease) in Loss Reserves:   
Property, energy, marine and aviation$15,680
 $21,340
Third party occurrence business (1)108,499
 93,982
Third party claims-made business (2)224,098
 156,134
All other (3)123,784
 128,724
INSURANCE SEGMENTLower Expected Loss Ratios Faster Loss Development Patterns
Reserving lines selected assumptions:   
Property, energy, marine and aviation(5) points
 (3) months
Third party occurrence business(10)
 (6)
Third party claims-made business(10)
 (6)
Multi-line and other specialty(10)
 (6)
    
Increase (decrease) in Loss Reserves:   
Property, energy, marine and aviation$(15,680) $(15,992)
Third party occurrence business(108,499) (76,809)
Third party claims-made business(224,098) (130,545)
Multi-line and other specialty(123,784) (102,506)
INSURANCE SEGMENTHigher Expected Loss Ratios Slower Loss Development Patterns Lower Expected Loss Ratios Faster Loss Development Patterns
Reserving lines selected assumptions:       
Property, energy, marine and aviation5 points
 3 months
 (5) points
 (3) months
Third party occurrence business (1)10
 6
 (10)
 (6)
Third party claims-made business (2)10
 6
 (10)
 (6)
All other (3)10
 6
 (10)
 (6)
        
Increase (decrease) in Loss Reserves, net:       
Property, energy, marine and aviation$17,188
 $28,322
 $(17,188) $(15,269)
Third party occurrence business (1)199,716
 106,696
 (199,716) (96,972)
Third party claims-made business (2)116,278
 135,998
 (116,278) (104,569)
All other (3)119,266
 118,536
 (119,266) (92,447)
REINSURANCE SEGMENTHigher Expected Loss Ratios Slower Loss Development Patterns
Reserving lines selected assumptions:   
Casualty10 points
 6 months
Property catastrophe5
 3
Property excluding property catastrophe5
 3
Marine and aviation5
 3
Other specialty5
 3
Other5
 3
    
Increase (decrease) in Loss Reserves:   
Casualty$113,511
 $132,275
Property catastrophe12,799
 14,617
Property excluding property catastrophe17,046
 37,022
Marine and aviation7,799
 12,099
Other specialty37,572
 20,113
Other3,937
 2,179
REINSURANCE SEGMENTLower Expected Loss Ratios Faster Loss Development Patterns
Reserving lines selected assumptions:   
Casualty(10) points
 (6) months
Property catastrophe(5)
 (3)
Property excluding property catastrophe(5)
 (3)
Marine and aviation(5)
 (3)
Other specialty(5)
 (3)
Other(5)
 (3)
    
Increase (decrease) in Loss Reserves:   
Casualty$(113,511) $(104,681)
Property catastrophe(12,799) (10,296)
Property excluding property catastrophe(17,046) (35,321)
Marine and aviation(7,799) (12,251)
Other specialty(37,572) (35,161)
Other(3,937) (2,031)


(1)Third party occurrence business includes casualty, construction, national accounts and excess workers’ compensation business.ACGL 2016 FORM 10-K91
(2)Third party claims-made business includes executive assurance, healthcare and professional liability business.
(3)All other includes programs, surety, lenders products, travel and accident and other business.


REINSURANCE SEGMENTHigher Expected Loss Ratios Slower Loss Development Patterns Lower Expected Loss Ratios Faster Loss Development Patterns
Reserving lines selected assumptions:       
Casualty10 points
 6 months
 (10) points
 (6) months
Other specialty5
 3
 (5)
 (3)
Property excluding property catastrophe5
 3
 (5)
 (3)
Property catastrophe5
 3
 (5)
 (3)
Marine and aviation5
 3
 (5)
 (3)
Other5
 3
 (5)
 (3)
        
Increase (decrease) in Loss Reserves, net:       
Casualty$117,665
 $136,212
 $(117,665) $(113,554)
Other specialty44,134
 27,025
 (44,134) (39,745)
Property excluding property catastrophe17,413
 37,349
 (17,413) (35,609)
Marine and aviation7,931
 12,090
 (7,931) (12,040)
Property catastrophe8,204
 13,261
 (8,204) (8,997)
Other3,845
 2,029
 (3,845) (1,927)

It is not necessarily appropriate to sum the total impact for a specific factor or the total impact for a specific business category as the business categories are not perfectly correlated. In addition, the potential variability shown in the tables above are reasonably likely scenarios of changes in our key assumptions at December 31, 20152016 and are not meant to be a “best case” or “worst case” series of outcomes and, therefore, it is possible that future variations may be more or less than the amounts set forth above.
For our mortgage segment, we considered the sensitivity of loss reserve estimates at December 31, 20152016 by assessing the potential changes resulting from a parallel shift in severity and default to claim rate. For example, assuming all other factors remain constant, for every one percentage point change in primary claim severity (which we estimate to be 33%32% of the unpaid principal balance at December 31, 2015)2016), we estimated that our loss reserves would change by approximately $3$20.0 million at December 31, 2015.2016. For every one percentage point change in our overallprimary net default to claim rate (which we estimate to be approximately 54%38% at December 31, 2015)2016), we estimated a $2$16.5 million change in our loss reserves at December 31, 2015.2016.
Simulation Results
In order to illustrate the potential volatility in our Loss Reserves, we used a Monte Carlo simulation approach to simulate a range of results based on various probabilities. Both the probabilities and related modeling are subject to

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inherent uncertainties. The simulation relies on a significant number of assumptions, such as the potential for multiple entities to react similarly to external events, and includes other statistical assumptions. The simulation results shown for each segment do not add to the total simulation results, as the individual segment simulation results do not reflect the diversification effects across our segments.
At December 31, 2015,2016, our recorded Loss Reserves by underwriting segment, net of unpaid losses and loss adjustment expenses recoverable, and the results of the simulation were as follows:
December 31, 2015Insurance Reinsurance Mortgage Total
Insurance Reinsurance Mortgage Total
Total net reserves (1)
$4,515,108
 
$2,392,389
 
$109,489
 
$7,016,986
Loss
Reserves (1)

$4,602,054
 
$2,373,237
 
$653,013
 
$7,628,304
              
Simulation results:              
90th percentile (2)
$5,460,582
 
$3,033,490
 
$131,036
 
$8,303,258

$5,591,394
 
$3,002,464
 
$781,521
 
$8,955,759
10th percentile (3)
$3,653,196
 
$1,844,032
 
$89,404
 
$5,848,271

$3,702,815
 
$1,834,192
 
$533,222
 
$6,416,379
(1)Net of reinsurance recoverables. Excludes amounts reflected in the ‘other’ segment.
(2)Simulation results indicate that a 90% probability exists that the net reserves for losses and loss adjustment expenses will not exceed the indicated amount.
(3)Simulation results indicate that a 10% probability exists that the net reserves for losses and loss adjustment expenses will be at or below the indicated amount.

The simulation results shown for each segment do not add to the total simulation results, as the individual segment simulation results do not reflect the diversification effects across our segments. For informational purposes, based on the total simulation results, a change in our Loss Reserves to the amount indicated at the 90th percentile would result in a decrease in income before income taxes of approximately $1.29$1.33 billion, or $10.20$10.64 per diluted share, while a change in our Loss Reserves to the amount indicated at the 10th percentile would result in an increase in income before income taxes of approximately $1.17$1.21 billion, or $9.27$9.72 per diluted share. The simulation results noted above are informational only, and no assurance can be given that our ultimate losses will not be significantly different than the simulation results shown above, and such differences could directly and significantly impact earnings favorably or unfavorably in the period they are determined. We do not have significant exposure to pre-2002 liabilities, such as asbestos-related illnesses and other long-tail liabilities. It is difficult to provide meaningful trend information for certain liability/casualty coverages for which the claim-tail may be especially long, as claims are often reported and ultimately paid or settled years, or even decades, after the related loss events occur. Any estimates and assumptions made as part of the reserving process could prove to be inaccurate due to several factors, including the fact that relatively limited historical information has been reported to us through December 31, 2015.2016.


ACGL 2016 FORM 10-K92



Mortgage Operations Supplemental Information
Amounts in the following tables reflect the acquisition of UGC on December 31, 2016. The mortgage segment’s insurance in force (“IIF”) and risk in force (“RIF”) were as follows for the last four quarters:
(U.S. Dollars in millions)December 31, 2015 September 30, 2015 June 30, 2015 March 31, 2015
(U.S. Dollars in millions, except policy count)December 31, 2016
September 30, 2016
June 30, 2016
March 31, 2016
Amount % Amount % Amount % Amount %Amount % Amount % Amount % Amount %
Insurance In Force (IIF) (1):                              
U.S. mortgage insurance$27,101
 36
 $25,697
 40
 $24,175
 42
 $22,984
 41
$234,518
 74
 $40,258
 35
 $33,367
 31
 $28,433
 31
Mortgage reinsurance20,876
 27
 19,550
 30
 19,245
 33
 20,262
 36
24,315
 8
 22,071
 19
 22,242
 21
 22,393
 24
Other (3)28,415
 37
 19,357
 30
 14,734
 25
 12,944
 23
56,776
 18
 53,826
 46
 52,926
 49
 41,172
 45
Total$76,392
 100
 $64,604
 100
 $58,154
 100
 $56,190
 100
$315,609
 100
 $116,155
 100
 $108,535
 100
 $91,998
 100
Risk In Force (RIF) (2):                              
U.S. mortgage insurance$6,826
 59
 $6,467
 63
 $6,053
 64
 $5,733
 62
$59,712
 93
 $10,168
 69
 $8,396
 65
 $7,165
 63
Mortgage reinsurance3,464
 30
 3,008
 29
 2,776
 29
 2,936
 32
2,489
 4
 2,557
 17
 2,567
 20
 2,661
 23
Other (3)1,206
 11
 796
 8
 679
 7
 616
 7
2,242
 4
 2,104
 14
 1,993
 15
 1,636
 14
Total$11,496
 100
 $10,271
 100
 $9,508
 100
 $9,285
 100
$64,443
 100
 $14,829
 100
 $12,956
 100
 $11,462
 100
                              
Ending number of policies in force148,943
   143,335
   137,724
   133,079
  1,153,630
   199,661
   172,666
   153,984
  
(1)Represents theThe aggregate dollar amount of each insured’sinsured mortgage loan’s originalcurrent principal balance.
(2)Represents theThe aggregate dollar amount of each insured’sinsured mortgage loan’s current principal balance multiplied by the insurance coverage percentage specified in the policy for insurance policies issued and after contract limits and/or loss ratio caps for credit risk-sharing or reinsurance transactions.
(3)Includes GSE credit risk-sharing productstransactions and international insurance business.

The following table provides supplemental disclosures for our U.S. mortgage insurance operations related to insured loans and loss metrics:
(U.S. Dollars in thousands, except loan and claim count)  Three Months Ended Year Ended
 December 31,
2016
 September 30,
2016
 June 30,
2016
 March 31,
2016
 December 31, 2016
Rollforward of insured loans in default:         
Beginning delinquent number of loans2,423
 2,245
 2,325
 2,702
 2,702
Plus: new notices1,161
 1,251
 1,033
 1,048
 4,493
Less: cures(1,026) (925) (919) (1,206) (4,076)
Less: paid claims(153) (151) (193) (222) (719)
Less: delinquent rescissions and denials(2) 3
 (1) 3
 3
Plus: acquired delinquent loans (1)27,288
 
 
 
 27,288
Ending delinquent number of loans29,691
 2,423
 2,245
 2,325
 29,691
          
Ending percentage of loans in default2.6% 1.2% 1.3% 1.5%  
          
Losses:         
Number of claims paid153
 151
 193
 222
 719
Total paid claims$6,080
 $5,513
 $7,744
 $9,168
 $28,505
Average per claim$39.7
 $36.5
 $40.1
 $41.3
 $39.6
Severity (2)92.3% 90.4% 94.8% 93.9% 93.1%
          
Average reserve per default$20.5
 $25.2
 $27.8
 $32.1
  
(1) 
Includes first lien primary and pool policies.
(2) Represents total paid claims divided by RIF of loans for which claims were paid.

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For each quarter end in 2015,2016, the following table provides supplemental disclosures for our U.S. mortgage insurance operations’ risk in force:
(U.S. Dollars in millions)December 31, 2015 September 30, 2015 June 30, 2015 March 31, 2015December 31, 2016 September 30, 2016 June 30, 2016 March 31, 2016
Amount % Amount % Amount % Amount %Amount % Amount % Amount % Amount %
Total RIF by credit quality (FICO):                              
>=740$3,763
 55
 $3,532
 55
 $3,238
 54
 $3,009
 53
$34,867
 58
 $5,817
 57
 $4,766
 57
 $3,995
 56
680-7392,237
 33
 2,114
 33
 1,994
 33
 1,895
 33
18,976
 32
 3,425
 34
 2,779
 33
 2,354
 33
620-679717
 11
 705
 11
 696
 12
 698
 12
5,050
 9
 834
 8
 753
 9
 712
 10
<620109
 2
 116
 2
 125
 2
 131
 2
819
 1
 92
 1
 98
 1
 104
 2
Total$6,826
 100
 $6,467
 100
 $6,053
 100
 $5,733
 100
$59,712
 100
 $10,168
 100
 $8,396
 100
 $7,165
 100
Weighted average FICO score738
   737
   735
   734
  743
   742
   741
   739
  
                              
Total RIF by Loan-to-Value (LTV):                              
95.01% and above$1,050
 15
 $1,045
 16
 $1,093
 18
 $1,102
 19
$5,781
 10
 $1,221
 12
 $1,135
 14
 $1,052
 15
90.01% to 95.00%3,472
 51
 3,252
 50
 2,959
 49
 2,742
 48
32,986
 55
 5,430
 53
 4,379
 52
 3,677
 51
85.01% to 90.00%1,942
 29
 1,831
 28
 1,685
 28
 1,590
 28
18,140
 30
 2,982
 29
 2,438
 29
 2,056
 29
85.00% and below362
 5
 339
 5
 316
 5
 299
 5
2,805
 5
 535
 5
 444
 5
 380
 5
Total$6,826
 100
 $6,467
 100
 $6,053
 100
 $5,733
 100
$59,712
 100
 $10,168
 100
 $8,396
 100
 $7,165
 100
Weighted average LTV93.0%   93.2%   93.2%   93.3%  92.9%   92.9%   92.9%   93.0%  
                              
Total RIF by State:                              
Texas$4,961
 8
 $583
 6
 $469
 6
 $401
 6
California$599
 9
 $570
 9
 $527
 9
 $492
 9
3,222
 5
 865
 9
 727
 9
 622
 9
Wisconsin581
 9
 574
 9
 554
 9
 536
 9
Texas380
 6
 355
 6
 325
 5
 307
 5
Virginia2,586
 4
 377
 4
 300
 4
 237
 3
Florida327
 5
 310
 5
 297
 5
 280
 5
2,367
 4
 544
 5
 422
 5
 345
 5
Washington2,331
 4
 302
 3
 279
 3
 261
 4
Georgia2,111
 4
 301
 3
 247
 3
 215
 3
Illinois2,090
 4
 348
 3
 279
 3
 218
 3
Maryland2,080
 4
 299
 3
 241
 3
 199
 3
Minnesota315
 5
 306
 5
 291
 5
 278
 5
1,986
 3
 388
 4
 351
 4
 319
 5
Washington259
 4
 247
 4
 243
 4
 234
 4
Massachusetts249
 4
 235
 4
 217
 4
 213
 4
Michigan230
 3
 220
 3
 200
 3
 186
 3
New York223
 3
 212
 3
 197
 3
 189
 3
Virginia218
 3
 213
 3
 215
 4
 206
 4
Ohio1,916
 3
 312
 3
 260
 3
 212
 3
Others3,445
 51
 3,225
 50
 2,987
 49
 2,812
 49
34,062
 57
 5,849
 58
 4,821
 57
 4,136
 58
Total$6,826
 100
 $6,467
 100
 $6,053
 100
 $5,733
 100
$59,712
 100
 $10,168
 100
 $8,396
 100
 $7,165
 100
                              
Weighted average coverage (1)25.2%   25.2%   25.0%   24.9%  25.5%   25.3%   25.2%   25.2%  
Analysts’ persistency (2)75.6%   76.0%   78.3%   79.6%  76.1%   75.4%   75.6%   74.2%  
Risk-to-capital ratio (3)10.5:1
   10.1:1
   9.7:1
   9.3:1
  12.0:1
   15.4:1
   12.4:1
   11.1:1
  
U.S. mortgage insurance total RIF, net of reinsurance (4)$42,183
   $8,918
   $7,198
   $6,274
  
(1)Represents the end of period RIF divided by end of period IIF.
(2)Represents the percentage of IIF at the beginning of a 12-month period that remained in force at the end of the period.
(3)Represents total current (non-delinquent) RIF, net of reinsurance, divided by total statutory capital. Ratio calculated for Arch Mortgage Insurance Company onlyGSE eligible mortgage insurers (estimate for December 31, 2015)2016 including UGC).
(4)Total RIF for the U.S. mortgage insurance operations after external reinsurance.

Ceded Reinsurance
In the normal course of business, our insurance and mortgage insurance operations cede a portion of their premium on a quota share or excess of loss basis through treaty or facultative reinsurance agreements. Our reinsurance operations also obtain reinsurance whereby another reinsurer contractually agrees to indemnify it for all or a portion of the reinsurance risks underwritten by our reinsurance operations. Such arrangements, where one reinsurer provides reinsurance to another reinsurer, are usually referred to as “retrocessional reinsurance” arrangements. In addition, our reinsurance subsidiaries participate in “common account” retrocessional arrangements for certain pro rata treaties. Such arrangements reduce the effect of individual or aggregate losses to all
companies participating on such treaties, including the reinsurers, such as our reinsurance operations, and the ceding company. Reinsurance recoverables are recorded as assets, predicated on the reinsurers’ ability to meet their obligations under the reinsurance agreements. If the reinsurers are unable to satisfy their obligations under the agreements, our insurance or reinsurance operations would be liable for such defaulted amounts.
The availability and cost of reinsurance and retrocessional protection is subject to market conditions, which are beyond our control. Although we believe that our insurance and reinsurance operations have been successful in obtaining


ACGL 2016 FORM 10-K94



adequate reinsurance and retrocessional protection, it is not certain that they will be able to continue to obtain adequate protection at cost effective levels. As a result of such market conditions and other factors, our insurance and reinsurance operations may not be able to successfully mitigate risk through reinsurance and retrocessional arrangements and may lead to increased volatility in our results of operations in future periods. See “Risk Factors—Risks Relating to Our Industry—

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The failure of any of the loss limitation methods we employ could have a material adverse effect on our financial condition or results of operations.”
Our insurance operations had in effect during 20152016 a reinsurance program which provided coverage for certain property-catastrophe related losses equal to $200 million in excess of a $150 million retention per occurrence, consistent with the program in place for 2014.2015. In the 20162017 first quarter, our insurance operations renewed its reinsurance program with the same limits.
For purposes of managing risk, we reinsure a portion of our exposures, paying to reinsurers a part of the premiums received on the policies we write, and we may also use retrocessional protection. On a consolidated basis, ceded premiums written represented 20.4%22.5% of gross premiums written for 2015,2016, compared to 20.4% for 2015 and 19.6% for 2014 and 20.1% for 2013.2014. We monitor the financial condition of our reinsurers and attempt to place coverages only with substantial, financially sound carriers. If the financial condition of our reinsurers or retrocessionaires deteriorates, resulting in an impairment of their ability to make payments, we will provide for probable losses resulting from our inability to collect amounts due from such parties, as appropriate. We evaluate the credit worthiness of all the reinsurers to which we cede business. If our analysis indicates that there is significant uncertainty regarding our ability to collect amounts due from reinsurers, managing general agents, brokers and other clients, we will record a provision for doubtful accounts. See “Risk Factors—Risks Relating to Our Company—We are exposed to credit risk in certain of our business operations” and “Financial Condition, Liquidity and Capital Resources—Financial Condition—Premiums Receivable and Reinsurance Recoverables” for further details.
Premium Revenues and Related Expenses
Insurance premiums written are generally recorded at the policy inception and are primarily earned on a pro rata basis over the terms of the policies for all products, usually 12 months. Premiums written include estimates in our insurance operations’ programs, specialty lines, collateral protection business and for participation in involuntary pools. The amount of such insurance premium estimates, included in premiums receivable and other assets, was $67.1 million at December 31, 2016, compared to $81.9 million at December 31, 2015, compared to $88.0 million at December 31, 2014.2015. Such premium estimates are derived from multiple sources which include the historical experience of the underlying business,
similar business and available industry information. Unearned premium reserves represent the portion of premiums written that relates to the unexpired terms of in-force insurance policies.
Reinsurance premiums written include amounts reported by brokers and ceding companies, supplemented by our own estimates of premiums where reports have not been received. The determination of premium estimates requires a review of our experience with the ceding companies, familiarity with each market, the timing of the reported information, an analysis and understanding of the characteristics of each line of business, and management’s judgment of the impact of various factors, including premium or loss trends, on the volume of business written and ceded to us. On an ongoing basis, our underwriters review the amounts reported by these third parties for reasonableness based on their experience and knowledge of the subject class of business, taking into account our historical experience with the brokers or ceding companies. In addition, reinsurance contracts under which we assume business generally contain specific provisions which allow us to perform audits of the ceding company to ensure compliance with the terms and conditions of the contract, including accurate and timely reporting of information. Based on a review of all available information, management establishes premium estimates where reports have not been received. Premium estimates are updated when new information is received and differences between such estimates and actual amounts are recorded in the period in which estimates are changed or the actual amounts are determined. Premiums written are recorded based on the type of contracts we write. Premiums on our excess of loss and pro rata reinsurance contracts are estimated when the business is underwritten. For excess of loss contracts, premiums are recorded as written based on the terms of the contract. Estimates of premiums written under pro rata contracts are recorded in the period in which the underlying risks incept and are based on information provided by the brokers and the ceding companies. For multi-year reinsurance treaties which are payable in annual installments, generally, only the initial annual installment is included as premiums written at policy inception due to the ability of the reinsured to commute or cancel coverage during the term of the policy. The remaining annual installments are included as premiums written at each successive anniversary date within the multi-year term.
Reinstatement premiums for our insurance and reinsurance operations are recognized at the time a loss event occurs, where coverage limits for the remaining life of the contract are reinstated under pre-defined contract terms. Reinstatement premiums, if obligatory, are fully earned when recognized. The accrual of reinstatement premiums is based on an estimate of losses and loss adjustment expenses, which reflects management’s judgment, as described above in “—Reserves for Losses and Loss Adjustment Expenses.”

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The amount of reinsurance premium estimates included in premiums receivable and the amount of related acquisition expenses by type of business were as follows at December 31, 2015 and 2014:2016:
December 31, 2015 December 31, 2014December 31, 2016
Gross Amount Acquisition Expenses Net
Amount
 Gross Amount Acquisition Expenses Net
Amount
Gross Amount Acquisition Expenses Net
Amount
                
Casualty$185,334
 $(57,236) $128,098
 $142,071
 $(45,193) $96,878
$205,016
 $(64,563) $140,453
Other specialty138,242
 (41,055) 97,187
 116,719
 (28,881) 87,838
141,943
 (39,392) 102,551
Property excluding property catastrophe62,786
 (19,975) 42,811
 39,874
 (10,533) 29,341
64,483
 (21,544) 42,939
Marine and aviation41,228
 (12,045) 29,183
 36,940
 (9,762) 27,178
30,560
 (8,669) 21,891
Property catastrophe1,645
 (94) 1,551
 1,257
 (71) 1,186
1,158
 (66) 1,092
Other38,703
 (8,787) 29,916
 21,425
 (6,346) 15,079
55,569
 (12,657) 42,912
Total$467,938
 $(139,192) $328,746
 $358,286
 $(100,786) $257,500
$498,729
 $(146,891) $351,838
Premium estimates are reviewed by management at least quarterly. Such review includes a comparison of actual reported premiums to expected ultimate premiums along with a review of the aging and collection of premium estimates. Based on management’s review, the appropriateness of the premium estimates is evaluated, and any adjustment to these estimates is recorded in the period in which it becomes known. Adjustments to premium estimates could be material and such adjustments could directly and significantly impact earnings favorably or unfavorably in the period they are determined because the estimated premium may be fully or substantially earned.
A significant portion of amounts included as premiums receivable, which represent estimated premiums written, net of commissions, are not currently due based on the terms of the underlying contracts. Based on currently available information, management believes that the premium estimates included in premiums receivable will be collectible and, therefore, no provision for doubtful accounts has been recorded on the premium estimates at December 31, 2015.2016.
Reinsurance premiums assumed, irrespective of the class of business, are generally earned on a pro rata basis over the terms of the underlying policies or reinsurance contracts. Contracts and policies written on a “losses occurring” basis cover claims that may occur during the term of the contract or policy, which is typically 12 months. Accordingly, the premium is earned evenly over the term. Contracts which are written on a “risks attaching” basis cover claims which attach to the underlying insurance policies written during the terms of such contracts. Premiums earned on such contracts usually extend beyond the original term of the reinsurance contract, typically resulting in recognition of premiums earned over a 24-month period.
Certain of our reinsurance contracts include provisions that adjust premiums or acquisition expenses based upon the experience under the contracts. Premiums written and earned,
as well as related acquisition expenses, are recorded based upon the projected experience under such contracts.
Retroactive reinsurance reimburses a ceding company for liabilities incurred as a result of past insurable events covered by the underlying policies reinsured. In certain instances, reinsurance contracts cover losses both on a prospective basis and on a retroactive basis and, accordingly, we bifurcate the prospective and retrospective elements of these reinsurance contracts and account for each element separately. Underwriting income generated in connection with retroactive reinsurance contracts is deferred and amortized into income over the settlement period while losses are charged to income immediately. Subsequent changes in estimated or actual cash flows under such retroactive reinsurance contracts are accounted for by adjusting the previously deferred amount to the balance that would have existed had the revised estimate been available at the inception of the reinsurance transaction, with a corresponding charge or credit to income.
Mortgage guaranty insurance policies are contracts that are generally non-cancelable by the insurer, are renewable at a fixed price, and provide for payment of premiums on a monthly, annual or single basis. Upon renewal, we are not able to re-underwrite or re-price our policies. Consistent with industry accounting practices, premiums written on a monthly basis are earned as coverage is provided. Premiums written on an annual basis are amortized on a monthly pro rata basis over the year of coverage. Primary mortgage insurance premiums written on policies covering more than one year are referred to as single premiums. A portion of the revenue from single premiums is recognized in premiums earned in the current period, and the remaining portion is deferred as unearned premiums and earned over the estimated expiration of risk of the policy. If single premium policies related to insured loans are canceled due to repayment by the borrower and the policy is a non-

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refundablenon-refundable product, the remaining unearned premium related to each canceled policy is recognized as earned premium upon notification of the cancellation.
Unearned premiums represent the portion of premiums written that is applicable to the estimated unexpired risk of insured loans. A portion of premium payments may be refundable if the insured cancels coverage, which generally occurs when the loan is repaid, the loan amortizes to a sufficiently low amount to trigger a lender permitted or legally required cancellation, or the value of the property has increased sufficiently in accordance with the terms of the contract. Premium refunds reduce premiums earned in the consolidated statements of income. Generally, only unearned premiums are refundable. However, when we pay a claim on a delinquent loan, all servicer paid premiums received on the delinquent loan covering any period after the default date will be refunded, in accordance with the terms of the contract.


ACGL 2016 FORM 10-K96



Acquisition expenses and other expenses related to our underwriting operationscosts that vary with, and are directly related and incremental to the successful acquisition or renewal of business are deferred and amortized based on the type of contract. For property and casualty insurance and reinsurance contracts, deferred acquisition costs are amortized over the period in which the related premiums are earned. Consistent with mortgage insurance industry accounting practice, amortization of acquisition costs related to the mortgage insurance contracts for each underwriting year’s book of business is recorded in proportion to estimated gross profits. Estimated gross profits are comprised of earned premiums and losses and loss adjustment expenses. For each underwriting year, we estimate the rate of amortization to reflect actual experience and any changes to persistency or loss development.
Acquisition expenses net of ceding commissions received from reinsurers, consist principally of commissions and premium taxes paidother expenses related to obtain our business. Other operating expenses also include expensesunderwriting operations that vary with, and are directly related to, the successful acquisition or renewal of business.business are deferred and amortized based on the type of contract. Our insurance and reinsurance operations capitalize incremental direct external costs that result from acquiring a contract but do not capitalize salaries, benefits and other internal underwriting costs. For our mortgage insurance operations, which include a substantial direct sales force, both external and certain internal direct costs are deferred and amortized. Deferred acquisition costs are carried at their estimated realizable value and take into account anticipated losses and loss adjustment expenses, based on historical and current experience, and anticipated investment income.
A premium deficiency occurs if the sum of anticipated losses and loss adjustment expenses, unamortized acquisition costs and maintenance costs and anticipated investment income exceed unearned premiums. A premium deficiency reserve (“PDR”) is recorded by charging any unamortized acquisition costs to expense to the extent required in order to eliminate the deficiency. If the premium deficiency exceeds unamortized acquisition costs then a liability is accrued for the excess deficiency.
To assess the need for a PDR on our mortgage exposures, we develop loss projections based on modeled loan defaults related to our current policies in force. This projection is based on recent trends in default experience, severity and rates of defaulted loans moving to claim, as well as recent trends in the rate at which loans are prepaid. Evaluating the expected profitability of our existing mortgage insurance business and the need for a PDR for our mortgage business involves significant reliance upon assumptions and estimates with regard to the likelihood, magnitude and timing of potential losses and premium revenues. The models, assumptions and estimates we use to evaluate the need for a PDR may prove to be inaccurate, especially during an extended economic downturn or a period of extreme market volatility and uncertainty.
No premium deficiency charges were recorded by us during 2016, 2015 2014 and 2013.2014.
Fair Value Measurements
Accounting guidance regarding fair value measurements addresses how companies should measure fair value when they are required to use a fair value measure for recognition or disclosure purposes under GAAP and provides a common definition of fair value to be used throughout GAAP. It defines fair value as the price that would be received to sell an asset or paid to transfer a liability in an orderly fashion between market participants at the measurement date. In addition, it establishes a three-level valuation hierarchy for the disclosure of fair value measurements. The valuation hierarchy is based upon the transparency of inputs to the valuation of an asset or liability as of the measurement date. The level in the hierarchy within which a given fair value measurement falls is determined based on the lowest level input that is significant to the measurement (Level 1 being the highest priority and Level 3 being the lowest priority).
We determine the existence of an active market based on our judgment as to whether transactions for the financial instrument occur in such market with sufficient frequency and volume to provide reliable pricing information. The independent pricing sources obtain market quotations and actual transaction prices for securities that have quoted prices in active markets. We use quoted values and other data provided by nationally recognized independent pricing sources as

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inputs into our process for determining fair values of our fixed maturity investments. To validate the techniques or models used by pricing sources, our review process includes, but is not limited to: quantitative analysis (e.g., comparing the quarterly return for each managed portfolio to their target benchmark, with significant differences identified and investigated); a review of the average number of prices obtained in the pricing process and the range of resulting fair values; initial and ongoing evaluation of methodologies used by outside parties to calculate fair value; comparing the fair value estimates to our knowledge of the current market; a comparison of the pricing services’ fair values to other pricing services’ fair values for the same investments; and back-testing, which includes randomly selecting purchased or sold securities and comparing the executed prices to the fair value estimates from the pricing service. Where multiple quotes or prices were obtained, a price source hierarchy was maintained in order to determine which price source would be used (i.e., a price obtained from a pricing service with more seniority in the hierarchy will be used from a less senior one in all cases). The hierarchy prioritizes pricing services based on availability and reliability and assigns the highest priority to index providers. Based on the above review, we will challenge any prices for a security or portfolio which are considered not to be representative of fair value.


ACGL 2016 FORM 10-K97



The independent pricing sources obtain market quotations and actual transaction prices for securities that have quoted prices in active markets. Each source has its own proprietary method for determining the fair value of securities that are not actively traded. In general, these methods involve the use of “matrix pricing” in which the independent pricing source uses observable market inputs including, but not limited to, investment yields, credit risks and spreads, benchmarking of like securities, broker-dealer quotes, reported trades and sector groupings to determine a reasonable fair value. In addition, pricing vendors use model processes, such as an Option Adjusted Spread model, to develop prepayment and interest rate scenarios. The Option Adjusted Spread model is commonly used to estimate fair value for securities such as mortgage backed and asset backed securities. In certain circumstances, when fair values are unavailable from these independent pricing sources, quotes are obtained directly from broker-dealers who are active in the corresponding markets. Such quotes are subject to the validation procedures noted above. Of the $15.40 billion of consolidated financial assets and liabilities measured at fair value at December 31, 2015, approximately $317.8 million, or 2.1%, were priced using non-binding broker-dealer quotes. Of the $15.06 billion of consolidated financial assets and liabilities measured at fair value at December 31, 2014, approximately $260.8 million, or 1.7%, were priced using non-binding broker-dealer quotes.
We review our securities measured at fair value and discuss the proper classification of such investments with investment advisors and others. See note 9,10, “Fair Value,” of the notes accompanying our consolidated financial statements for a summary of our financial assets and liabilities measured at fair value at December 31, 20152016 by valuation hierarchy.
Other-Than-Temporary Impairments
On a quarterly basis, we perform reviews of our investments to determine whether declines in fair value below the cost basis are considered other-than-temporary in accordance with applicable accounting guidance regarding the recognition and presentation of OTTI. The process of determining whether a security is other-than-temporarily impaired requires judgment and involves analyzing many factors. These factors include: an analysis of the liquidity, business prospects and overall financial condition of the issuer; the time period in which there was a significant decline in value; the significance of the decline; and the analysis of specific credit events.
We evaluate the unrealized losses of our equity securities by issuer and determine if we can forecast a reasonable period of time by which the fair value of the securities would increase and we would recover our cost. If we are unable to forecast a reasonable period of time in which to recover the cost of our equity securities, we record an OTTI equivalent to the entire unrealized loss. For debt securities, we separate an OTTI into two components when there are credit related losses associated with the impaired debt security for which we assert that we do not have the intent to sell the security, and it is more likely than not that we will not be required to sell the security before recovery of its cost basis. The amount of the OTTI related to a credit loss is recognized in earnings, and the amount of the OTTI related to other factors (e.g., interest rates, market conditions, etc.) is recorded as a component of other comprehensive income
or loss. The amount of the credit loss of an impaired debt security is the difference between the amortized cost and the greater of (i) the present value of expected future cash flows and (ii) the fair value of the security. In instances where no credit loss exists but it is more likely than not that we will have to sell the debt security prior to the anticipated recovery, the decline in fair value below amortized cost is recognized as an OTTI in earnings. In periods after the recognition of an OTTI on debt securities, we account for such securities as if they had been purchased on the measurement date of the OTTI at an amortized cost basis equal to the previous amortized cost basis less the OTTI recognized in earnings. For debt securities for which OTTI were

114



recognized in earnings, the difference between the new amortized cost basis and the cash flows expected to be collected will be accreted or amortized into net investment income.
For 2015,2016, we recorded $20.1$30.4 million of credit related impairments in earnings, compared to $20.1 million in 2015 and $30.2 million in 2014 and $3.8 million in 2013.2014. See note 8,9, “Investment Information—Other-Than-Temporary Impairments,” of the notes accompanying our consolidated financial statements for additional information.
Reclassifications
We have reclassified the presentation of certain prior year information to conform to the current presentation. Such reclassifications had no effect on our net income, shareholders’ equity or cash flows.
Recent Accounting Pronouncements
See note 3(q), “Significant Accounting Policies—Recent Accounting Pronouncements,” of the notes accompanying our consolidated financial statements.
FINANCIAL CONDITION, LIQUIDITY AND CAPITAL RESOURCES
Financial Condition
Investable Assets Managed
Investable Assets Held by Arch
The finance, investment and investmentrisk management (“FI&R”) committee of our board of directors establishes our investment policies and sets the parameters for creating guidelines for our investment managers. The finance and investmentFI&R committee reviews the implementation of the investment strategy on a regular basis. Our current approach stresses preservation of capital, market liquidity and diversification of risk. While maintaining our emphasis on preservation of capital and liquidity, we expect our portfolio to become more diversified and, as a result, we may expand into areas which are not currently part of our investment


ACGL 2016 FORM 10-K98



strategy. Our Chief Investment Officer administers the investment portfolio, oversees our investment managers and formulates investment strategy in conjunction with the FI&R committee.
On December 31, 2016, the UGC acquisition was completed. As such, our financebalance sheet reflects the acquisition of UGC while our results of operations for 2016 do not include UGC activity other than the impact of capital raising activity and investment committee and directly manages certain portions of our fixed income and equity portfolios.

115transaction costs.



The following table summarizes the fair value of the investable assets managedheld by Arch:Arch (i.e., excluding amounts in the ‘other’ segment):
 December 31, 2015 December 31, 2014
 Amount 
% of
Total
 Amount 
% of
Total
Investable assets (1) (2):       
Fixed maturities available for sale, at fair value$10,459,353
 71.4
 $10,750,770
 73.6
Fixed maturities, at fair value (3)367,780
 2.5
 377,053
 2.6
Fixed maturities pledged under securities lending agreements, at fair value373,304
 2.5
 50,802
 0.3
Total fixed maturities11,200,437
 76.5
 11,178,625
 76.6
Short-term investments available for sale, at fair value587,904
 4.0
 797,226
 5.5
Cash444,776
 3.0
 474,247
 3.2
Equity securities available for sale, at fair value618,405
 4.2
 658,182
 4.5
Equity securities, at fair value (3)798
 
 
 
Equity securities pledged under securities lending agreements, at fair value10,777
 0.1
 
 
Other investments available for sale, at fair value300,476
 2.1
 296,224
 2.0
Other investments, at fair value (3)908,809
 6.2
 878,774
 6.0
Investments accounted for using the equity method (4)592,973
 4.0
 349,014
 2.4
Securities transactions entered into but not settled at the balance sheet date(20,524) (0.1) (32,802) (0.2)
Total investable assets managed by Arch$14,644,831
 100.0
 $14,599,490
 100.0

Investable assets (1):
Estimated
Fair Value
 
% of
Total
December 31, 2016   
Fixed maturities (2)$14,521,774
 77.9
Short-term investments (2)676,547
 3.6
Cash768,049
 4.1
Equity securities (2)558,008
 3.0
Other investments (2)1,276,841
 6.9
Investments accounted for using the equity method811,273
 4.4
Securities transactions entered into but not settled at the balance sheet date23,697
 0.1
Total investable assets held by Arch$18,636,189
 100.0
    
December 31, 2015   
Fixed maturities (2)$11,200,437
 76.5
Short-term investments (2)587,904
 4.0
Cash444,776
 3.0
Equity securities (2)629,980
 4.3
Other investments (2)1,209,285
 8.3
Investments accounted for using the equity method592,973
 4.0
Securities transactions entered into but not settled at the balance sheet date(20,524) (0.1)
Total investable assets held by Arch$14,644,831
 100.0
(1)The table above excludes investable assets attributable to the ‘other’ segment. See “Investable Assets in the ‘Other’ Segment.”
(2)In securities lending transactions, we receive collateral in excess of the fair value of the securities pledged. For purposes of this table, we have excluded the collateral received under securities lending, at fair value and included the securities pledged under securities lending, at fair value.
(3)(2)RepresentsIncludes investments which are carried as available for sale, at fair value and at fair value under the fair value option and reflected as “investments accounted for using the fair value option” on our balance sheet. Changes in the carrying value of such investments are recorded in net realized gains or losses.option.
(4)Changes in the carrying value of investment funds accounted for using the equity method are recorded as “equity in net income (loss) of investment funds accounted for using the equity method” rather than as an unrealized gain or loss component of accumulated other comprehensive income.

At December 31, 2015,2016, our fixed income portfolio, which includes fixed maturity securities and short-term investments, had average credit quality ratings from Standard & Poor’s Rating Services (“S&P/&P”)/Moody’s of “AA/Aa2”“AA-/Aa3” and an average yield to maturity (embedded book yield), before investment expenses, of 2.16%2.03%. At December 31, 2014,2015, our fixed income portfolio had average credit quality ratings from S&P/Moody’s of “AA/Aa2” and an average yield to maturity (embedded book yield), before investment expenses, of 2.18%2.16%. Our investment portfolio had an average effective duration of 3.64 years at December 31, 2016, compared to 3.43 years at December 31, 2015, compared to 3.34 years at December 31, 2014.2015. At December 31, 2015, 2016,
approximately $10.01$13.90 billion, or 68%75%, of our total investments and cash wasinvestable assets held by Arch were internally managed, compared to $9.87$10.01 billion, or 68%, at December 31, 2014.2015.

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The following table summarizes our fixed maturities and fixed maturities pledged under securities lending agreements (“Fixed Maturities”) by type:
 
Fair
Value
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Cost or
Amortized
Cost
December 31, 2015 
  
  
  
Corporate bonds$2,960,694
 $15,978
 $(60,508) $3,005,224
Mortgage backed securities812,557
 9,872
 (5,334) 808,019
Municipal bonds1,626,281
 27,014
 (1,534) 1,600,801
Commercial mortgage backed securities764,152
 3,269
 (6,978) 767,861
U.S. government and government agencies2,423,455
 6,228
 (9,978) 2,427,205
Non-U.S. government securities992,792
 10,414
 (39,122) 1,021,500
Asset backed securities1,620,506
 3,307
 (12,951) 1,630,150
Total$11,200,437
 $76,082
 $(136,405) $11,260,760
        
December 31, 2014 
  
  
  
Corporate bonds$3,379,139
 $37,928
 $(38,974) $3,380,185
Mortgage backed securities965,533
 18,843
 (3,842) 950,532
Municipal bonds1,494,122
 31,227
 (1,044) 1,463,939
Commercial mortgage backed securities1,114,528
 14,594
 (3,822) 1,103,756
U.S. government and government agencies1,447,972
 8,345
 (1,760) 1,441,387
Non-U.S. government securities1,099,390
 21,311
 (37,203) 1,115,282
Asset backed securities1,677,941
 8,425
 (6,089) 1,675,605
Total$11,178,625
 $140,673
 $(92,734) $11,130,686

The following table provides the credit quality distribution of our Fixed Maturities:
  December 31, 2015 December 31, 2014
Rating (1) Fair Value 
% of
Total
 Fair Value 
% of
Total
U.S. government and government agencies (2) $3,060,869
 27.3
 $2,245,489
 20.1
AAA 4,000,750
 35.7
 4,299,060
 38.5
AA 1,651,760
 14.7
 1,917,392
 17.2
A 1,431,138
 12.8
 1,739,922
 15.6
BBB 457,251
 4.1
 339,395
 3.0
BB 203,426
 1.8
 157,232
 1.4
B 138,770
 1.2
 184,869
 1.7
Lower than B 130,545
 1.2
 154,823
 1.4
Not rated 125,928
 1.1
 140,443
 1.3
Total $11,200,437
 100.0
 $11,178,625
 100.0

(1)For individual fixed maturities, S&P ratings are used. In the absence of an S&P rating, ratings from Moody’s are used, followed by ratings from Fitch Ratings.
(2)Includes U.S. government-sponsored agency mortgage backed securities and agency commercial mortgage backed securities.

 
Estimated
Fair Value
 
% of
Total
December 31, 2016 
  
Corporate bonds$4,696,079
 32.3
Mortgage backed securities504,677
 3.5
Municipal bonds3,713,434
 25.6
Commercial mortgage backed securities536,051
 3.7
U.S. government and government agencies2,804,811
 19.3
Non-U.S. government securities1,142,735
 7.9
Asset backed securities1,123,987
 7.7
Total$14,521,774
 100.0
    
December 31, 2015 
  
Corporate bonds$2,960,694
 26.4
Mortgage backed securities812,557
 7.3
Municipal bonds1,626,281
 14.5
Commercial mortgage backed securities764,152
 6.8
U.S. government and government agencies2,423,455
 21.6
Non-U.S. government securities992,792
 8.9
Asset backed securities1,620,506
 14.5
Total$11,200,437
 100.0
At December 31, 2015,2016, below-investment grade securities comprised approximately 5% of our Fixed Maturities, compared to 6%5% at December 31, 2014.2015. In accordance with our investment strategy, we invest in high yield fixed income securities which are included in “Corporate bonds.” Upon issuance, these securities are typically rated below investment grade (i.e., rating assigned by the major rating agencies of “BB+” or less). At December 31, 2016, corporate bonds represented 51% of the total below investment grade securities at fair value, mortgage backed securities represented 5% of the total and 44% were in other classes. At December 31, 2015, corporate bonds represented 70% of the total below investment grade securities at fair value, mortgage backed securities represented 13% of the total and 17% were in other classes. At December 31, 2014, corporate bonds represented 69% of the total below investment grade securities at fair value, mortgage backed securities represented 22% of the total and 9% were in other classes. Unrealized losses include the impact of foreign exchange movements on certain securities denominated in foreign currencies and, as such, the amount of securities in an unrealized loss position fluctuates due to foreign currency movements.

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ACGL 2016 FORM 10-K99




The following table provides the credit quality distribution of our Fixed Maturities. For individual fixed maturities, S&P ratings are used. In the absence of an S&P rating, ratings from Moody’s are used, followed by ratings from Fitch Ratings.
 Estimated Fair Value 
% of
Total
December 31, 2016   
U.S. government and gov’t agencies (1)$3,210,899
 22.1
AAA3,918,739
 27.0
AA3,148,226
 21.7
A2,338,834
 16.1
BBB1,203,942
 8.3
BB226,321
 1.6
B156,405
 1.1
Lower than B90,833
 0.6
Not rated227,574
 1.6
Total$14,521,774
 100.0
    
December 31, 2015   
U.S. government and gov’t agencies (1)$3,060,869
 27.3
AAA4,000,750
 35.7
AA1,651,760
 14.7
A1,431,138
 12.8
BBB457,251
 4.1
BB203,426
 1.8
B138,770
 1.2
Lower than B130,545
 1.2
Not rated125,928
 1.1
Total$11,200,437
 100.0
(1)Includes U.S. government-sponsored agency mortgage backed securities and agency commercial mortgage backed securities.
The following table provides information on the severity of the unrealized loss position as a percentage of amortized cost for all Fixed Maturities which were in an unrealized loss position:
 December 31, 2015 December 31, 2014
Severity of
Unrealized Loss
 Fair Value 
Gross
Unrealized
Losses
 
% of
Total Gross
Unrealized
Losses
 Fair Value 
Gross
Unrealized
Losses
 
% of
Total Gross
Unrealized
Losses
Severity of gross unrealized losses:Estimated Fair Value 
Gross
Unrealized
Losses
 
% of
Total Gross
Unrealized
Losses
December 31, 2016     
0-10% $6,956,754
 $(74,229) 54.4
 $4,181,313
 $(55,498) 59.8
$7,078,582
 $(127,909) 71.6
10-20% 173,441
 (28,789) 21.1
 239,158
 (33,111) 35.7
155,403
 (24,219) 13.5
20-30% 86,997
 (26,227) 19.2
 5,618
 (1,990) 2.1
89,887
 (25,929) 14.5
Greater than 30% 10,638
 (7,160) 5.2
 3,437
 (2,135) 2.3
1,496
 (702) 0.4
Total $7,227,830
 $(136,405) 100.0
 $4,429,526
 $(92,734) 100.0
$7,325,368
 $(178,759) 100.0
     
December 31, 2015     
0-10%$6,956,754
 $(74,229) 54.4
10-20%173,441
 (28,789) 21.1
20-30%86,997
 (26,227) 19.2
Greater than 30%10,638
 (7,160) 5.2
Total$7,227,830
 $(136,405) 100.0

The following table provides information on the severity of the unrealized loss position as a percentage of amortized cost for non-investment grade Fixed Maturities which were in an unrealized loss position:
 December 31, 2015 December 31, 2014
Severity of
Unrealized Loss
 Fair Value 
Gross
Unrealized
Losses
 
% of
Total Gross
Unrealized
Losses
 Fair Value 
Gross
Unrealized
Losses
 
% of
Total Gross
Unrealized
Losses
Severity of gross unrealized losses:Estimated Fair Value Gross Unrealized Losses 
% of
Total Gross
Unrealized
Losses
December 31, 2016     
0-10% $176,343
 $(5,139) 3.8
 $141,986
 $(3,728) 4.0
$155,258
 $(3,978) 2.2
10-20% 28,707
 (4,807) 3.5
 20,127
 (3,530) 3.8
7,727
 (1,235) 0.7
20-30% 12,500
 (4,410) 3.2
 5,618
 (1,990) 2.1
2,313
 (727) 0.4
Greater than 30% 10,520
 (7,107) 5.2
 3,434
 (2,133) 2.3
1,496
 (701) 0.4
Total $228,070
 $(21,463) 15.7
 $171,165
 $(11,381) 12.3
$166,794
 $(6,641) 3.7
     
December 31, 2015     
0-10%$176,343
 $(5,139) 3.8
10-20%28,707
 (4,807) 3.5
20-30%12,500
 (4,410) 3.2
Greater than 30%10,520
 (7,107) 5.2
Total$228,070
 $(21,463) 15.7
We determine estimated recovery values for our Fixed Maturities following a review of the business prospects, credit ratings, estimated loss given default factors and information received from asset managers and rating agencies for each security. For structured securities, we utilize underlying data, where available, for each security provided by asset managers and additional information from credit agencies in order to determine an expected recovery value for each security. The analysis provided by the asset managers includes expected cash flow projections under base case and stress case scenarios which modify expected default expectations and loss severities and slow down prepayment assumptions.
The following table summarizes our top ten exposures to fixed income corporate issuers by fair value at December 31, 2015,2016, excluding guaranteed amounts and covered bonds:
 Fair Value 
Credit
Rating (1)
Microsoft Corporation$80,047
 AAA/Aaa
Apple Inc.68,507
 AA+/Aa1
General Electric Co.58,168
 AA+/A1
MassMutual Global Funding II52,975
 AA+/Aa2
Wells Fargo & Company50,879
 A/A2
Oracle Corporation50,282
 AA-/A1
Royal Dutch Shell PLC47,017
 AA-/Aa1
Toyota Motor Corporation45,945
 AA-/Aa3
The Coca-Cola Company45,890
 AA/Aa3
Exxon Mobil Corp.44,392
 AAA/Aaa
    Total$544,102
  

 Estimated Fair Value 
Credit
Rating (1)
Microsoft Corporation$89,820
 AAA/Aaa
Apple Inc.72,861
 AAA/Aaa
Bank of New York Mellon Corp.67,360
 AA+/Aa1
Oracle Corporation66,058
 A/A1
JPMorgan Chase & Co64,470
 AA-/A1
Royal Dutch Shell PLC58,019
 A-/A3
Daimler AG53,042
 A/Aa2
Bank of America Corporation51,193
 A/A3
MetLife, Inc.49,576
 BBB+/Baa1
Massmutual Global Funding II Corp47,767
 AA-/Aa3
Total$620,166
  
(1)RatingsAverage credit ratings as assigned by S&P/Moody’s.&P and Moody’s, respectively.

Our portfolio includes investments, such as mortgage-backed securities, which are subject to prepayment risk. At December 31, 2015,2016, our investments in residential mortgage-backedmortgage-


ACGL 2016 FORM 10-K100



backed securities (“MBS”RMBS”) amounted to approximately $812.6$504.7 million, or 5.5%2.7% of total investable assets held by Arch, compared to $965.5$812.6 million, or 6.6%5.5%, at December 31, 2014.2015.  As with other fixed income investments, the fair value of these securities fluctuates depending on market and other general economic conditions and the interest rate environment. Declines or flattening in residential property values may result in additional increases in delinquencies and losses on residential mortgage loans generally, especially with respect to any residential mortgage loans where the aggregate loan amounts (including any subordinate loans) are close to or greater than the related property values. Such developments may have a significant adverse effect on the prices of loans and securities, including those in our investment portfolio.
Changes in interest rates can expose us to changes in the prepayment rate on these investments. In periods of declining interest rates, mortgage prepayments generally increase and

118



MBS RMBS are prepaid more quickly, requiring us to reinvest the proceeds at the then current market rates. Conversely, in periods of rising rates, mortgage prepayments generally fall, preventing us from taking full advantage of the higher level of rates. However, economic conditions may curtail prepayment activity if refinancing becomes more difficult, thus limiting prepayments on MBS. RMBS.
Our portfolio also includes commercial mortgage backed securities (“CMBS”). At December 31, 2015,2016, CMBS constituted approximately $764.2$536.1 million, or 5.2%2.9% of total investable assets held by Arch, compared to $1.11 billion,$764.2 million, or 7.6%5.2%, at December 31, 2014.2015. The commercial real estate market may experience price deterioration, which could lead to delinquencies and losses on commercial real estate mortgages.

The following table provides information on our MBSnon-agency RMBS and non-agency CMBS at December 31, 2015,2016 by issuance year, excluding amounts guaranteed by U.S. government agencies:
       Fair Value
 
Issuance
Year
 
Amortized
Cost
 
Average
Credit
Quality
 Total 
% of
Amortized
Cost
 
% of
Investable
Assets
Non-agency MBS:2003-2008 $109,129
 CC $116,487
 106.7% 0.8%
 2009 18,895
 AAA 18,732
 99.1% 0.1%
 2010 1,095
 NR 1,173
 107.1% 0.0%
 2013 25,707
 AAA 25,617
 99.6% 0.2%
 2014 41,080
 AA 40,762
 99.2% 0.3%
 2015 48,264
 AA 47,624
 98.7% 0.3%
Total non-agency MBS  $244,170
 BB+ $250,395
 102.5% 1.7%
            
Non-agency CMBS:2002-2008 $29,395
 BBB+ $29,583
 100.6% 0.2%
 2009 360
 BBB+ 361
 100.3% 0.0%
 2010 9,521
 AAA 9,635
 101.2% 0.1%
 2011 12,087
 AAA 12,063
 99.8% 0.1%
 2012 68,528
 AAA 68,816
 100.4% 0.5%
 2013 115,036
 AA+ 116,659
 101.4% 0.8%
 2014 216,855
 AAA 215,777
 99.5% 1.5%
 2015 240,788
 AAA 236,006
 98.0% 1.6%
Total non-agency CMBS  $692,570
 AA+ $688,900
 99.5% 4.7%
agencies. Non-agency RMBS and non-agency CMBS were 0.6% and 2.8% of total investable assets held by Arch, respectively.
  Non-Agency  Non-Agency
Additional Statistics: RMBS CMBS (1)
Weighted average loan age (months) 85
 27
Weighted average life (months) (2)  54
 73
Weighted average loan-to-value % (3)  63.1% 54.7%
Total delinquencies (4)  9.5% 0.4%
Current credit support % (5)  13.3% 39.1%
Issuance
Year
 
Amortized
Cost
 
Average
Credit
Quality
 Estimated Fair Value
2004-2008 $43,603
 C+ $47,426
2011 276
 AA+ 273
2012 142
 AAA 145
2013 85
 AAA 75
2014 3,367
 B- 3,368
2015 1,959
 BBB- 1,944
2016 59,562
 AA+ 58,258
Total RMBS $108,994
 BB+ $111,489
       
2002-2008 33,973
 AA 33,295
2009 380
 BBB- 379
2010 374
 B+ 367
2012 25,795
 AAA 25,831
2013 84,090
 AAA 85,709
2014 159,369
 AA+ 160,202
2015 122,142
 AAA 120,377
2016 100,666
 AA+ 96,991
Total CMBS $526,789
 AA+ $523,151
  Non-Agency Non-Agency
Additional Statistics: RMBS CMBS (1)
Weighted average loan age (months) 71
 29
Weighted average life (months) (2)  90
 80
Weighted average loan-to-value % (3)  60.6% 56.3%
Total delinquencies (4)  6.9% 0.3%
Current credit support % (5)  14.6% 33.5%

(1)Loans defeased with government/agency obligations were not material to the collateral underlying our CMBS holdings.
(2)The weighted average life for MBSRMBS is based on the interest rates in effect at December 31, 2015.2016. The weighted average life for CMBS reflects the average life of the collateral underlying our CMBS holdings.
(3)The range of loan-to-values is 15%16% to 106%93% on MBSRMBS and 5%0% to 194%412% on CMBS.
(4)Total delinquencies includes 60 days and over.
(5)Current credit support %percentage represents the %percentage for a collateralized mortgage obligation (“CMO”) or CMBS class/tranche from other subordinate classes in the same CMO or CMBS deal.

Delinquencies and losses with respect to residential mortgage loans from certain vintage years have increased since 2007 and may continue to increase, particularly in the sub-prime sector. In addition, during this period, residential property values in many states have declined or remained stable, after extended periods during which those values appreciated. A continued decline or an extended flattening in those values may result in additional increases in delinquencies and losses on residential mortgage loans generally, especially with respect to second homes and investment properties, and with respect to any residential mortgage loans where the aggregate loan amounts (including any subordinate loans) are close to or greater than the related property values. These developments may have a significant adverse effect on the prices of loans and securities, including those in our investment portfolio. The situation continues to have wide ranging consequences, including downward pressure on economic growth and the potential for increased insurance and reinsurance exposures, which could have an adverse impact on our results of operations, financial condition, business and operations. In addition,

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the commercial real estate market has experienced price deterioration, which could lead to increased delinquencies and defaults on commercial real estate mortgages.
The following table provides information on our asset backed securities (“ABS”) at December 31, 2015: 2016. ABS were 6.0% of total investable assets held by Arch, respectively.


       Fair Value
 
Amortized
Cost
 
Average
Credit
Quality
 Weighted Average Credit Support Total 
% of
Amortized
Cost
 
% of
Investable
Assets
Sector: 
      
  
  
Credit cards$744,273
 AAA 19% $741,580
 99.6% 5.1%
Autos341,507
 AAA 23% 339,889
 99.5% 2.3%
Loans284,204
 AA- 18% 281,109
 98.9% 1.9%
Equipment153,072
 AA- 11% 150,703
 98.5% 1.0%
Other (1)107,094
 A+ 17% 107,225
 100.1% 0.7%
Total ABS (2)$1,630,150
 AA+   $1,620,506
 99.4% 11.1%
ACGL 2016 FORM 10-K101



    Weighted Average  
Sector 
Amortized
Cost
 
Credit
Quality
 Credit Support Estimated Fair Value
Credit cards $613,355
 AAA 17% $611,492
Autos 262,514
 AAA 30% 262,181
Loans 83,467
 BBB 22% 83,464
Equipment 103,985
 AA 5% 104,520
Other (1) 60,295
 BB 16% 62,330
Total ABS (2) $1,123,616
 AA+   $1,123,987
(1)Including rate reduction bonds, commodities, home equity, U.K. securitized and other.
(2)The effective duration of the total ABS was 1.5 years at December 31, 2015.2016.

At December 31, 2016, our fixed income portfolio included $25.3 million par value in sub-prime securities with a fair value of $23.3 million and average credit quality ratings from S&P/Moody’s of “CCC/Caa3.” At December 31, 2015, our fixed income portfolio included $45.5 million par value in sub-prime securities with an estimateda fair value of $35.9 million and an average credit quality of “CCC/Caa3”ratings from S&P/ Moody’s. At December 31, 2014, our fixed income portfolio included $16.9 million par value in sub-prime securities with an estimated fair valueMoody’s of $8.5 million and an average credit quality of “CCC/Caa3” from S&P/Moody’s.Caa3.” Such amounts were primarily in the home equity sector of our ABS, with the balance in other ABS, MBSRMBS and CMBS sectors. We define sub-prime mortgage-backed securities as investments in which the underlying loans primarily exhibit one or more of the following characteristics: low FICO scores, above-prime interest rates, high loan-to-value ratios or high debt-to-income ratios. In addition, the portfolio of collateral backing our securities lending program contains approximately $3.0 million estimated fair value of sub-prime securities with an average credit quality of “CCC/Ca” from S&P/Moody’s at December 31, 2015, compared to approximately $5.8 million estimated fair value with an average credit quality of “CCC/Ca” from S&P/Moody’s at December 31, 2014.

The following table provides information on the fair value of our Eurozone investments at December 31, 2015: 2016:
Sovereign (2) Financial Corporates Other Corporates 
Bank
Loans (3)
 Equities and Other Total
Country (1)           
Sovereign
(2)
 Corporate Bonds 
Other
(3)
 Total
Netherlands$157,735
 $8,985
 $61,838
 $9,965
 $3,917
 $242,440
$90,951
 $137,414
 $3,712
 $232,077
Germany86,879
 
 15,761
 30,957
 
 133,597
74,772
 41,520
 7,458
 123,750
France302
 55,972
 11,136
 67,410
Luxembourg
 
 17,500
 10,037
 
 27,537

 23,386
 2,522
 25,908
France1,348
 1,468
 4,817
 6,226
 8,463
 22,322
Belgium6,231
 
 
 
 
 6,231
13,878
 7,638
 1
 21,517
Ireland
 1,818
 5,905
 7,723
Supranational (4)5,830
 
 
 
 
 5,830
7,454
 
 
 7,454
Ireland
 
 78
 5,527
 
 5,605
Italy
 
 4,403
 4,403
Spain
 
 299
 2,422
 
 2,721

 
 3,720
 3,720
Slovenia1,738
 
 
 
 
 1,738
Italy
 
 263
 1,156
 
 1,419
Austria898
 
 
 
 
 898
Finland
 
 3,576
 3,576
Greece472
 
 133
 
 
 605
81
 711
 
 792
Total$261,131
 $10,453
 $100,689
 $66,290
 $12,380
 $450,943
$187,438
 $268,459
 $42,433
 $498,330
(1)The country allocations set forth in the table are based on various assumptions made by us in assessing the country in which the underlying credit risk resides, including a review of the jurisdiction of organization, business operations and other factors. Based on such analysis, we do not believe that we have any other Eurozone investments at December 31, 2015.2016.
(2)Sovereign includesIncludes securities issued and/or guaranteed by Eurozone governments.
(3)Included in “investments accounted for using the fair value option.”Includes bank loans, equities and other.
(4)Includes World Bank, European Investment Bank, International Finance Corp. and European Bank for Reconstruction and Development.


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At December 31, 2015,2016, our equity portfolio consisted of $630.0included $558.0 million of equity securities, compared to $658.2$630.0 million at
December 31, 2014. Such amounts are shown net of securities sold but not purchased.2015. Our equity portfolio primarily consists ofincludes publicly traded common stocks in the natural resources, energy, and consumer staples and other sectors.
The following table provides information on the severity of the unrealized loss position as a percentage of cost for all equity securities classified as available for sale which were in an unrealized loss position:
 December 31, 2015 December 31, 2014
Severity of Unrealized Loss Estimated Fair Value Gross Unrealized Losses 
% of
Total Gross Unrealized Losses
 Estimated Fair Value Gross Unrealized Losses 
% of
Total Gross Unrealized Losses
Severity of gross unrealized losses:Estimated Fair Value 
Gross
Unrealized
Losses
 
% of
Total Gross
Unrealized
Losses
December 31, 2016     
0-10% $176,451
 $(5,926) 33.3 127,467
 (4,973) 37.2
$214,364
 $(8,776) 50.1
10-20% 39,728
 (6,528) 36.7 47,880
 (6,546) 49.0
52,034
 (7,100) 40.5
20-30% 13,700
 (4,164) 23.4 5,328
 (1,695) 12.7
1,983
 (607) 3.5
Greater than 30% 2,396
 (1,178) 6.6 327
 (150) 1.1
1,000
 (1,034) 5.9
Total $232,275
 $(17,796) 100.0 $181,002
 $(13,364) 100.0
$269,381
 $(17,517) 100.0
     
December 31, 2015     
0-10%$176,451
 $(5,926) 33.3
10-20%39,728
 (6,528) 36.7
20-30%13,700
 (4,164) 23.4
Greater than 30%2,396
 (1,178) 6.6
Total$232,275
 $(17,796) 100.0
On a quarterly basis, we evaluate the unrealized losses of our equity securities by issuer and forecast a reasonable period of time by which the fair value of the securities would increase and we would recover itsthe cost basis. All of the unrealized losses on equity securities were on holdings which have been in a continual unrealized loss position for less than 12 months at December 31, 2015.2016. We believe that a reasonable period of time exists to allow for recovery of the cost basis of our equity securities that are in an unrealized loss position at December 31, 2015.2016.


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The following table summarizes our other investments:
December 31,
2015 2014December 31,
2016
 December 31,
2015
Available for sale:      
Asian and emerging markets$206,861
 $236,586
$84,778
 $206,861
Investment grade fixed income31,370
 59,638
33,923
 31,370
Credit related funds22,512
 
7,469
 22,512
Other39,733
 
41,800
 39,733
Total available for sale300,476
 296,224
167,970
 300,476
Fair value option:      
Term loan investments (par value: $356,096 and $415,462)345,855
 410,995
Term loan investments (par value: $385,436 and $356,096)378,877
 345,855
Mezzanine debt funds121,589
 121,341
127,943
 121,589
Credit related funds219,049
 114,436
218,298
 219,049
Investment grade fixed income63,053
 69,108
75,468
 63,053
Asian and emerging markets34,761
 25,800
178,568
 34,761
Other (1)124,502
 137,094
129,717
 124,502
Total fair value option908,809
 878,774
1,108,871
 908,809
Total$1,209,285
 $1,174,998
$1,276,841
 $1,209,285
(1)Includes fund investments with strategies in mortgage servicing rights, transportation and infrastructure assets and other.

Certain of our other investments are in investment funds for which we have the option to redeem at agreed upon values as described in each investment fund'sfund’s subscription agreement. Depending on the terms of the various subscription agreements, investments in investment funds may be redeemed daily, monthly, quarterly or on other terms. Two common redemption restrictions which may impact our ability to redeem these investment funds are gates and lockups. A gate is a suspension of redemptions which may be implemented by the general partner or investment manager of the fund in order to defer, in whole or in part, the redemption request in the event the aggregate amount of redemption requests exceeds a predetermined percentage of the investment fund'sfund’s net assets which may otherwise hinder the general partner or investment manager'smanager’s ability to liquidate holdings in an orderly fashion in order to generate the cash necessary to fund extraordinarily large redemption payouts. A lockup period is the initial amount of time an investor is contractually required to hold the security before having the ability to redeem. If our investment is eligible to be redeemed, the time to redeem such investment can take weeks or months following the notification.

Certain of our investment managers may use leverage to achieve a higher rate of return on their assets under management, primarily those included in “other investments available for sale, at fair value,” “investments accounted for

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using the fair value option” and “investments accounted for using the equity method” on our balance sheet. While leverage presents opportunities for increasing the total return of such investments, it may increase losses as well. Accordingly, any event that adversely affects the value of the underlying holdings would be magnified to the extent leverage is used and our potential losses would be magnified. In addition, the structures used to
generate leverage may lead to such investments being required to meet covenants based on market valuations and asset coverage. Market valuation declines could force the sale of investments into a depressed market, which may result in significant additional losses. Alternatively, the levered investments may attempt to deleveragedelever by raising additional equity or potentially changing the terms of the established financing arrangements. We may choose to participate in the additional funding of such investments.

Our investment strategy allows for the use of derivative instruments. We utilize various derivative instruments such as futures contracts to enhance investment performance, replicate investment positions or manage market exposures and duration risk that would be allowed under our investment guidelines if implemented in other ways. See note 10,11, “Derivative Instruments,” of the notes accompanying our consolidated financial statements for additional disclosures concerning derivatives.

Accounting guidance regarding fair value measurements addresses how companies should measure fair value when they are required to use a fair value measure for recognition or disclosure purposes under GAAP and provides a common definition of fair value to be used throughout GAAP. See note 9,10, “Fair Value”Value,” of the notes accompanying our consolidated financial statements for a summary of our financial assets and liabilities measured at fair value at December 31, 2016 and December 31, 2015 and 2014segregated by level.level in the fair value hierarchy.
Investable Assets in the ‘Other’ Segment
Investable assets in the ‘other’ segment are managed by Watford Re. HPS Investment Partners, LLC (formerly Highbridge Principal Strategies, LLC) (“HPS”) manages Watford Re’s non-investment grade credit portfolios, and we manage Watford Re’s investment grade portfolios, each under separate long term services agreements. The board of directors of Watford Re establishes their investment policies and guidelines. Watford Re’s investments are accounted for using the fair value option with changes in the carrying value of such investments recorded in net realized gains or losses.


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The following table summarizes investable assets in the ‘other’ segment:
December 31,
2015 2014
   December 31,
2016
 December 31,
2015
Cash$108,550
 $11,455
$74,893
 $108,550
Investments accounted for using the fair value option:      
Term loan investments (par value: $841,047 and $678,875)762,162
 662,654
Term loan investments (par value: $823,101 and $841,047)811,922
 762,162
Fixed maturities569,022
 254,971
734,260
 569,022
Short-term investments285,923
 251,601
309,127
 285,923
Equity securities2,314
 
Total investments accounted for using the fair value option1,617,107
 1,169,226
1,857,623
 1,617,107
Securities sold but not yet purchased(30,583) 
(33,157) (30,583)
Securities transactions entered into but not settled at the balance sheet date1,033
 (17,441)(41,596) 1,033
Total investable assets included in ‘other’ segment$1,696,107
 $1,163,240
$1,857,763
 $1,696,107
Premiums Receivable and Reinsurance Recoverables
At December 31, 2016, 81.0% of premiums receivable of $1,072.4 million represented amounts not yet due, while amounts in excess of 90 days overdue were 5.2% of the total. At December 31, 2015, 80.8% of premiums receivable of $983.4 million represented amounts not yet due, while amounts in excess of 90 days overdue were 5.3% of the total. At December 31, 2014, 80.9% of premiums receivable of $948.7 million represented amounts not yet due, while amounts in excess of 90 days overdue were 5.4%Approximately 6.7% of the total. Approximately 3.9% of the $38.5$30.6 million of paid losses and loss adjustment expenses recoverable were in excess of 90 days overdue at December 31, 2015,2016, compared to 1.0%3.9% of the $34.5$38.5 million of paid losses and loss adjustment expenses recoverable at December 31, 2014.2015. No collection issues were indicated on the amount in excess of 90 days overdue at December 31, 2015.2016. At December 31, 20152016 and 2014,2015, our reserves for doubtful accounts were approximately $15.7$21.0 million and $13.4$15.7 million, respectively.
At December 31, 2016 and 2015, approximately 75.7% and 2014, approximately 77.9% and 83.0% of reinsurance recoverables on paid and unpaid losses (not including prepaid reinsuranceceded unearned premiums) of $1.87$2.11 billion and $1.81$1.87 billion, respectively, were due from carriers which had an A.M. Best rating of “A-” or better while 22.0%24.3% and 17.0%22.1%, respectively, were from companies not rated. For items not rated, over 90% of such amount was collateralized through reinsurance trusts or letters of credit at December 31, 20152016 and 2014.2015. The largest reinsurance recoverables from any one carrier was approximately 3.4%2.4% and 3.7%3.4%, respectively, of total shareholders’ equity available to Arch at December 31, 20152016 and 2014.2015.

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The following table details our reinsurance recoverables at December 31, 2015:2016:
 % of Total 
A.M. Best
Rating (1)
Everest Reinsurance Company11.29.4%
 A+
Munich Reinsurance America, Inc.8.78.6%
A+
Hannover Rückversicherung AG4.9
 A+
Partner Reinsurance Company of the U.S.5.5%A
Lloyd’s syndicates (2)5.5%A
HannoverRückversicherung AG
4.8%A+
Transatlantic Reinsurance Company4.5%
 A
Swiss Reinsurance America Corporation4.54.7%
 A+
Lloyd’s syndicates (2)4.7
A
XL GroupCatlin plc4.4%
 A
Transatlantic Reinsurance Company4.3
A+
Berkley Insurance Company4.0
A+
Odyssey America Reinsurance Corporation (3)4.23.7%
 A
Berkley Insurance Company4.2%A+
Allied World Assurance Company, Ltd.3.32.4%
 A
All other (4)39.244.1%
  
Total100.0%
  
(1)The financial strength ratings are as of February 12, 201616, 2017 and were assigned by A.M. Best based on its opinion of the insurer’s financial strength as of such date. An explanation of the ratings listed in the table follows: the rating of “A+” is designated “Superior”; and the “A” rating is designated “Excellent.”
(2)The A.M. Best group rating of “A” (Excellent) has been applied to all Lloyd’s syndicates.
(3)A significant portion of amounts due from Odyssey America Reinsurance Corporation is collateralized through reinsurance trusts.
(4)Such amount included 17.2%19.9% due from companies rated “A-” or better and 22.0%24.2% from companies not rated. For items not rated, a substantial portionover 90% of such amount is collateralized through reinsurance trusts or letters of credit.
Reserves for Losses and Loss Adjustment Expenses
We establish reserves for losses and loss adjustment expenses (“Loss Reserves”) which represent estimates involving actuarial and statistical projections, at a given point in time, of our expectations of the ultimate settlement and administration costs of losses incurred. Estimating Loss Reserves is inherently difficult, which is exacerbated by the fact that we have relatively limited historical experience upon which to base such estimates. We utilize actuarial models as well as available historical insurance industry loss ratio experience and loss development patterns to assist in the establishment of Loss Reserves. Actual losses and loss adjustment expenses paid will deviate, perhaps substantially, from the reserve estimates reflected in our financial statements. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies, Estimates and Recent Accounting Pronouncements—Reserves for Losses and Loss Adjustment Expenses” and “Business—Reserves” for further details.


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Shareholders’ Equity and Book Value per Share
Shareholders’Total shareholders’ equity available to Arch was $6.20$8.25 billion at December 31, 2015,2016, compared to $6.13$6.17 billion at December 31, 2014.2015. The increase in 20152016 was primarily attributable to the issuance of $1.10 billion of convertible non-voting common equivalent preferred shares (included in common shareholders’ equity) and $450 million of non-cumulative preferred shares (included in preferred shareholders’ equity), along with underwriting and investment returns, partially offset by share repurchase activity during the period.returns.
Book Value per Common Share
The following table presents the calculation of book value per common share :share:
(U.S. dollars in thousands, except share data)December 31,
2015 2014
Calculation of book value per common share:   
Total shareholders’ equity available to Arch$6,204,881
 $6,130,053
Less preferred shareholders’ equity325,000
 325,000
Common shareholders’ equity available to Arch$5,879,881
 $5,805,053
Common shares outstanding, net of treasury shares (1)122,627,783
 127,367,934
Book value per common share$47.95
 $45.58
(U.S. dollars in thousands, except share data)December 31,
2016 2015
Total shareholders’ equity available to Arch (2)$8,253,718
 $6,166,542
Less preferred shareholders’ equity772,555
 325,000
Common shareholders’ equity available to Arch (2)$7,481,163
 $5,841,542
Common shares and common share equivalents outstanding, net of treasury shares (1)135,550,337 122,627,783
Book value per share (2)$55.19
 $47.64
(1)Excludes the effects of 7,482,4626,872,494 and 7,804,0337,482,462 stock options and 413,364381,461 and 447,073413,364 restricted stock units outstanding at December 31, 20152016 and December 31, 2014,2015, respectively.

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(2)Balance for December 31, 2015 reflects a cumulative effect of an accounting change. See note 1, “General,” of the notes accompanying our consolidated financial statements for additional information.



Liquidity and Capital Resources
This section does not include information specific to Watford Re. We do not guarantee or provide credit support for Watford Re, and our financial exposure to Watford Re is limited to our investment in Watford Re’s common and preferred shares and counterparty credit risk (mitigated by collateral) arising from the reinsurance transactions.transactions with Watford Re.
ACGL is a holding company whose assets primarily consist of the shares in its subsidiaries. Generally, ACGL depends on its available cash resources, liquid investments and dividends or other distributions from its subsidiaries to make payments, including the payment of debt service obligations and operating expenses it may incur and any dividends or liquidation amounts with respect to the Series C non-cumulativeour preferred shares and common shares. ACGL’s readily available cash, short-term investments and marketable securities, excluding amounts held by our regulated insurance and reinsurance subsidiaries, totaled $4.3 million at December 31, 2016, compared to $6.9 million at December 31, 2015, compared to $3.3 million at December 31, 2014.2015. During 2015,2016, ACGL received dividends of $459.8$196.9 million from Arch Re Bermuda, our Bermuda-based reinsurer and insurer.
The ability of our regulated insurance and reinsurance subsidiaries to pay dividends or make distributions or other payments to us is dependent on their ability to meet applicable regulatory standards. Under Bermuda law, Arch Re Bermuda is required to maintain an enhanced capital requirement which must equal or exceed its minimum solvency margin (i.e., the amount by which the value of its general business assets must exceed its general business liabilities) equal to the greatest of (1) $100.0 million, (2) 50% of net premiums written (being gross premiums written less any premiums ceded by Arch Re Bermuda, but Arch Re Bermuda may not deduct more than 25% of gross premiums when computing net premiums written) and (3) 15% of net discounted aggregated losses and loss expense provisions and other insurance reserves. Arch Re Bermuda is prohibited from declaring or paying any dividends during any financial year if it is not in compliance with its enhanced capital requirement, minimum solvency margin or minimum liquidity ratio. In addition, Arch Re Bermuda is prohibited from declaring or paying in any financial year dividends of more than 25% of its total statutory capital and surplus (as shown on its previous financial year’s statutory balance sheet) unless it files, at least seven days before payment of such dividends, with the Bermuda Monetary Authority (“BMA”) an affidavit stating that it will continue to meet the required margins. In addition, Arch Re Bermuda is prohibited, without prior approval of the BMA, from reducing by 15% or more its total statutory capital, as set out in its previous year’s statutory financial statements. As a Class 4 insurer, Arch Re Bermuda is required to maintain available statutory capital and surplus pertaining to its general business at a level equal to or in excess of its enhanced capital requirement (“ECR”) which is established by reference to either the BSCR model (“BSCR”) or an approved internal capital model. At December 31, 2015,2016, as determined under Bermuda law, Arch Re Bermuda had statutory capital and surplus of $2.45$7.88 billion ($2.405.43 billion at December 31, 2014) and statutory capital and surplus of $5.43 billion ($5.42 billion at December 31, 2014)2015), which amounts were in compliance with Arch Re Bermuda’s ECR at such date. Such amounts include ownership interests in U.S. insurance and reinsurance subsidiaries. Accordingly, Arch Re Bermuda can pay approximately $1.36$1.97 billion to ACGL during 2016 without providing an affidavit to the BMA, as discussed above. Under BMA guidelines, the value of the assets of our insurance group (i.e., the group of companies that conducts exclusively, or mainly, insurance business) must exceed the amount of the group’s liabilities by the aggregate minimum margin of solvency of each qualifying member of the group (the “Group MSM”). A member is a qualifying member of the insurance group if it is subject to solvency requirements in the jurisdiction in which it is registered. We were in compliance with the Group MSM at December 31, 2015.2016.
Our U.S. insurance and reinsurance subsidiaries are subject to insurance laws and regulations in the jurisdictions in which they operate. The ability of our regulated insurance subsidiaries to pay dividends or make distributions is dependent on their ability to meet applicable regulatory standards. These regulations


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include restrictions that limit the amount of dividends or other distributions, such as loans or cash advances, available to shareholders without prior approval of the insurance regulatory authorities. Dividends or distributions, if any, made by Arch Re U.S. would result in an increase in available capital at Arch Capital Group (U.S.) Inc. (“Arch-U.S.”), a wholly-owned subsidiary of ACGL. During 2015,2016, Arch-U.S. received dividends of $25$25.0 million from Arch Re U.S. Arch Re U.S. can declare a maximum of approximately $120$128.4 million of dividends during 20162017 subject to the approval of the Commissioner of the Delaware Department of Insurance (“Commissioner”). In addition, with respect to dividends in excess of the $120$128.4 million (extraordinary dividend), no payment can be made until (1) 30 days after the Commissioner has received notice of the declaration thereof and has not within such period disapproved such payments; or (2) the Commissioner shall have approved the payment within the 30-day period. Delaware insurance laws also require that the statutory surplus of Arch Re U.S. following any dividend or distribution be reasonable in relation to its outstanding liabilities and adequate to its financial needs.

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AMIC, United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company have each been approved as an eligible mortgage insurer by Fannie Mae and Freddie Mac, subject to maintaining certain ongoing requirements (“eligible mortgage insurer”). In April 2015, the GSEs published comprehensive, revised requirements, known as the Private Mortgage Insurer Eligibility Requirements or “PMIERs.” TheAs clarified and revised by the Guidance Letters issued by the GSEs in December 2016, the PMIERs became effective December 31, 2015 and apply to Arch MI U.S., which is a GSE-approvedour eligible mortgage insurer. Theyinsurers, but do not apply to Arch Mortgage Guaranty Company, which insures mortgages that areis not intended to be sold toGSE-approved. The PMIERs impose limitations on the GSEs,type of risk insured, the forms and it is therefore not approved by either GSE asinsurance policies issued, standards for the geographic and customer diversification of risk, procedures for claims handling, acceptable underwriting practices, standards for certain reinsurance cessions and financial requirements, among other things. The financial requirements require an eligible mortgage insurer. In addition to extensive requirements relating toinsurer’s available assets, which generally include only the operationmost liquid assets of our mortgage insurance business, the PMIERs include revised financial requirements for mortgage insurers. No later than March 1, 2016, mortgage insurers must certify to the GSEs that they meet all of the requirements of the PMIERs or identify specific requirements that they do not meet. If a mortgagean insurer, is unable to meet or exceed “minimum required assets” as of each quarter end. Minimum required assets are calculated from PMIERs tables with several risk dimensions (including origination year, original loan-to-value and original credit score of performing loans, and the financial requirementsdelinquency status of the PMIERs, it must submit by March 31, 2016 a transition plan to the GSEs for their reviewnon-performing loans) and approval. Mortgage insurers that have not met the financial requirements of the PMIERs by June 30, 2017 will beare subject to remediation actions by the GSEs.a minimum amount.
The amount of assets required to satisfy the revised financial requirements of the PMIERs at any point in time will be affected by many factors, including macro-economic conditions, the size and composition of Arch MI U.S.’sour eligible mortgage insurers’ mortgage insurance portfolio at the point in time, and the amount of risk ceded to reinsurers that may be deducted by Arch MI U.S. in itsour calculation of “minimum required assets.” Arch MI U.S.Our eligible
mortgage insurers satisfied the PMIERs’ financial requirements as of December 31, 2015. 2016.
Under the PMIERs, Arch MI U.S. isAMIC was deemed to be a “newly-approved insurer.” As a result of this status, until January 2017, Arch MI U.S. isAMIC was subject to additional PMIER requirements, including that Arch MI U.S. is prohibited from payingrestrictions on dividends to affiliates or making any investment, contribution or loan to any affiliate. Since January 2017, none of our eligible mortgage insurers are classified as a “newly-approved insurer” under PMIERs.
In conjunction with the acquisition of UGC and the related approval of the change of control by the GSEs, the GSEs imposed additional requirements on our eligible mortgage insurers, including maintaining capital in excess of PMIERs requirements on a consolidated basis and requiring notifications relating to certain integration activities.
Our U.S. mortgage insurance subsidiaries are subject to detailed regulation by their domiciliary and primary regulators, the Wisconsin Office of the Commissioner of Insurance (“Wisconsin OCI”) for AMIC and Arch Mortgage Guaranty Company, and the North Carolina Department of Insurance (“NC DOI”) for United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company, and by state insurance departments in each state in which they are licensed. As mandated by state insurance laws, mortgage insurers are generally mono-line companies restricted to writing a single type of insurance business, such as mortgage insurance business. Each company is subject to either Wisconsin or North Carolina statutory requirements as to payment of dividends. Generally, both Wisconsin and North Carolina law precludes any dividend before giving at least 30 days’ notice to the Wisconsin OCI or NC DOI, as applicable, and prohibits paying any dividend unless it is fair and reasonable to do so. In addition, the state regulators and the GSEs limit or restrict our eligible mortgage insurers’ ability to pay stockholder dividends or otherwise return capital to shareholders. Under North Carolina law, United Guaranty Residential Insurance Company can declare a maximum of approximately $313.3 million of dividends during 2017 subject to the approval of the NC DOI. In certain instances, approval by the GSEs would be required for dividends or other forms of return of capital to shareholders due to the requirements under PMIERs, including the minimum required assets imposed on our eligible mortgage insurers by the GSEs. Such dividend would result in an increase in available capital at Arch U.S. MI Holdings Inc., a subsidiary of Arch-U.S.
In addition to meeting applicable regulatory standards, the ability of our insurance and reinsurance subsidiaries to pay dividends to intermediate parent companies owned by Arch Re Bermuda is also constrained by our dependence on the financial strength ratings of our insurance and reinsurance subsidiaries from independent rating agencies. The ratings from these agencies depend to a large extent on the capitalization levels of


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our insurance and reinsurance subsidiaries. We believe that ACGL has sufficient cash resources and available dividend capacity to service its indebtedness and other current outstanding obligations.
Our insurance, reinsurance and reinsurancemortgage insurance subsidiaries are required to maintain assets on deposit, which primarily consist of fixed maturities, with various regulatory authorities to support their operations. The assets on deposit are available to settle insurance and reinsurance liabilities to third parties. Our insurance and reinsurance subsidiaries maintain assets in trust accounts as collateral for insurance and reinsurance transactions with affiliated companies and also have investments in segregated portfolios primarily to provide collateral or guarantees for letters of credit to third parties. At December 31, 20152016 and 2014,2015, such amounts approximated $5.20$5.48 billion and $5.41$5.20 billion, respectively, excluding amounts related to the ‘other’ segment.
Our non-U.S. operations account for a significant percentage of our net premiums written. In general, the business written by our non-U.S. operations, which is heavily weighted towards reinsurance business, has been more profitable than the business written in our U.S. operations, which is weighted more towards insurance business. In general, our reinsurance segment has operated at a higher margin than our insurance segment, largely due to the mix and type of business written. A significant component of our pre-tax income is generated through our investment performance. We hold a substantial amount of our investable assets in our non-U.S. operations and, accordingly, a large portion of our investment income is produced in our non-U.S. operations. In addition, ACGL, through its subsidiaries, provides financial support to certain of its insurance subsidiaries and affiliates, through certain reinsurance arrangements beneficial to the ratings of such subsidiaries. Our U.S.-based insurance, reinsurance and reinsurance groupsmortgage insurance subsidiaries enter into separate reinsurance arrangements with Arch Re Bermuda covering individual lines of business. For the 20152016 calendar year, the U.S. groups ceded business to Arch Re Bermuda at an aggregate net cession rate (i.e., net of third party reinsurance) of approximately 53% (compared to 53% for 2014)2015). All of the above factors have resulted in the non-U.S. group providing a higher contribution to our overall pre-tax income in the current period than the percentage of net premiums written would indicate.
Except as described in the above paragraph, or where express reinsurance, guarantee or other financial support contractual arrangements are in place, each of ACGL’s subsidiaries or affiliates is solely responsible for its own liabilities and commitments (and no other ACGL subsidiary or affiliate is so responsible). Any reinsurance arrangements, guarantees or other financial support contractual arrangements that are in place are solely for the benefit of the ACGL subsidiary or affiliate involved and third parties (creditors or insureds of such entity) are not express beneficiaries of such arrangements.

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The following table summarizes our cash flows from operating, investing and financing activities, excluding amounts related to the ‘other’ segment:
Year Ended
December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Total cash provided by (used for):          
Operating activities$705,128
 $997,815
 $850,868
$1,109,913
 $705,128
 $997,815
Investing activities(357,038) (422,879) (1,307,513)(2,602,714) (357,038) (422,879)
Financing activities(367,529) (515,880) 524,018
1,830,042
 (367,529) (515,880)
Effects of exchange rate changes on foreign currency cash(10,031) (18,686) (4,357)(13,967) (10,031) (18,686)
Increase (decrease) in cash$(29,470) $40,370
 $63,016
$323,274
 $(29,470) $40,370
Cash provided by operating activities for 20152016 was lowerhigher than in 2014, reflecting increases in outflows related to claim payments, including amounts which are reimbursable from insureds, reinsurers and others, and a lower level of premiums collected,2015, primarily reflecting a higher level of premiums collected. The 2015 period also reflected a higher level of outflows related to reinsurers, including to Watford Re on affiliated transactions.our mortgage operations.
Cash used for investing activities for 20152016 was lowerhigher than in 2014.2015. Activity for 2015 and 20142016 reflected proceeds from sales of investments to fund our share repurchase program, while 2014 also included a $235.6 million payment in connection with our acquisition of Arch MI U.S.UGC which closed on December 31, 2016, along with higher net purchases of investments than in the 2015 period.
Cash used forprovided by financing activities for 2015 included $365.42016 reflected various capital raising activity, such as the issuance of $950.0 million of senior notes, $400.0 million of borrowings under our revolving loan facility and $450.0 million of preferred shares in order to fund the cash consideration portion of the UGC acquisition. Cash flows also reflect a lower level of repurchases under our share repurchase program in 2016 compared to $454.1 million for 2014. Cash provided by financing activities for 2013 reflects our issuance of $500.0 million of senior notes.2015.
Our insurance and reinsurance operations provide liquidity in that premiums are received in advance, sometimes substantially in advance, of the time losses are paid. The period of time from the occurrence of a claim through the settlement of the liability may extend many years into the future. Sources of liquidity include cash flows from operations, financing arrangements or routine sales of investments.
As part of our investment strategy, we seek to establish a level of cash and highly liquid short-term and intermediate-term securities which, combined with expected cash flow, is believed by us to be adequate to meet our foreseeable payment obligations. However, due to the nature of our operations, cash flows are affected by claim payments that may comprise large payments on a limited number of claims and which can fluctuate from year to year. We believe that our liquid investments and cash flow will provide us with sufficient liquidity in order to meet our claim payment obligations. However, the timing and amounts of actual claim payments related to recorded Loss Reserves vary based on many factors, including large individual losses, changes in the legal environment, as well as general market conditions. The ultimate amount of the claim payments could differ materially from our estimated amounts. Certain


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lines of business written by us, such as excess casualty, have loss experience characterized as low frequency and high severity. The foregoing may result in significant variability in loss payment patterns. The impact of this variability can be exacerbated by the fact that the timing of the receipt of reinsurance recoverables owed to us may be slower than anticipated by us. Therefore, the irregular timing of claim payments can create significant variations in cash flows from operations between periods and may require us to utilize other sources of liquidity to make these payments, which may include the sale of investments or utilization of existing or new credit facilities or capital market transactions. If the source of liquidity is the sale of investments, we may be forced to sell such investments at a loss, which may be material.
Our investments in certain securities, including certain fixed income and structured securities, investments in funds accounted for using the equity method, other alternative investments and investments in ventures such as Watford Re and others may be illiquid due to contractual provisions or investment market conditions. If we require significant amounts of cash on short notice in excess of anticipated cash requirements, then we may have difficulty selling these investments in a timely manner or may be forced to sell or terminate them at unfavorable values. Our unfunded investment commitments totaled approximately $1.11$1.29 billion at December 31, 20152016 and are callable by our investment managers. The timing of the funding of investment commitments is uncertain and may require us to access cash on short notice.
At December 31, 2015,2016, our investable assets were $14.64$18.64 billion, excluding the $1.70$1.86 billion of investable assets related to the ‘other’ segment. The primary goals of our asset liability management process are to satisfy the insurance liabilities, manage the interest rate risk embedded in those insurance liabilities and maintain sufficient liquidity to cover

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fluctuations in projected liability cash flows, including debt service obligations. Generally, the expected principal and interest payments produced by our fixed income portfolio adequately fund the estimated runoff of our insurance reserves. Although this is not an exact cash flow match in each period, the substantial degree by which the fair value of the fixed income portfolio exceeds the expected present value of the net insurance liabilities, as well as the positive cash flow from newly sold policies and the large amount of high quality liquid bonds, provide assurance of our ability to fund the payment of claims and to service our outstanding debt without having to sell securities at distressed prices or access credit facilities.
Changes in general economic conditions, including new or continued sovereign debt concerns in Eurozone countries or downgrades of U.S. securities by credit rating agencies, could have a material adverse effect on financial markets and economic conditions in the U.S. and throughout the world. In turn, this could have a material adverse effect on our business,
financial condition and results of operations and, in particular, this could have a material adverse effect on the value and liquidity of securities in our investment portfolio. Our investment portfolio as of December 31, 20152016 included $261.1$187.4 million of securities issued and/or guaranteed by Eurozone governments at fair value, $2.42$2.80 billion of obligations of the U.S. government and government agencies at fair value and $1.63$3.71 billion of municipal bonds at fair value. Please refer to Item 1A “Risk Factors” for a discussion of other risks relating to our business and investment portfolio.
On December 31, 2016, we completed the acquisition of UGC pursuant to the Stock Purchase Agreement with AIG. The aggregate purchase price paid by ACGL was approximately $3.26 billion, consisting of cash consideration of $2.16 billion and convertible non-voting common-equivalent preference shares of ACGL with a fair value of approximately $1.10 billion.
In September 2016, ACGL completed a $450.0 million underwritten public offering of 18.0 million depositary shares, each of which represents a 1/1,000th interest in a share of its 5.25% Non-Cumulative Preferred Shares, Series E, have a $0.01 par value and $25,000 liquidation preference per share (equivalent to $25 liquidation preference per depositary share). Except in specified circumstances relating to certain tax or corporate events, the preferred shares are not redeemable prior to September 29, 2021. We used the net proceeds from the offering of $434.9 million to fund a portion of the UGC acquisition.
In October 2016, we entered into a five-year agreement for a $500.0 million unsecured revolving loan and letter of credit facility and a $350.0 million secured letter of credit facility. We borrowed the full remaining capacity available from the unsecured revolving loan and letter of credit facility ($400.0 million) and used the proceeds to fund a portion of the UGC acquisition. At December 31, 2016, we had no remaining capacity under the unsecured revolving loan facility and $187.9 million of remaining capacity under the secured letter of credit facility. Refer to note 16, “Commitments and Contingencies—Letter of Credit and Revolving Credit Facilities,” of the notes accompanying our consolidated financial statements for a discussion of our available facilities, applicable covenants on such facilities and available capacity.
In December 2016, Arch Capital Finance LLC (“Arch Finance”), a wholly-owned subsidiary of ACGL, completed a public offering of $500.0 million principal amount of 4.011% senior notes issued at par and due December 15, 2026 (“2026 notes”) and $450.0 million principal amount of 5.031% senior notes issued at par and due December 15, 2046 (“2046 notes”), both fully and unconditionally guaranteed by ACGL. The 2026 notes and 2046 notes are unsecured and unsubordinated obligations of Arch Finance and ACGL, respectively, and rank equally and ratably with the other unsecured unsubordinated indebtedness of Arch-U.S. and ACGL. We used the combined


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net proceeds from the offering of 2026 notes and 2046 notes of $940.7 million to fund a portion of the UGC acquisition.
Pursuant to our 2014 acquisition of the CMG Entities, we are required to make contingent consideration payments based on the closing book value of the pre-closing portfolio of the CMG Entities as re-calculated over an earn-out period and payable at the third, fifth and sixth anniversaries after closing (subject to a one time extension period of one to three years at the sellers’ discretion). The maximum amount of contingent consideration payments is $136.9 million over the earn-out period (or 150% of the closing book value of the CMG Entities less amounts paid at closing). We currently expect that the maximum amount will be paid over the earn-out period and that the first payment, due in April 2017, will be approximately $70 million. To the extent that the adjusted book value of the CMG Entities drops below the cumulative amount paid by us, no additional payments would be due.
We expect that our liquidity needs, including our anticipated insurance obligations and operating and capital expenditure needs, for the next twelve months, at a minimum, will be met by funds generated from underwriting activities and investment income, as well as by our balance of cash, short-term investments, proceeds on the sale or maturity of our investments, and our credit facilities.
WeIn addition, we monitor our capital adequacy on a regular basis and will seek to adjust our capital base (up or down) according to the needs of our business. The future capital requirements of our business will depend on many factors, including our ability to write new business successfully and to establish premium rates and reserves at levels sufficient to cover losses. Our ability to underwrite is largely dependent upon the quality of our claims paying and financial strength ratings as evaluated by independent rating agencies. In particular, we require (1) sufficient capital to maintain our financial strength ratings, as issued by several ratings agencies, at a level considered necessary by management to enable our key operating subsidiaries to compete; (2) sufficient capital to enable our underwriting subsidiaries to meet the capital adequacy tests performed by statutory agencies in the U.S. and other key markets; and (3) our non-U.S. operating companies are required to post letters of credit and other forms of collateral that are necessary for them to operate as they are “non-admitted” under U.S. state insurance regulations.
In December 2013, Arch-U.S., a wholly-owned subsidiary of ACGL, completed a public offering of $500.0 million principal amount of 5.144% senior notes issued at par and due November 1, 2043 (“Arch-U.S. Senior Notes”), fully and unconditionally guaranteed by ACGL (the “Guarantee”). The Arch-U.S. Senior Notes are unsecured and unsubordinated obligations of Arch-U.S. and ACGL, respectively, and rank equally and ratably with the other unsecured and unsubordinated indebtedness of Arch-U.S. and ACGL, respectively. A portion of the proceeds from the offering were used to fund the acquisition of the mortgage operations noted below. In addition, the proceeds are available for other corporate purposes.
Pursuant to our 2014 acquisition of the CMG Entities, we are required to make contingent consideration payments based on the closing book value of the pre-closing portfolio of the CMG Entities as re-calculated over an earn-out period and payable at the third, fifth and sixth anniversaries after closing (subject to a one time extension period of one to three years at the sellers’ discretion). The maximum amount of contingent consideration payments is $136.9 million over the earn-out period (or 150% of the closing book value of the CMG Entities less amounts paid at closing). To the extent that the adjusted book value of the CMG Entities drops below the cumulative amount paid by us, no additional payments would be due.
As part of our capital management program, we may seek to raise additional capital or may seek to return capital to our shareholders through share repurchases, cash dividends or other methods (or a combination of such methods). Any such determination will be at the discretion of our board of directors and will be dependent upon our profits, financial requirements and other factors, including legal restrictions, rating agency requirements and such other factors as our board of directors deems relevant.
The board of directors of ACGL has authorized the investment in ACGL’s common shares through a share repurchase program. Since the inception of the share repurchase program through December 31, 2015,2016, ACGL has repurchased

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approximately 124.1125.2 million common shares for an aggregate purchase price of $3.61$3.68 billion. At December 31, 2015,2016, approximately $521.8$446.5 million of share repurchases were available under the program. Repurchases under the program may be effected from time to time in open market or privately negotiated transactions through December 31, 2016.2019. The timing and amount of the repurchase transactions under this program will depend on a variety of factors, including market conditions and corporate and regulatory considerations. We will continue to monitor our share price and, depending upon results of operations, market conditions and the development of the economy, as well as other factors, we will consider share repurchases on an opportunistic basis.
To the extent that our existing capital is insufficient to fund our future operating requirements or maintain such ratings, we may need to raise additional funds through financings or limit our growth. Given the recent severe disruptions in the public debt and equity markets, including among other things, widening of credit spreads, lack of liquidity and bankruptcies, weWe can provide no assurance that, if needed, we would be able to obtain additional funds through financing on satisfactory terms or at all. ContinuedAny adverse developments in the financial markets, such as disruptions, uncertainty or volatility in the capital and credit markets, may result in realized and unrealized capital losses that could have a material adverse effect on our results of operations, financial position and our businesses, and may also limit our access to capital required to operate our business.
If we are not able to obtain adequate capital, our business, results of operations and financial condition could be adversely affected, which could include, among other things, the following possible outcomes: (1) potential downgrades in the financial strength ratings assigned by ratings agencies to our operating subsidiaries, which could place those operating subsidiaries at a competitive disadvantage compared to higher-rated competitors; (2) reductions in the amount of business that our operating subsidiaries are able to write in order to meet capital adequacy-based tests enforced by statutory agencies; and (3) any resultant ratings downgrades could, among other things, affect our ability to write business and increase the cost of bank credit and letters of credit. In addition, under certain of the reinsurance agreements assumed by our reinsurance operations, upon the occurrence of a ratings downgrade or other specified triggering event with respect to our reinsurance operations, such as a reduction in surplus by specified amounts during specified periods, our ceding company clients may be provided with certain rights, including, among other things, the right to terminate the subject reinsurance agreement and/or to require that our reinsurance operations post additional collateral.
In addition to common share capital, we depend on external sources of finance to support our underwriting activities, which


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can be in the form (or any combination) of debt securities, preference shares, common equity and bank credit facilities providing loans and/or letters of credit. As noted above, equity or debt financing, if available at all, may be on terms that are unfavorable to us. In the case of equity financings, dilution to our shareholders could result, and, in any case, such securities may have rights, preferences and privileges that are senior to those of our outstanding securities.
In June 2014, we entered into a five-year agreement for a $300.0 million unsecured revolving loan and letter of credit facility and a $500.0 million secured letter of credit facility. Under the terms of the agreement, Arch Re U.S.November 2016, ACGL, Arch-U.S. and Arch Re Bermuda are limited to issuing an aggregate of $100.0 million of unsecured letters of credit as part of the unsecured revolving loan. At December 31, 2015, we had $200.0 million and $277.5 million in remaining capacity under the unsecured revolving loan facility and the secured letter of credit facility, respectively. Refer to note 15, “Commitments and Contingencies—Letter of Credit and Revolving Credit Facilities,” of the notes accompanying our consolidated financial statements for a discussion of our available facilities, applicable covenants on such facilities and available capacity.
In March 2015, ACGL and Arch-U.S.Finance filed a universal shelf registration statement with the SEC. This registration statement allows for the possible future offer and sale by us of various types of securities, including unsecured debt securities, preference shares, common shares, warrants, share purchase contracts and units and depositary shares. The shelf registration statement enables us to efficiently access the public debt and/or equity capital markets in order to meet our future capital needs. The shelf registration statement also allows selling shareholders to resell common shares that they own in one or more offerings from time to time. We will not receive any proceeds from any shares offered by the selling shareholders. This report is not an offer to sell or the solicitation of an offer to buy nor shall there be any sale of these securities in any state in which such offer, solicitation or sale would be unlawful prior to registration or qualification under the securities laws of any such state.
At December 31, 2016, total capital available to Arch of $10.49 billion consisted of $1.73 billion of senior notes, representing 16.5% of the total, $500.0 million of revolving credit agreement borrowings due in October 2021, representing 4.8% of the total, $772.6 million of preferred shares, representing 7.4% of the total, and common shareholders’ equity of $7.48 billion, representing 71.3% of the total. At December 31, 2015, total capital available to Arch of $7.10$7.06 billion consisted of $791.3 million of senior notes, representing 11.2% of the total, $100.0 million of revolving credit agreement borrowings due in June 2019, representing 1.4% of the total, $325.0 million of preferred shares, representing 4.6% of the total, and common shareholders’ equity of $5.88 billion, representing 82.9% of the total. At December 31, 2014, total capital available to Arch of $7.02 billion

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consisted of $791.1 million of senior notes, representing 11.3% of the total, $100.0 million of revolving credit agreement borrowings, representing 1.4% of the total, $325.0 million of preferred shares, representing 4.6% of the total, and common shareholders’ equity of $5.81$5.84 billion, representing 82.7%82.8% of the total. The increase in 2015total capital in 2016 was primarily attributable to capital raising activity related to the UGC acquisition and underwriting and investing returns, partially offset by share repurchases during the period.returns.
NATURAL AND MAN-MADE CATASTROPHIC EVENTS
We have large aggregate exposures to natural and man-made catastrophic events. Catastrophes can be caused by various events, including hurricanes, floods, windstorms, earthquakes, hailstorms, tornados, explosions, severe winter weather, fires, droughts and other natural disasters. Catastrophes can also cause losses in non-property business such as workers’ compensation or general liability. In addition to the nature of property business, we believe that economic and geographic
trends affecting insured property, including inflation, property value appreciation and geographic concentration, tend to generally increase the size of losses from catastrophic events over time.
We have substantial exposure to unexpected, large losses resulting from future man-made catastrophic events, such as acts of war, acts of terrorism and political instability. These risks are inherently unpredictable. It is difficult to predict the timing of such events with statistical certainty or estimate the amount of loss any given occurrence will generate. It is not possible to completely eliminate our exposure to unforecasted or unpredictable events and, to the extent that losses from such risks occur, our financial condition and results of operations could be materially adversely affected. Therefore, claims for natural and man-made catastrophic events could expose us to large losses and cause substantial volatility in our results of operations, which could cause the value of our common shares to fluctuate widely. In certain instances, we specifically insure and reinsure risks resulting from terrorism. Even in cases where we attempt to exclude losses from terrorism and certain other similar risks from some coverages written by us, we may not be successful in doing so. Moreover, irrespective of the clarity and inclusiveness of policy language, there can be no assurance that a court or arbitration panel will limit enforceability of policy language or otherwise issue a ruling adverse to us.
We seek to limit our loss exposure by writing a number of our reinsurance contracts on an excess of loss basis, adhering to maximum limitations on reinsurance written in defined geographical zones, limiting program size for each client and prudent underwriting of each program written. In the case of proportional treaties, we may seek per occurrence limitations or loss ratio caps to limit the impact of losses from any one or series of events. In our insurance operations, we seek to limit our exposure through the purchase of reinsurance. We cannot be certain that any of these loss limitation methods will be effective. We also seek to limit our loss exposure by geographic diversification. Geographic zone limitations involve significant underwriting judgments, including the determination of the area of the zones and the inclusion of a particular policy within a particular zone's limits. There can be no assurance that various provisions of our policies, such as limitations or exclusions from coverage or choice of forum, will be enforceable in the manner we intend. Disputes relating to coverage and choice of legal forum may also arise. Underwriting is inherently a matter of judgment, involving important assumptions about matters that are inherently unpredictable and beyond our control, and for which historical experience and probability analysis may not provide sufficient guidance. One or more catastrophic or other events could result in claims that substantially exceed our expectations, which could have a material adverse effect on our financial condition or our results of operations, possibly to the extent of eliminating our shareholders' equity.


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For our natural catastrophe exposed business, we seek to limit the amount of exposure we will assume from any one insured or reinsured and the amount of the exposure to catastrophe losses from a single event in any geographic zone. We monitor our exposure to catastrophic events, including earthquake and wind and periodically reevaluate the estimated probable maximum pre-tax loss for such exposures. Our estimated probable maximum pre-tax loss is determined through the use of modeling techniques, but such estimate does not represent our total potential loss for such exposures. Our models employ both proprietary and vendor-based systems and include cross-line correlations for property, marine, offshore energy, aviation, workers compensation and personal accident. We seek to limit the probable maximum pre-tax loss to a specific level for severe catastrophic events. Currently, we seek to limit our 1-in-250 year return period net probable maximum loss from a severe catastrophic event in any geographic zone to approximately 25% of total shareholders’ equity. We reserve the right to change this threshold at any time. Net probable maximum loss estimates are net of expected reinsurance recoveries, before income tax and before excess reinsurance reinstatement premiums. Loss estimates are reflective of the zone indicated and not the entire portfolio. Since hurricanes and windstorms can affect more than one zone and make multiple landfalls, our loss estimates include clash estimates from other zones. Our loss estimates do not represent our maximum exposures and it is highly likely that our actual incurred losses would vary materially from the modeled estimates. There can be no assurances that we will not suffer pre-tax losses greater than 25% of our total

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shareholders' equity from one or more catastrophic events due to several factors, including the inherent uncertainties in estimating the frequency and severity of such events and the margin of error in making such determinations resulting from potential inaccuracies and inadequacies in the data provided by clients and brokers, the modeling techniques and the application of such techniques or as a result of a decision to change the percentage of shareholders' equity exposed to a single catastrophic event. In addition, actual losses may increase if our reinsurers fail to meet their obligations to us or the reinsurance protections purchased by us are exhausted or are otherwise unavailable. See “Risk Factors—Risk Relating to Our Industry.” Depending on business opportunities and the mix of business that may comprise our insurance and reinsurance portfolio, we may seek to adjust our self-imposed limitations on probable maximum pre-tax loss for catastrophe exposed business. See “—Critical Accounting Policies, Estimates and Recent Accounting Pronouncements—Ceded Reinsurance” for a discussion of our catastrophe reinsurance programs.
CONTRACTUAL OBLIGATIONS AND COMMERCIAL COMMITMENTS
The following section does not include information specific to Watford Re. We do not guarantee or provide credit support for
Watford Re, and our financial exposure to Watford Re is limited to our investment in Watford Re’s common and preferred shares and counterparty credit risk (mitigated by collateral) arising from the reinsurance transactions.
Letter of Credit and Revolving Credit Facilities
As of December 31, 2015, we2016, ACGL and certain of its subsidiaries had a $300$350.0 million secured facility for letters of credit and a $500.0 million unsecured facility for revolving loanloans and letterletters of credit facility and a $500 million secured letter of credit facility (the “Credit Agreement”). The Credit Agreement expires on June 30, 2019. UnderObligations of each borrower under the termssecured facility for letters of credit are secured by cash and eligible securities of such borrower held in collateral accounts. Subject to the agreement, Arch Re U.S. and Arch Re Bermuda are limitedreceipt of commitments, the secured facility may be increased by up to issuing an aggregate of $100$350.0 million, and the unsecured facility may be increased to an amount not to exceed $750.0 million. ACGL has a one-time option to convert any or all outstanding revolving loans of unsecured lettersACGL and/or Arch-U.S. to term loans with the same terms as the revolving loans except that any prepayments may not be reborrowed. Arch-U.S. guarantees the obligations of credit as partACGL, and ACGL guarantees the obligations of the $300 million unsecured revolving loan.Arch-U.S. Borrowings of revolving loans may be made by ACGL at a variable rate based on LIBOR or an alternative base rate at our option.the option of ACGL. Secured letters of credit are available for issuance on behalf of ourACGL insurance and reinsurance subsidiaries. The Credit Agreement and related documents are structured such that each party that requests a letter of credit or borrowing does so only for itself and for only its own obligations. Issuance
The Credit Agreement contains customary representations, conditions to issuance of letters of credit and borrowings under the Credit Agreement are subject to our compliance with certain covenants and conditions, including absence of a material adverse change. These covenants require,which include, among other things, that we maintainthings: (i) the maintenance of a debt to total capital ratio of not greater than 0.35 to 1 and1; (ii) consolidated tangible net worth in excess of $3.95$5.63 billion plus 25% of future aggregate net income for each quarterly period (not including any future net losses) beginningfor each quarterly period ending after MarchDecember 31, 2014 and2016 plus 25% of future aggregate net cash proceeds from the issuance of common or preferred equity (other than the proceeds of which are used to fund the repurchase or redemption of our preferred securities (“Refinanced Preferred Securities”)), minus 70% of up to $750.0 million of the aggregate book value of any preferred securities of ACGL which are repurchased or redeemed by ACGL or its subsidiaries (other than Refinanced Preferred Securities); and (iii) that ourACGL’s principal insurance and reinsurance subsidiaries that are borrowers under the Credit Agreement maintain a financial strength rating of at least a “B++” rating from A.M. Best.Best or “BBB+” from S&P. In addition, certain of ourACGL’s subsidiaries which are party to the Credit Agreement are required to maintain minimum shareholders’ equity levels. WeCommitments under the Amended Credit Agreement will expire on October 26, 2021, and all loans then outstanding under the Amended Credit Agreement must be repaid. Letters of credit issued under the Amended Credit Agreement will not have an expiration date later than October 26, 2022. ACGL and its subsidiaries which are party to the Credit Agreement were


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in compliance with all covenants contained in the Credit Agreement at December 31, 2015.2016.
In addition, certain of ACGL’s subsidiaries had outstanding letters of credit of $242.3$178.5 million, which were issued on a limited basis and for limited purposes (together with the secured portion of the Credit Agreement and these letter of credit facilities, the “LOC Facilities”). The principal purpose of the LOC Facilities is to issue, as required, evergreen standby letters of credit in favor of primary insurance or reinsurance counterparties with which we have entered into reinsurance arrangements to ensure that such counterparties are permitted to take credit for reinsurance obtained from our reinsurance subsidiaries in United States jurisdictions where such subsidiaries are not licensed or otherwise admitted as an insurer, as required under insurance regulations in the United States, and to comply with requirements of Lloyd’s of London in connection with qualifying quota share and other arrangements. The amount of letters of credit issued is driven by, among other things, the timing and payment of catastrophe losses, loss development of existing reserves, the payment pattern of such reserves, the further expansion of our business and the loss experience of such business. When issued, certainthese letters of credit are secured by a portion of our investment portfolio. In addition, the LOC Facilities also require the maintenance of certain covenants, which we were in compliance with at December 31, 2015.2016. At such date, we had approximately $464.8$340.6 million in outstanding letters of credit under the LOC Facilities, which were secured by investments with a fair value of $529.3$400.2 million, and had $100.0$500.0 million of borrowings outstanding under the Credit Agreement. Under the $500.0$350.0 million secured letter of credit facility, we had remaining capacity of $277.5$187.9 million at December 31, 2015.2016.

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Senior Notes
InOn May 4, 2004, ACGL completed a public offering of $300$300.0 million principal amount of 7.35% senior notes due May 1, 2034 (“ACGL Senior Notes”2034 notes”). The ACGL Senior Notes2034 notes are ACGL’s senior unsecured obligations and rank equally with all of its existing and future senior unsecured indebtedness. Interest payments on the ACGL Senior Notes2034 notes are due on May 1st and November 1st of each year. ACGL may redeem the ACGL Senior Notes2034 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The fair value of the ACGL Senior Notes2034 notes at December 31, 2016 and 2015 was $392.0 million and 2014 was $390.1 million, and $462.4 million, respectively.
InOn December 13, 2013, Arch-U.S., a wholly-owned subsidiary of ACGL, completed a public offering of $500$500.0 million principal amount of 5.144% senior notes due November 1, 2043 (“Arch-U.S. Senior Notes”2043 notes”), fully and unconditionally guaranteed by ACGL (the “Guarantee”).ACGL. The Arch-U.S. Senior Notes2043 notes are unsecured and unsubordinated obligations of Arch-U.S. and ACGL, respectively, and rank equally and
ratably with the other unsecured and unsubordinated indebtedness of Arch-U.S. and ACGL, respectively. Interest payments on the Arch-U.S. Senior Notes2043 notes are due on May 1st and November 1st of each year. Arch-U.S. may redeem the Arch-U.S. Senior Notes2043 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The fair value of the Arch-U.S. Senior Notes2043 notes at December 31, 2016 and 2015 was $521.6 million and 2014 was $513.9 million, respectively.
On December 8, 2016, Arch Finance, a wholly-owned subsidiary of ACGL, completed a public offering of $500.0 million principal amount of 4.011% senior notes due December 15, 2026 (“2026 notes”), fully and $609.9unconditionally guaranteed by ACGL. The 2026 notes are unsecured and unsubordinated obligations of Arch Finance and ACGL, respectively, and rank equally and ratably with the other unsecured and unsubordinated indebtedness of Arch Finance and ACGL, respectively. Interest payments on the 2026 notes are due on June 15th and December 15th of each year. Arch Finance may redeem the 2026 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The fair value of the 2026 notes at December 31, 2016 was $509.3 million.
On December 8, 2016, Arch Finance completed a public offering of $450.0 million principal amount of 5.031% senior notes due December 15, 2046 (“2046 notes”), fully and unconditionally guaranteed by ACGL. The 2046 notes are unsecured and unsubordinated obligations of Arch Finance and ACGL, respectively, and rank equally and ratably with the other unsecured and unsubordinated indebtedness of Arch Finance and ACGL, respectively. Interest payments on the 2046 notes are due on June 15th and December 15th of each year. Arch Finance may redeem the 2046 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The fair value of the 2046 notes at December 31, 2016 was $476.0 million.
ACGL and Arch-U.S. are each holding companies and, accordingly, they conduct substantially all of their operations through their operating subsidiaries. Arch Finance is a wholly owned subsidiary of Arch U.S. MI Holdings Inc., a U.S. holding company. As a result, ACGL, Arch-U.S. and Arch-U.S.'sArch Finance's cash flows and their ability to service their debt depends upon the earnings of their operating subsidiaries and on their ability to distribute the earnings, loans or other payments from such subsidiaries to ACGL, Arch-U.S. and Arch-U.S.,Arch Finance, respectively.
During 2016, 2015 2014 and 2013,2014, we made interest payments of $50.4 million, $49.6 million $46.4 million and $23.7$46.4 million, respectively, related to our senior notes and other financing arrangements.

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Contractual Obligations
The following table provides an analysis of our contractual commitments at December 31, 20152016 (excluding amounts related to the ‘other’ segment’):
Payment due by periodPayment due by period
Total 
Less than
1 year
 
1-3
years
 
4-5
years
 
More than
5 years
Total 
Less than
1 year
 
1-3
years
 
3-5
years
 
More than
5 years
Operating activities                  
Estimated gross payments for losses and loss adjustment expenses (1)$8,834,253
 $2,179,768
 $2,607,563
 $1,403,755
 $2,643,167
$10,200,960
 $2,636,891
 $3,008,378
 $1,545,090
 $3,010,601
Deposit accounting liabilities (2)260,364
 40,319
 54,559
 39,133
 126,353
22,150
 1,038
 1,015
 1,652
 18,445
Contractholder payables (3)1,486,296
 422,244
 538,289
 244,904
 280,859
1,716,435
 565,485
 617,697
 239,557
 293,696
Operating lease obligations154,125
 25,494
 48,997
 39,273
 40,361
178,096
 29,881
 56,578
 42,166
 49,471
Purchase obligations20,663
 10,764
 9,771
 128
 
24,807
 18,280
 6,527
 
 
Contingent consideration liabilities (6)95,193
 
 28,303
 66,890
 
95,193
 28,215
 33,489
 33,489
 
Investing activities

        
        
Unfunded investment commitments (4)1,105,637
 1,105,637
 
 
 
1,286,218
 1,286,218
 
 
 
Financing activities                  
Securities lending payable (5)393,844
 393,844
 
 
 
762,554
 762,554
 
 
 
Senior notes (including interest payments)1,928,085
 47,770
 95,540
 95,540
 1,689,235
3,710,810
 93,192
 180,929
 180,929
 3,255,760
Contingent consideration liabilities (6)41,762
 
 41,762
 
 
41,762
 41,762
 
 
 
Capital lease obligations25,420
 10,784
 14,636
 
 
Revolving credit agreement borrowings (7)100,000
 100,000
 
 
 
500,000
 500,000
 
 
 
Total$14,420,222
 $4,325,840
 $3,424,784
 $1,889,623
 $4,779,975
$18,564,405
 $5,974,300
 $3,919,249
 $2,042,883
 $6,627,973
(1)
The estimated expected contractual commitments related to the reserves for losses and loss adjustment expenses are presented on a gross basis (i.e., not reflecting any corresponding reinsurance recoverable amounts that would be due to us). It should be noted that until a claim has been presented to us, determined to be valid, quantified and settled, there is no known obligation on an individual transaction basis, and while estimable in the aggregate, the timing and amount contain significant uncertainty. Approximately 66%63% of our reserves for losses and loss adjustment expenses were incurred but not reported at December 31, 2015.2016.
(2)The estimated expected contractual commitments related to deposit accounting liabilities have been estimated using projected cash flows from the underlying contracts. It should be noted that, due to the nature of such liabilities, the timing and amount contain significant uncertainty.
(3)Certain insurance policies written by our insurance operations feature large deductibles, primarily in construction and national accounts lines. Under such contracts, we are obligated to pay the claimant for the full amount of the claim and are subsequently reimbursed by the policyholder for the deductible amount. In the event we are unable to collect from the policyholder, we would be liable for such defaulted amounts.
(4)Unfunded investment commitments are callable by our investment managers. We have assumed that such investments will be funded in the next year but the funding may occur over a longer period of time, due to market conditions and other factors.
(5)As part of our securities lending program, we loan securities to third parties and receive collateral in the form of cash or securities. Such collateral is due back to the third parties at the close of the securities lending transactions, a majority of which is overnight and continuous by nature.
(6)Pursuant to our 2014 acquisition of the CMG Entities, we are required to make contingent consideration payments based on the closing book value of the pre-closing portfolio of the CMG Entities as re-calculated over an earn-out period and payable at the third, fifth and sixth anniversaries after closing (subject to a one time extension period of one to three years at the sellers’ discretion). The maximum amount of contingent consideration payments over the earn-out period is $136.9 million (or 150% of the closing book value of the CMG Entities less amounts paid at closing). For purposes of this table, the maximum exposure has been shown using an estimated payout pattern.
(7)Amounts outstanding under credit facilities include $100 million borrowed by ACGL.ACGL and $400 million borrowed by Arch U.S. MI Holdings Inc., its wholly owned subsidiary. Due to the variable nature of the interest payments on these borrowings and the ability to repay such borrowings at will, no interest payments have been reflected.

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OFF-BALANCE SHEET ARRANGEMENTS
WeBellemeade Re I Ltd. and Bellemeade Re II Ltd. are special purpose variable interest entities that are not party to any transaction, agreement or other contractual arrangement to which an entity unconsolidated with us is a party that management believes is reasonably likely to have a current or future effect onconsolidated in our financial condition, revenues or expenses, results because we do not have the unilateral power to direct those activities that are significant to its economic performance. As of operations, liquidity, capital expenditures or capital resources that is materialDecember 31, 2016, our estimated off-balance sheet maximum exposure to investors.loss from Bellemeade Re was $2.4 million. See note 4, “Variable Interest Entities—Bellemeade Re I and II,” of the notes accompanying our consolidated financial statements for additional information.
MARKET SENSITIVE INSTRUMENTS AND RISK MANAGEMENT
Our investment results are subject to a variety of risks, including risks related to changes in the business, financial condition or results of operations of the entities in which we invest, as well as changes in general economic conditions and overall market conditions. We are also exposed to potential loss from various market risks, including changes in equity prices, interest rates and foreign currency exchange rates.
In accordance with the SEC’s Financial Reporting Release No. 48, we performed a sensitivity analysis to determine the effects that market risk exposures could have on the future earnings, fair values or cash flows of our financial instruments as of December 31, 2015.2016. Market risk represents the risk of changes in the fair value of a financial instrument and consists of several components, including liquidity, basis and price risks.
The sensitivity analysis performed as of December 31, 20152016 presents hypothetical losses in cash flows, earnings and fair values of market sensitive instruments which were held by us on December 31, 20152016 and are sensitive to changes in interest rates and equity security prices. This risk management discussion and the estimated amounts generated from the following sensitivity analysis represent forward-looking statements of market risk assuming certain adverse market conditions occur. Actual results in the future may differ materially from these projected results due to actual developments in the global financial markets. The analysis methods used by us to assess and mitigate risk should not be considered projections of future events of losses.
We have not included Watford Re in the following analyses as we do not guarantee or provide credit support for Watford Re, and our financial exposure to Watford Re is limited to its investment in Watford Re’s common and preferred shares and counterparty credit risk (mitigated by collateral) arising from the reinsurance transactions.
The focus of the SEC’s market risk rules is on price risk. For purposes of specific risk analysis, we employ sensitivity
analysis to determine the effects that market risk exposures could have on the future earnings, fair values or cash flows of our financial instruments. The financial instruments included in the following sensitivity analysis consist of all of our investments and cash.
Investment Market Risk
Fixed Income Securities. We invest in interest rate sensitive securities, primarily debt securities. We consider the effect of interest rate movements on the market value of our fixed maturities, fixed maturities pledged under securities lending agreements, short-term investments and certain of our other investments which invest in fixed income securities and the corresponding change in unrealized appreciation. As interest rates rise, the market value of our interest rate sensitive securities falls, and the converse is also true. Based on historical observations, there is a low probability that all interest rate yield curves would shift in the same direction at the same time. Furthermore, at times interest rate movements in certain credit sectors exhibit a much lower correlation to changes in U.S. Treasury yields. Accordingly, the actual effect of interest rate movements may differ materially from the amounts set forth in the following tables.

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The following table summarizes the effect that an immediate, parallel shift in the interest rate yield curve would have had on our investment portfolio at December 31, 20152016 and 2014:2015:
Interest Rate Shift in Basis Points
(U.S. dollars in millions)-100 -50 - +50 +100
December 31, 2015         
(U.S. dollars in billions)Interest Rate Shift in Basis Points
-100 -50 - +50 +100
Dec. 31, 2016         
Total fair value$14,037.3
 $13,801.4
 $13,570.1
 $13,340.4
 $13,118.9
$17.95
 $17.62
 $17.31
 $17.00
 $16.70
Change from base3.44% 1.70%   (1.69)% (3.32)%3.7% 1.8%   (1.8)% (3.5)%
Change in unrealized value$467.2
 $231.3
   $(229.7) $(451.2)$0.64
 $0.31
   $(0.31) $(0.61)
December 31, 2014         
Dec. 31, 2015         
Total fair value$13,570.1
 $13,350.3
 $13,128.9
 $12,913.2
 $12,703.5
$14.04
 $13.80
 $13.57
 $13.34
 $13.12
Change from base3.36% 1.69%   (1.64)% (3.24)%3.4% 1.7%   (1.7)% (3.3)%
Change in unrealized value$441.2
 $221.4
   $(215.7) $(425.4)$0.47
 $0.23
   $(0.23) $(0.45)
In addition, we consider the effect of credit spread movements on the market value of our fixed maturities, fixed maturities pledged under securities lending agreements, short-term investments and certain of our other investments and investment funds accounted for using the equity method which invest in fixed income securities and the corresponding change in unrealized appreciation. As credit spreads widen, the fair value of our fixed income securities falls, and the converse is also true.


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The following table summarizes the effect that an immediate, parallel shift in credit spreads in a static interest rate environment would have had on the portfolio at December 31, 20152016 and 2014:2015:
Credit Spread Shift in Basis Points
(U.S. dollars in millions)-100 -50 - +50 +100
December 31, 2015         
(U.S. dollars in billions)Credit Spread Shift in Percentage
-100 -50 - +50 +100
Dec. 31, 2016         
Total fair value$13,973.1
 $13,771.6
 $13,570.1
 $13,368.6
 $13,167.1
$17.79
 $17.55
 $17.31
 $17.07
 $16.83
Change from base2.97% 1.48%   (1.48)% (2.97)%2.8% 1.4%   (1.4)% (2.8)%
Change in unrealized value$403.0
 $201.5
   $(201.5) $(403.0)$0.48
 $0.24
   $(0.24) $(0.48)
December 31, 2014         
Dec. 31, 2015         
Total fair value$13,391.6
 $13,275.1
 $13,128.9
 $12,995.7
 $12,863.4
$13.97
 $13.77
 $13.57
 $13.37
 $13.17
Change from base2.00% 1.11%   (1.01)% (2.02)%3.0% 1.5%   (1.5)% (3.0)%
Change in unrealized value$262.7
 $146.2
   $(133.2) $(265.5)$0.40
 $0.20
   $(0.20) $(0.40)
Another method that attempts to measure portfolio risk is Value-at-Risk (“VaR”). VaR attempts to take into account a broad cross-section of risks facing a portfolio by utilizing relevant securities volatility data skewed towards the most recent months and quarters. VaR measures the amount of a portfolio at risk for outcomes 1.65 standard deviations from the mean based on normal market conditions over a one year time horizon and is expressed as a percentage of the portfolio’s initial value. In other words, 95% of the time, should the risks taken into account in the VaR model perform per their historical tendencies, the portfolio’s loss in any one year period is expected to be less than or equal to the calculated VaR, stated as a percentage of the measured portfolio’s initial value. As of December 31, 2015,2016, our portfolio’s VaR was estimated to be 3.01%3.75%, compared to an estimated 2.86%3.01% at December 31, 2014.2015.
Equity Securities, Privately Held Securities and Other Investments. Our investment portfolio includes an allocation to equity securities, privately held securities and certain other investments. At December 31, 20152016 and 2014,2015, the fair value of our investments in equity securities, privately held securities and certain other investments totaled $630.0$558.0 million and $658.2$630.0 million, respectively. These securities are exposed to price risk, which is the potential loss arising from decreases in fair value. An immediate hypothetical 10% depreciation in the value of each position would reduce the fair value of such investments by approximately $63.0$55.8 million and $65.8$63.0 million at December 31, 20152016 and 2014,2015, respectively, and would have decreased book value per common share by approximately $0.51$0.41 and $0.52,$0.51, respectively.
Investment-Related Derivatives. Derivative instruments may be used to enhance investment performance, replicate investment positions or manage market exposures and duration risk that would be allowed under our investment guidelines if implemented in other ways. The fair values of those derivatives are based on quoted market prices. See note 10, “Derivative Instruments,” of the notes accompanying our consolidated financial Statements for additional disclosures

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concerning derivatives. At December 31, 2015,2016, the notional value of the net long position ofall derivative instruments (excluding to-be-announced mortgage backed securities which are included in the fixed income securities analysis above and foreign currency forward contracts which are included in the foreign currency exchange risk analysis below) was $2.81$2.12 billion, compared to $3.28
$2.81 billion at December 31, 2014. A 100 basis point depreciation of2015. If the underlying exposure to theseof each investment-related derivative instrumentsheld at December 31, 2015 and 20142016 depreciated by 100 basis points, it would have resulted in a reduction in net income of approximately $21.2 million, and a decrease in book value per share of $0.16, compared to $28.1 million and $32.8 million,$0.23, respectively, and would have decreased book value per common share by $0.23 and $0.26, respectively. A 100 basis point appreciation ofon investment-related derivatives held at December 31, 2015. If the underlying exposure to theseof each investment-related derivative instrumentsheld at December 31, 2015 and 20142016 appreciated by 100 basis points, it would have resulted in an increase in net income of approximately $21.2 million, and an increase in book value per share of $0.16, compared to $28.1 million and $32.8 million,$0.23, respectively, and would have increased book value per common share by $0.23 and $0.26, respectively.on investment-related derivatives held at December 31, 2015. See note 11, “Derivative Instruments,” of the notes accompanying our consolidated financial statements for additional disclosures concerning derivatives.
For further discussion on investment activity, please refer to “—Financial Condition, Liquidity and Capital Resources—Financial Condition—Investable Assets.”
Foreign Currency Exchange Risk
Foreign currency rate risk is the potential change in value, income and cash flow arising from adverse changes in foreign currency exchange rates. Through our subsidiaries and branches located in various foreign countries, we conduct our insurance and reinsurance operations in a variety of local currencies other than the U.S. Dollar. We generally hold investments in foreign currencies which are intended to mitigate our exposure to foreign currency fluctuations in our net insurance liabilities. We may also utilize foreign currency forward contracts and currency options as part of our investment strategy. See Note 10,11, “Derivative Instruments,” of the notes accompanying our consolidated financial statements for additional information.


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The following table provides a summary of our net foreign currency exchange exposures, as well as foreign currency derivatives in place to manage these exposures, at December 31, 2015 and 2014:exposures:
(U.S. dollars in thousands, except per share data)December 31,December 31,
2016
 December 31,
2015
2015 2014
Assets, net of insurance liabilities, denominated in foreign currencies, excluding
shareholders’ equity and derivatives
$(163,199) $35,372
Net assets (liabilities), denominated in foreign currencies, excluding shareholders’ equity and derivatives$(63,077) $(163,199)
Shareholders’ equity denominated in foreign currencies (1)328,133
 336,565
290,752
 328,133
Net foreign currency forward contracts outstanding (2)(97,658) (308,149)(250,263) (97,658)
Net assets denominated in foreign currencies$67,276
 $63,788
Net exposures denominated in foreign currencies$(22,588) $67,276
   
Pre-tax impact of a hypothetical 10% appreciation of the U.S. Dollar against foreign currencies:    
  
Shareholders’ equity$(6,728) $(6,379)$2,259
 $(6,728)
Book value per common share$(0.05) $(0.05)
Book value per share$0.02
 $(0.05)
   
Pre-tax impact of a hypothetical 10% decline of the U.S. Dollar against foreign currencies:    
  
Shareholders’ equity$6,728
 $6,379
$(2,259) $6,728
Book value per common share$0.05
 $0.05
Book value per share$(0.02) $0.05
(1)     Represents net assets
(1)Represents capital contributions held in the foreign currencies of our operating units.
(2)     Represents the notional value of outstanding foreign currency forward contracts in U.S. Dollars.

As a result of the current financial and economic environment as well as the potential for additional investment returns, we may not match a portion of our operating units.
(2)Represents the net notional value of outstanding foreign currency forward contracts.
Although the Company generally attempts to match the currency of its projected liabilities in foreign currencies with investments in the same currencies, from time to time the Company may elect to over or underweight one or more currencies, which wouldcould increase ourthe Company’s exposure to foreign currency fluctuations and increase the volatility in our results of operations.the Company’s shareholders’ equity. Historical observations indicate a low probability that all foreign currency exchange rates would shift against the U.S. Dollar in the same direction and at the same time and, accordingly, the actual effect of foreign currency rate movements may differ materially from the amounts set forth above. For further discussion on foreign exchange activity, please refer to “—Results of Operations.”
Effects of Inflation
We do not believe that inflation has had a material effect on our consolidated results of operations, except insofar as inflation may affect our reserves for losses and loss adjustment expenses and interest rates. The potential exists, after a catastrophe loss, for the development of inflationary pressures in a local economy. The anticipated effects of inflation on us

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are considered in our catastrophe loss models. The actual effects of inflation on our results cannot be accurately known until claims are ultimately settled.
ITEM 7A. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
ITEM 7A.
QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
Reference is made to the information appearing above under the subheading “Market Sensitive Instruments and Risk Management” under the caption “Management’s Discussion and Analysis of Financial Condition and Results of Operation,” which information is hereby incorporated by reference.


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ITEM 8. FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA
Index to Financial StatementsPage No.
   
   
 
 At December 31, 20152016 and December 31, 20142015
   
 
 For the years ended December 31, 2016, 2015 2014 and 20132014
   
 
 For the years ended December 31, 2016, 2015 2014 and 20132014
   
 
 For the years ended December 31, 2016, 2015 2014 and 20132014
   
 
 For the years ended December 31, 2016, 2015 2014 and 20132014
   
Notes to Consolidated Financial Statements


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Report of Independent Registered Public Accounting Firm
To the Board of Directors and Shareholders of
Arch Capital Group Ltd.:
In our opinion, the consolidated financial statements listed in the accompanying index present fairly, in all material respects, the financial position of Arch Capital Group Ltd. and its subsidiaries (the “Company”) at December 31, 20152016 and December 31, 2014,2015 and the results of their operations and their cash flows for each of the three years in the period ended December 31, 20152016 in conformity with accounting principles generally accepted in the United States of America. In addition, in our opinion, the financial statement schedules listed in the index appearing under Item 15(a)(2) present fairly, in all material respects, the information set forth therein when read in conjunction with the related consolidated financial statements. Also in our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2015,2016 based on criteria established in Internal Control - Integrated Framework (2013)issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO). The Company's management is responsible for these financial statements and financial statement schedules, for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting, included in Management's Annual Report on Internal Control Overover Financial Reporting appearing under Item 9A. Our responsibility is to express opinions on these financial statements, on the financial statement schedules, and on the Company's internal control over financial reporting based on our integrated audits. We conducted our audits in accordance with the standards of the Public Company Accounting Oversight Board (United States). Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the financial statements are free of material misstatement and whether effective internal control over financial reporting was maintained in all material respects. Our audits of the financial statements included examining, on a test basis, evidence supporting the amounts and disclosures in the financial statements, assessing the accounting principles used and significant estimates made by management, and evaluating the overall financial statement presentation. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.

As discussed in Note 1 to the consolidated financial statements, the Company changed the manner in which it accounts for deferred acquisition costs in 2016.

A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

As described in Management’s Annual Report on Internal Control over Financial Reporting, management has excluded United Guaranty Corporation and its subsidiaries from its assessment of internal control over financial reporting as of December 31, 2016 because it was acquired by the Company in a purchase business combination during 2016. We have also excluded United Guaranty Corporation and its subsidiaries from our audit of internal control over financial reporting. United Guaranty Corporation and its subsidiaries are wholly-owned subsidiaries whose total assets and total revenues represent 15.8% and 0.0%, respectively, of the related consolidated financial statement amounts as of and for the year ended December 31, 2016.

/s/ PricewaterhouseCoopers LLP
New York, New York
February 26, 2016March 1, 2017


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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS
(U.S. dollars in thousands, except share data)
December 31,December 31,
2015 20142016 2015
Assets      
Investments:      
Fixed maturities available for sale, at fair value (amortized cost: $10,515,440 and $10,701,557)$10,459,353
 $10,750,770
Short-term investments available for sale, at fair value (amortized cost: $591,141 and $801,758)587,904
 797,226
Collateral received under securities lending, at fair value (amortized cost: $385,984 and $40,473)389,336
 44,301
Equity securities available for sale, at fair value (cost: $543,767 and $562,534)618,405
 658,182
Other investments available for sale, at fair value (cost: $261,343 and $264,747)300,476
 296,224
Fixed maturities available for sale, at fair value (amortized cost: $13,522,671 and $10,515,440)$13,426,577
 $10,459,353
Short-term investments available for sale, at fair value (amortized cost: $611,878 and $591,141)612,005
 587,904
Collateral received under securities lending, at fair value (amortized cost: $762,554 and $385,984)762,565
 389,336
Equity securities available for sale, at fair value (cost: $475,085 and $543,767)518,041
 618,405
Other investments available for sale, at fair value (cost: $149,077 and $261,343)167,970
 300,476
Investments accounted for using the fair value option2,894,494
 2,425,053
3,421,220
 2,894,494
Investments accounted for using the equity method592,973
 349,014
811,273
 592,973
Total investments15,842,941
 15,320,770
19,719,651
 15,842,941
      
Cash553,326
 485,702
842,942
 553,326
Accrued investment income87,206
 74,316
124,483
 87,206
Securities pledged under securities lending, at fair value (amortized cost: $386,411 and $52,076)384,081
 50,802
Securities pledged under securities lending, at fair value (amortized cost: $746,409 and $386,411)744,980
 384,081
Premiums receivable983,443
 948,695
1,072,435
 983,443
Reinsurance recoverable on unpaid and paid losses and loss adjustment expenses1,867,373
 1,812,845
2,114,138
 1,867,373
Contractholder receivables1,486,296
 1,309,192
1,717,436
 1,486,296
Prepaid reinsurance premiums427,609
 377,078
Deferred acquisition costs, net433,477
 414,525
Ceded unearned premiums859,567
 427,609
Deferred acquisition costs447,560
 382,829
Receivable for securities sold45,505
 78,170
58,284
 45,505
Goodwill and intangible assets97,531
 109,539
781,553
 97,531
Other assets968,482
 1,024,447
889,080
 980,791
Total assets$23,177,270
 $22,006,081
$29,372,109
 $23,138,931
      
Liabilities      
Reserve for losses and loss adjustment expenses$9,125,250
 $9,036,448
$10,200,960
 $9,125,250
Unearned premiums2,333,932
 2,231,578
3,406,870
 2,333,932
Reinsurance balances payable224,120
 219,312
300,407
 224,120
Contractholder payables1,486,296
 1,309,192
1,717,436
 1,486,296
Collateral held for insured obligations248,982
 184,219
301,406
 248,982
Deposit accounting liabilities260,364
 327,384
22,150
 260,364
Senior notes791,306
 791,141
1,732,258
 791,306
Revolving credit agreement borrowings530,434
 100,000
756,650
 530,434
Securities lending payable393,844
 50,529
762,554
 393,844
Payable for securities purchased64,996
 128,413
76,183
 64,996
Other liabilities568,852
 509,219
784,110
 568,852
Total liabilities16,028,376
 14,887,435
20,060,984
 16,028,376
      
Commitments and Contingencies
 

 
Redeemable noncontrolling interests205,182
 219,512
205,553
 205,182
      
Shareholders’ Equity      
Non-cumulative preferred shares325,000
 325,000
772,555
 325,000
Common shares ($0.0033 par, shares issued: 173,107,849 and 171,672,408)577
 572
Convertible non-voting common equivalent preferred shares1,101,304
 
Common shares ($0.0033 par, shares issued: 174,644,101 and 173,107,849)582
 577
Additional paid-in capital467,339
 383,073
531,687
 467,339
Retained earnings7,370,371
 6,854,571
7,996,701
 7,332,032
Accumulated other comprehensive income (loss), net of deferred income tax(16,502) 128,856
(114,541) (16,502)
Common shares held in treasury, at cost (shares: 50,480,066 and 44,304,474)(1,941,904) (1,562,019)
Common shares held in treasury, at cost (shares: 51,856,584 and 50,480,066)(2,034,570) (1,941,904)
Total shareholders' equity available to Arch6,204,881
 6,130,053
8,253,718
 6,166,542
Non-redeemable noncontrolling interests738,831
 769,081
851,854
 738,831
Total shareholders' equity6,943,712
 6,899,134
9,105,572
 6,905,373
Total liabilities, noncontrolling interests and shareholders' equity$23,177,270
 $22,006,081
$29,372,109
 $23,138,931



See Notes to Consolidated Financial Statements

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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME
(U.S. dollars in thousands, except share data)
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Revenues          
Net premiums written$3,817,531
 $3,891,938
 $3,351,367
$4,031,391
 $3,817,531
 $3,891,938
Change in unearned premiums(83,626) (298,190) (205,415)(146,569) (83,626) (298,190)
Net premiums earned3,733,905
 3,593,748
 3,145,952
3,884,822
 3,733,905
 3,593,748
Net investment income348,090
 302,585
 267,219
366,742
 348,090
 302,585
Net realized gains (losses)(185,842) 102,917
 74,018
137,586
 (185,842) 102,917
Other-than-temporary impairment losses(26,152) (30,470) (3,961)(30,794) (26,152) (30,470)
Less investment impairments recognized in other
comprehensive income, before taxes
6,036
 320
 175
352
 6,036
 320
Net impairment losses recognized in earnings(20,116) (30,150) (3,786)(30,442) (20,116) (30,150)
          
Other underwriting income35,497
 10,142
 7,639
57,173
 35,497
 10,142
Equity in net income of investment funds accounted
for using the equity method
25,455
 19,883
 35,701
48,475
 25,455
 19,883
Other income (loss)(399) (10,252) (586)(800) (399) (10,252)
Total revenues3,936,590
 3,988,873
 3,526,157
4,463,556
 3,936,590
 3,988,873
          
Expenses          
Losses and loss adjustment expenses2,050,903
 1,919,250
 1,679,424
2,185,599
 2,050,903
 1,919,250
Acquisition expenses681,476
 657,262
 564,103
678,033
 681,476
 657,262
Other operating expenses657,261
 606,224
 500,730
633,025
 607,516
 556,280
Corporate expenses81,746
 49,745
 49,944
Interest expense45,874
 45,634
 27,060
66,252
 45,874
 45,634
Net foreign exchange (gains) losses(66,118) (83,744) 12,335
(36,651) (66,118) (83,744)
Total expenses3,369,396
 3,144,626
 2,783,652
3,608,004
 3,369,396
 3,144,626
          
Income before income taxes567,194
 844,247
 742,505
855,552
 567,194
 844,247
          
Income taxes:          
Current tax expense44,194
 30,550
 32,696
50,745
 44,194
 30,550
Deferred tax (benefit) expense(3,582) (7,563) 78
(19,371) (3,582) (7,563)
Income tax expense40,612
 22,987
 32,774
31,374
 40,612
 22,987
          
Net income$526,582
 $821,260
 $709,731
$824,178
 $526,582
 $821,260
Net (income) loss attributable to noncontrolling interests11,156
 13,095
 
(131,440) 11,156
 13,095
Net income available to Arch537,738
 834,355
 709,731
692,738
 537,738
 834,355
Preferred dividends(21,938) (21,938) (21,938)(28,070) (21,938) (21,938)
Net income available to Arch common shareholders$515,800
 $812,417
 $687,793
$664,668
 $515,800
 $812,417
          
Net income per common share     
Net income per common share and common share equivalent     
Basic$4.24
 $6.21
 $5.24
$5.50
 $4.24
 $6.21
Diluted$4.09
 $6.02
 $5.07
$5.33
 $4.09
 $6.02
          
Weighted average common shares and common share
equivalents outstanding
          
Basic121,786,127
 130,817,610
 131,355,392
120,792,114
 121,786,127
 130,817,610
Diluted126,038,743
 134,922,322
 135,777,183
124,717,493
 126,038,743
 134,922,322

See Notes to Consolidated Financial Statements

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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
(U.S. dollars in thousands)
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Comprehensive Income          
Net income$526,582
 $821,260
 $709,731
$824,178
 $526,582
 $821,260
Other comprehensive income (loss), net of deferred income tax          
Unrealized appreciation (decline) in value of available-for-sale investments:          
Unrealized holding gains (losses) arising during period(77,244) 146,330
 (176,403)(21,013) (77,244) 146,330
Portion of other-than-temporary impairment losses recognized in other comprehensive income, net of deferred income tax(6,036) (320) (175)(352) (6,036) (320)
Reclassification of net realized gains, net of income taxes,
included in net income
(28,233) (65,104) (32,686)(56,361) (28,233) (65,104)
Foreign currency translation adjustments(34,110) (27,014) (2,789)(20,381) (34,111) (27,014)
Comprehensive income380,959
 875,152
 497,678
726,071
 380,958
 875,152
Net (income) loss attributable to noncontrolling interests11,156
 13,095
 
(131,440) 11,156
 13,095
Other comprehensive (income) loss attributable to noncontrolling interests265
 
 
68
 265
 
Comprehensive income available to Arch$392,380
 $888,247
 $497,678
$594,699
 $392,379
 $888,247




See Notes to Consolidated Financial Statements

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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN SHAREHOLDERS' EQUITY
(U.S. dollars in thousands)
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Non-cumulative preferred shares          
Balance at beginning and end of year$325,000
 $325,000
 $325,000
Balance at beginning of year$325,000
 $325,000
 $325,000
Series E preferred shares issued450,000
 
 
Series C preferred shares repurchased(2,445) 
 
Balance at end of year772,555
 325,000
 325,000
     
Convertible non-voting common equivalent preferred shares     
Balance at beginning of year
 
 
Series D preferred shares issued1,101,304
 
 
Balance at end of year1,101,304
 
 
          
Common shares          
Balance at beginning of year572
 565
 561
577
 572
 565
Common shares issued, net5
 7
 4
5
 5
 7
Balance at end of year577
 572
 565
582
 577
 572
          
Additional paid-in capital          
Balance at beginning of year383,073
 299,517
 227,778
467,339
 383,073
 299,517
Common shares issued, net10,576
 9,590
 8,237
11,919
 10,576
 9,590
Issue costs on Series E preferred shares(15,101) 
 
Exercise of stock options15,926
 18,662
 10,561
9,448
 15,926
 18,662
Amortization of share-based compensation56,096
 54,789
 49,237
56,581
 56,096
 54,789
Other1,668
 515
 3,704
1,501
 1,668
 515
Balance at end of year467,339
 383,073
 299,517
531,687
 467,339
 383,073
          
Retained earnings          
Balance at beginning of year6,854,571
 6,042,154
 5,354,361
7,332,032
 6,816,232
 6,042,154
Cumulative effect of an accounting change (1)
 
 (38,339)
Balance at beginning of year, as adjusted7,332,032
 6,816,232
 6,003,815
Net income526,582
 821,260
 709,731
824,178
 526,582
 821,260
Net (income) loss attributable to noncontrolling interests11,156
 13,095
 
(131,440) 11,156
 13,095
Preferred share dividends(21,938) (21,938) (21,938)(28,070) (21,938) (21,938)
Balance at end of year7,370,371
 6,854,571
 6,042,154
7,996,701
 7,332,032
 6,816,232
          
Accumulated other comprehensive income (loss)          
Balance at beginning of year128,856
 74,964
 287,017
(16,502) 128,856
 74,964
Unrealized appreciation (decline) in value of available-for-sale investments, net of deferred income tax:          
Balance at beginning of year161,598
 80,692
 289,956
50,085
 161,598
 80,692
Unrealized holding gains (losses) arising during period, net of reclassification adjustment(105,477) 81,226
 (209,089)(77,374) (105,477) 81,226
Portion of other-than-temporary impairment losses recognized in other
comprehensive income, net of deferred income tax
(6,036) (320) (175)(352) (6,036) (320)
Balance at end of year50,085
 161,598
 80,692
(27,641) 50,085
 161,598
Foreign currency translation adjustments, net of deferred income tax:          
Balance at beginning of year(32,742) (5,728) (2,939)(66,587) (32,742) (5,728)
Foreign currency translation adjustments(34,110) (27,014) (2,789)(20,381) (34,111) (27,014)
Foreign currency translation adjustments attributable to noncontrolling interests265
 
 
68
 266
 
Balance at end of year(66,587) (32,742) (5,728)(86,900) (66,587) (32,742)
Balance at end of year(16,502) 128,856
 74,964
(114,541) (16,502) 128,856
          
Common shares held in treasury, at cost          
Balance at beginning of year(1,562,019) (1,094,704) (1,025,839)(1,941,904) (1,562,019) (1,094,704)
Shares repurchased for treasury(379,885) (467,315) (68,865)(92,666) (379,885) (467,315)
Balance at end of year(1,941,904) (1,562,019) (1,094,704)(2,034,570) (1,941,904) (1,562,019)
          
Total shareholders’ equity available to Arch6,204,881
 6,130,053
 5,647,496
8,253,718
 6,166,542
 6,091,714
Non-redeemable noncontrolling interests738,831
 769,081
 
851,854
 738,831
 769,081
Total shareholders’ equity$6,943,712
 $6,899,134
 $5,647,496
$9,105,572
 $6,905,373
 $6,860,795

(1) See Note 1, “General,” for details.


See Notes to Consolidated Financial Statements

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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CASH FLOWS
(U.S. dollars in thousands)
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Operating Activities          
Net income$526,582
 $821,260
 $709,731
$824,178
 $526,582
 $821,260
Adjustments to reconcile net income to net cash provided by operating activities:          
Net realized losses (gains)149,961
 (127,511) (78,084)(178,507) 149,961
 (127,511)
Net impairment losses recognized in earnings20,116
 30,150
 3,786
30,442
 20,116
 30,150
Equity in net income or loss of investment funds accounted for using the
equity method and other income or loss
3,857
 13,340
 52,824
5,644
 3,857
 13,340
Share-based compensation56,096
 54,789
 49,237
56,581
 56,096
 54,789
Changes in:          
Reserve for losses and loss adjustment expenses, net of unpaid losses
and loss adjustment expenses recoverable
181,658
 156,211
 (29,393)372,244
 181,658
 156,211
Unearned premiums, net of prepaid reinsurance premiums83,626
 298,190
 205,415
Unearned premiums, net of ceded unearned premiums146,569
 83,626
 298,190
Premiums receivable(26,783) (217,035) (60,224)(71,613) (26,783) (217,035)
Deferred acquisition costs, net(29,008) (81,584) (75,948)
Deferred acquisition costs(38,597) (29,008) (81,584)
Reinsurance balances payable(5,885) 26,699
 6,830
31,542
 (5,885) 26,699
Other liabilities45,223
 101,757
 (29,989)222,069
 45,223
 101,757
Other items(7,537) (39,136) 96,683
(3,908) (7,537) (39,136)
Net Cash Provided By Operating Activities997,906
 1,037,130
 850,868
1,396,644
 997,906
 1,037,130
          
Investing Activities          
Purchases of fixed maturity investments(29,451,873) (28,745,279) (18,174,988)(35,532,810) (29,451,873) (28,745,279)
Purchases of equity securities(515,413) (520,817) (535,857)(665,702) (515,413) (520,817)
Purchases of other investments(1,749,525) (1,590,648) (994,185)(1,389,406) (1,749,525) (1,590,648)
Proceeds from sales of fixed maturity investments28,094,047
 26,823,189
 17,194,635
34,559,966
 28,094,047
 26,823,189
Proceeds from sales of equity securities564,011
 411,362
 462,787
751,728
 564,011
 411,362
Proceeds from sales, redemptions and maturities of other investments1,250,883
 941,798
 817,648
1,149,328
 1,250,883
 941,798
Proceeds from redemptions and maturities of fixed maturity investments748,529
 762,995
 731,708
755,007
 748,529
 762,995
Net settlements of derivative instruments(5,056) 34,372
 14,494
(17,068) (5,056) 34,372
Proceeds from investment in joint venture40,000
 
 

 40,000
 
Net sales (purchases) of short-term investments169,095
 577,126
 (750,613)(123,410) 169,095
 577,126
Change in cash collateral related to securities lending(6,662) 57,470
 (55,643)(155,248) (6,662) 57,470
Purchase of business, net of cash acquired818
 (237,106) 
Acquisitions, net of cash(1,992,720) 818
 (237,106)
Purchases of fixed assets(15,736) (19,883) (17,499)(15,303) (15,736) (19,883)
Change in other assets(36,993) 
 
(45,905) (36,993) 
Net Cash Used For Investing Activities(913,875) (1,505,421) (1,307,513)(2,721,543) (913,875) (1,505,421)
          
Financing Activities          
Proceeds from issuance of preferred shares, net434,899
 
 
Purchases of common shares under share repurchase program(365,383) (454,137) (57,796)(75,256) (365,383) (454,137)
Proceeds from common shares issued, net4,861
 6,827
 3,051
(2,418) 4,861
 6,827
Proceeds from borrowings431,362
 
 494,228
1,386,741
 431,362
 
Repayments of borrowings(219,171) 
 
Change in cash collateral related to securities lending6,662
 (57,470) 55,643
155,248
 6,662
 (57,470)
Third party investment in non-redeemable noncontrolling interests
 796,903
 

 
 796,903
Third party investment in redeemable noncontrolling interests
 219,233
 

 
 219,233
Dividends paid to redeemable noncontrolling interests(18,307) (14,448) 
(17,989) (18,307) (14,448)
Other(41,913) 64,973
 50,830
1,685
 (41,913) 64,973
Preferred dividends paid(21,938) (21,938) (21,938)(28,070) (21,938) (21,938)
Net Cash Provided By (Used For) Financing Activities(4,656) 539,943
 524,018
1,635,669
 (4,656) 539,943
          
Effects of exchange rate changes on foreign currency cash(11,751) (20,007) (4,357)(21,154) (11,751) (20,007)
          
Increase in cash67,624
 51,645
 63,016
289,616
 67,624
 51,645
Cash beginning of year485,702
 434,057
 371,041
553,326
 485,702
 434,057
Cash end of year$553,326
 $485,702
 $434,057
$842,942
 $553,326
 $485,702
          
Income taxes paid$40,273
 $20,923
 $15,288
$50,621
 $40,273
 $20,923
Interest paid$52,728
 $46,429
 $23,733
$63,288
 $52,728
 $46,429
Non-cash consideration paid in convertible non-voting common equivalent preferred shares$1,101,304
 $
 $

See Notes to Consolidated Financial Statements

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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



1.    General
Arch Capital Group Ltd. (“ACGL”) is a Bermuda public limited liability company which provides insurance and reinsurance on a worldwide basis through its wholly owned subsidiaries. ACGL was formed in September 2000 and became the sole shareholder of Arch Capital Group (U.S.) Inc. (“Arch-U.S.”) pursuant to an internal reorganization transaction completed in November 2000. In October 2001, ACGL launched an underwriting initiative to meet current and future demand in the global insurance and reinsurance markets that included the recruitment of new management teams and an equity capital infusion of $763.2 million.
As used herein, the “Company” means ACGL and its subsidiaries. Similarly, “Common Shares” means the common shares, par value $0.0033, of ACGL. The Company’s consolidated financial statements include the results of Watford Holdings Ltd., and its wholly owned subsidiaries (“Watford Re”). See Note 4.
The Company has reclassified the presentation of certain prior year information to conform to the current presentation. Such reclassifications had no effect on the Company’s net income, shareholders’ equity or cash flows. Tabular amounts are in U.S. Dollars in thousands, except share amounts, unless otherwise noted.
Change in Accounting
Deferred Acquisition Costs. In the 2016 fourth quarter, the Company adopted a change in accounting principle related to the capitalization of certain components of acquisition-related costs. Under the new method, the Company’s insurance and reinsurance operations will only capitalize incremental direct external costs that result from acquiring a contract (i.e., commissions and premium taxes) and will not capitalize certain salaries, benefits and other internal underwriting costs. Historically, the Company capitalized both types of costs for its insurance and reinsurance operations. For the Company’s mortgage insurance operations, which include a substantial direct sales force, both external and internal direct costs will continue to be capitalized.
The Company believes that this change in accounting principle is preferable as it will allow for consistency with peer insurance and reinsurance companies, which the Company believes do not capitalize certain salaries, benefits and other internal underwriting costs. We have retrospectively applied this change in accounting principle to all prior periods. As of January 1, 2014, the cumulative effect of the change resulted in a decrease of $38.3 million in retained earnings with a $50.6 million reduction in deferred acquisition costs and a $12.3 million increase in other assets related to deferred taxes. As of December 31, 2015, this resulted in a $57.3 million reduction
in deferred acquisition costs and a $14.1 million increase in other assets related to deferred taxes. As the impact to the consolidated statements of income for the annual and quarterly periods from January 1, 2014 through September 30, 2016 was not material, the consolidated balance sheet for December 31, 2015 was amended to reflect the January 1, 2014 impact while the consolidated statements of income were not amended to reflect this change in accounting principle. Instead, the Company recorded an out-of-period charge in other operating expenses of $9.4 million and $6.6 million in the 2016 fourth quarter (unaudited) and year ended December 31, 2016, respectively, or $0.07 and $0.05 on a quarterly (unaudited) and annual diluted earnings per share basis, respectively. This item had no impact on cash provided by (used for) operating, investing or financing activities.
2.    BusinessesBusiness Acquired
United Guaranty Corporation
On December 31, 2016, the Company’s U.S.-based subsidiaries completed the acquisition of all of the issued and outstanding shares of capital stock of United Guaranty Corporation, a North Carolina corporation (“UGC”) pursuant to the Stock Purchase Agreement with American International Group, Inc. (“AIG”) entered into on August 15, 2016 (“Stock Purchase Agreement”). The acquisition under the Stock Purchase Agreement is referred to herein as the “UGC acquisition.”
The UGC acquisition expanded the scale of the Company’s existing mortgage insurance business by combining UGC’s position as the market leader in the U.S. private mortgage insurance industry with the Company’s financial strength and history of innovation.
The aggregate purchase price paid by the Company was $3.26 billion, consisting of cash consideration of $2.16 billion and convertible non-voting common equivalent preferred shares of ACGL with a fair value of $1.1 billion. In connection with the UGC acquisition, the 50% quota share reinsurance agreement between United Guaranty Residential Insurance Company (“UGRIC”) and three subsidiaries of AIG relating to policy years 2014, 2015 and 2016 was amended to terminate on a run-off basis as of 12:01 a.m. on January 1, 2017.


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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The following table summarizes the fair value of net assets acquired and allocation of purchase price, measured as of the acquisition date:

  Total Useful Life
Purchase price    
Cash paid $2,159,524
  
Convertible non-voting common equivalent preferred shares (1) 1,101,304
  
Total purchase price (a) $3,260,828
  
     
Assets acquired    
Cash $187,715
  
Investments, at fair value 3,404,267
  
Accrued investment income 33,770
  
Premiums receivable 34,545
  
Reinsurance recoverable on unpaid and paid losses and loss adjustment expenses 27,280
  
Ceded unearned premiums 302,090
  
Intangible asset -- acquired insurance contracts 350,000
 9 years
Intangible asset -- distribution relationships 115,000
 20 years
Intangible asset -- operating platform 15,000
 5 years
Intangible asset -- insurance licenses 27,000
 Indefinite
Other assets acquired 133,222
  
Total assets acquired 4,629,889
  
     
Liabilities acquired    
Reserves for losses and loss adjustment expenses $577,268
  
Unearned premiums 837,175
  
Reinsurance balances payable 49,295
  
Other liabilities acquired 94,081
  
Total liabilities acquired 1,557,819
  
Net assets acquired (b) $3,072,070
  
Goodwill (a)-(b) $188,758
  
(1) Based upon a formula set forth in the Stock Purchase Agreement, AIG received 1,276,282 of ACGL’s convertible non-voting common equivalent preferred shares, each of which is convertible into 10 shares of ACGL fully paid non-assessable common stock. The Company has determined that, based on a review of the terms, features and rights of the Company’s non-voting common equivalent preferred shares compared to the rights of the Company’s common shareholders, the underlying 12,762,820 common shares that the convertible securities convert to were common share equivalents at the time of their issuance. See Note 19 for further details.
UGC, based in Greensboro, North Carolina, operates its U.S. business through its primary operating subsidiaries, UGRIC, which is licensed and operates in all 50 states, the District of Colombia and Puerto Rico, and United Guaranty Mortgage Indemnity Company (“UGMIC”), which is licensed in 48 states and the District of Columbia.
The Company recognized goodwill of $188.8 million that is primarily attributed to UGC’s assembled workforce, access to the mortgage insurance market and additional synergies to be realized in the future. Under U.S. tax principles, the UGC
acquisition was structured as a deemed asset acquisition under Internal Revenue Code Section 338(h)(10). As an asset acquisition, the tax bases in the acquired assets were adjusted to fair market value. Any remaining purchase price was allocated to intangible assets and goodwill, which are amortizable over 15 years. The Company estimated that $126.9 million of goodwill along with each of the identified intangible assets was expected to be deductible for tax purposes at December 31, 2016. The Company includes the operations of UGC in its mortgage segment (see Note 5).
Supplemental Pro Forma Information
The following table presents unaudited pro forma consolidated information for the years ended December 31, 2016 and 2015 and assumes the UGC acquisition occurred on January 1, 2015. The pro forma financial information is presented for informational purposes only and does not necessarily reflect the results that would have occurred had the acquisition taken place on January 1, 2015, nor is it necessarily indicative of future results. Significant adjustments used to determine the pro forma results below include amortization of intangible assets and financing adjustments related to the Company’s issuance of senior notes, revolving credit agreement borrowings and preferred shares, and the corresponding income tax effects. Non-recurring transaction costs have been included in the unaudited pro forma results in the 2015 period.
 Unaudited Pro Forma
 Year Ended December 31,
 2016 2015
Total revenues$5,311,729
 $4,840,084
Net income available to Arch common shareholders$913,882
 $718,463
Net income per common share and common share equivalent   
Basic$6.84 $5.34
Diluted$6.65 $5.18
Gulf Re Holdings Limited
In May 2008, the Company provided $100.0 million of funding to Gulf Reinsurance Limited, a wholly owned subsidiary of Gulf Re Holdings Limited (collectively, “Gulf Re”), pursuant to the joint venture agreement with Gulf Investment Corporation GSC (“GIC”). Under the agreement, Arch Re Bermuda and GIC each owned 50% of Gulf Re. The Company entered into a number of strategic initiatives related to Gulf Re in the 2014 fourth quarter, including an agreement to acquire complete ownership and effective control of Gulf Re. Such agreement was approved by the Dubai Financial Services Authority in April 2015 and the transaction closed on May 14, 2015. Pursuant to the agreement, Gulf Re distributed $130.6 million in total to the Company and GIC, and Gulf Re maintained $50.7 million of equity capital. The Company purchased GIC’s remaining investment in Gulf Re for $25.6


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million through a transfer of fixed maturity investments. GIC will continuecontinues to participate equally with the Company in the financial results of Gulf Re and have the ability to purchase shares in Gulf Re over the next seven years. The acquisition resulted in no goodwill or other intangible assets as the fair value of Gulf Re was equal to its book value at closing.
Mortgage Insurance Operations
On January 30, 2014, the Company’s U.S.-based subsidiaries completed the acquisition of CMG Mortgage Insurance Company and its affiliated mortgage insurance companies (the “CMG Entities”) through a stock purchase agreement (“SPA”) from its previous owners, PMI Mortgage Insurance Co., in Rehabilitation (“PMI”) and CMFG Life Insurance Company (“CUNA Mutual”). In addition, the Company entered into a distribution agreement with CUNA Mutual and a reinsurance agreement with an affiliate of CUNA Mutual. CMG Mortgage Insurance Company has been renamed “Arch Mortgage Insurance Company” (“Arch MI U.S.”). As part of the transaction, Arch MI U.S. obtained approval as an eligible mortgage insurer from Federal National Mortgage Association and Federal Home Loan Mortgage Corporation (each a government sponsored enterprise or “GSE”), subject to maintaining certain ongoing requirements.
In addition, through an asset purchase agreement (“APA”) with PMI, the Company acquired the mortgage insurance operating platform of PMI, 100% of the capital stock of PMI Mortgage Assurance Co., a mortgage insurance company licensed in all 50 states (renamed Arch Mortgage Guaranty Company), and entered into a quota share reinsurance agreement pursuant to which Arch Reinsurance Ltd. (“Arch Re Bermuda”) agreed to provide 100% quota share indemnity reinsurance to PMI for all certificates of insurance that were issued by PMI between and including January 1, 2009 and December 31, 2011 that were not in default as of an agreed upon effective date. Other than this quota share, no PMI legacy exposures were assumed in the transaction. As part of the transaction, the Company entered into a services agreement with PMI to provide certain necessary operational services to administer the run-off of PMI’s legacy business at the direction of PMI. Arch MI U.S. also entered into a quota share reinsurance agreement whereby it will cede to an affiliate of PMI 20% of all new primary flow mortgage insurance business post-closing (both credit union and non-credit union business) on the first $25 billion in original loan amounts, on a funds-withheld basis.

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The completion of the SPA and APA transactions enabled the Company to enter the U.S. mortgage insurance marketplace and serve all lenders nationwide. The arrangements with CUNA Mutual also provided a seamless transition and enabled the Company to provide uninterrupted access and services to the credit union marketplace.
At closing, the Company paid aggregate consideration of $160.6 million (80% of the actual closing date book value of the CMG Entities) under the SPA and $84.6 million under the APA. Additionally, the SPA contains provisions for contingent consideration payments, subject to an overall maximum payment of 150% of closing book value of the pre-closing portfolio of the CMG Entities as re-calculated over an earn-out period and payable at the third, fifth and sixth anniversaries after closing (subject to a one time extension period of one to three years at the sellers’ discretion). The maximum amount of contingent consideration payments is $136.9 million. To the extent that the adjusted book value of the CMG Entities drops below the cumulative amount paid by the Company, no additional payments would be due. To determine the fair value of the contingent consideration liability, the Company estimated future payments using a weighted average cost of capital approach at a rate of return of 15% which reflects the industry-weighted average rate of return on debt and equity as required by market participants. The fair value of the contingent consideration liability was $41.8 million at closing. The contingent consideration liability, which is included in ‘other liabilities’ in the consolidated balance sheets, is remeasured at fair value at each balance sheet date ($95.0 million at December 31, 2015) until the contingency is resolved with changes in fair value recognized in ‘net realized gains (losses).’
The following table summarizes the fair value of net assets acquired and allocation of purchase price, measured as of the acquisition date:
  Total Useful Life
Purchase price    
Cash paid $245,157
  
Contingent consideration liability 41,762
  
Total purchase price (a) $286,919
  
     
Assets acquired    
Cash $9,579
  
Investments, at fair value 312,093
  
Intangible asset -- acquired insurance contracts 46,473
 5 years
Intangible asset -- operating platform 29,900
 5 years
Intangible asset -- favorable lease contract 1,056
 5 years
Intangible asset -- insurance licenses 16,858
 Indefinite
Other assets acquired 21,691
  
Total assets acquired 437,650
  
     
Liabilities acquired    
Reserves for losses and loss adjustment expenses $121,572
  
Unearned premiums 26,261
  
Intangible liability -- unfavorable service contract 9,533
 9 years
Other liabilities acquired 7,217
  
Total liabilities acquired 164,583
  
Net assets acquired (b) $273,067
  
Goodwill (a)-(b) $13,852
  
From the acquisition date to December 31, 2014, the Company recorded amortization expense of $20.1 million related to net intangible assets acquired. The Company recognized goodwill of $13.9 million that is primarily attributed to PMI’s assembled workforce, access to the mortgage insurance market and additional synergies to be realized in the future. Under U.S. tax principles, which differentiate between taxable and non-taxable business combinations, the Company estimated that $48.0 million of goodwill was expected to be deductible for tax purposes at December 31, 2014. The Company includes the operations of Arch MI U.S. in its mortgage segment (see Note 5).


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3.    Significant Accounting Policies
(a) Basis of Presentation
The consolidated financial statements have been prepared in conformity with accounting principles generally accepted in the United States of America (“GAAP”) and include the accounts of ACGL and its subsidiaries, including Arch Re Bermuda, Arch Reinsurance Company (“Arch Re U.S.”), Arch-U.S., Arch Insurance Company, Arch Specialty Insurance Company, Arch Excess & Surplus Insurance Company, Arch Indemnity Insurance Company, Arch Insurance Canada Ltd. (“Arch Insurance Canada”), Alternative Re Limited, Arch Reinsurance Europe Underwriting Designated Activity Company (“Arch Re Europe”), Arch MI U.S.Mortgage Insurance Company (“AMIC”), Arch Mortgage Guaranty Company, UGRIC, UGMIC, Arch Mortgage Insurance Designated Activity Company (“Arch MI Europe”), Arch Insurance Company (Europe) Limited (“Arch Insurance Company Europe”), Lloyd’s of London syndicate 2012 and related companies (“Arch Syndicate 2012”), Gulf Re and Watford Re. All significant intercompany transactions and balances have been eliminated in consolidation. The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results could differ from those estimates and assumptions.
(b) Premium Revenues and Related Expenses
Insurance. Insurance premiums written are generally recorded at the policy inception and are primarily earned on a pro rata basis over the terms of the policies for all products, usually 12 months. Premiums written include estimates in the Company’s programs, specialty lines, lenders products business and for participation in involuntary pools. Such premium estimates are derived from multiple sources which include the historical experience of the underlying business, similar business and available industry information. Unearned premium reserves represent the portion of premiums written that relates to the unexpired terms of in-force insurance policies.
Reinsurance. Reinsurance premiums written include amounts reported by brokers and ceding companies, supplemented by the Company’s own estimates of premiums where reports have not been received. The determination of premium estimates
requires a review of the Company’s experience with the ceding companies, familiarity with each market, the timing of the reported information, an analysis and understanding of the characteristics of each line of business, and management’s judgment of the impact of various factors, including premium or loss trends, on the volume of business written and ceded to the Company. On an ongoing basis, the Company’s underwriters review the amounts reported by these third parties for reasonableness based on their experience and knowledge of the subject class of business, taking into account the Company’s historical experience with the brokers or ceding companies. In addition, reinsurance contracts under which the Company assumes business generally contain specific provisions which allow the Company to perform audits of the ceding company to ensure compliance with the terms and conditions of the contract, including accurate and timely reporting of information. Based on a review of all available information, management establishes premium estimates where reports have not been received. Premium estimates are updated when new information is received and differences between such estimates and actual amounts are recorded in the period in which estimates are changed or the actual amounts are determined.
Reinsurance premiums written are recorded based on the type of contracts the Company writes. Premiums on the Company’s excess of loss and pro rata reinsurance contracts are estimated when the business is underwritten. For excess of loss contracts, premiums are recorded as written based on the terms of the contract. Estimates of premiums written under pro rata contracts are recorded in the period in which the underlying risks are expected to incept and are based on information provided by the brokers and the ceding companies. For multi-year reinsurance treaties which are payable in annual installments, generally, only the initial annual installment is included as premiums written at policy inception due to the ability of the reinsured to commute or cancel coverage during the term of the policy. The remaining annual installments are included as premiums written at each successive anniversary date within the multi-year term.
Reinstatement premiums for the Company’s insurance and reinsurance operations are recognized at the time a loss event occurs, where coverage limits for the remaining life of the contract are reinstated under pre-defined contract terms. Reinstatement premiums, if obligatory, are fully earned when recognized. The accrual of reinstatement premiums is based on an estimate of losses and loss adjustment expenses, which reflects management’s judgment.

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Premium estimates are reviewed by management at least quarterly. Such review includes a comparison of actual reported premiums to expected ultimate premiums along with a review of the aging and collection of premium estimates. Based on management’s review, the appropriateness of the premium estimates is evaluated, and any adjustment to these estimates is recorded in the period in which it becomes known. Adjustments


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to premium estimates could be material and such adjustments could directly and significantly impact earnings favorably or unfavorably in the period they are determined because the estimated premium may be fully or substantially earned. A significant portion of amounts included as premiums receivable, which represent estimated premiums written, net of commissions, are not currently due based on the terms of the underlying contracts.
Reinsurance premiums written, irrespective of the class of business, are generally earned on a pro rata basis over the terms of the underlying policies or reinsurance contracts. Contracts and policies written on a “losses occurring” basis cover claims that may occur during the term of the contract or policy, which is typically 12 months. Accordingly, the premium is earned evenly over the term. Contracts which are written on a “risks attaching” basis cover claims which attach to the underlying insurance policies written during the terms of such contracts. Premiums earned on such contracts usually extend beyond the original term of the reinsurance contract, typically resulting in recognition of premiums earned over a 24-month period. Certain of the Company’s reinsurance contracts include provisions that adjust premiums or acquisition expenses based upon the experience under the contracts. Premiums written and earned, as well as related acquisition expenses, are recorded based upon the projected experience under such contracts.
The Company also writes certain reinsurance business that is intended to provide insurers with risk management solutions that complement traditional reinsurance. Under these contracts, the Company assumes a measured amount of insurance risk in exchange for an anticipated margin, which is typically lower than on traditional reinsurance contracts. The terms and conditions of these contracts may include additional or return premiums based on loss experience, loss corridors, sublimits and caps. Examples of such business include aggregate stop-loss coverages, financial quota share coverages and multi-year retrospectively rated excess of loss coverages. If these contracts are deemed to transfer risk, they are accounted for as reinsurance. Otherwise, such contracts are accounted for under the deposit method.
Mortgage. Mortgage guaranty insurance policies are contracts that are generally non-cancelable by the insurer, are renewable at a fixed price, and provide for payment of premiums on a monthly, annual or single basis. Upon renewal, the Company is not able to re-underwrite or re-price its policies. Consistent with industry accounting practices, premiums written on a monthly basis are earned as coverage is provided. Premiums written on an annual basis are amortized on a monthly pro rata basis over the year of coverage. Primary mortgage insurance premiums written on policies covering more than one year are referred to as single premiums. A portion of the revenue from single premiums is recognized in premiums earned in the current period, and the remaining portion is deferred as unearned premiums and earned over the estimated expiration
of risk of the policy. If single premium policies related to insured loans are canceled due to repayment by the borrower and the policy is a non-refundable product, the remaining unearned premium related to each canceled policy is recognized as earned premium upon notification of the cancellation.
Unearned premiums represent the portion of premiums written that is applicable to the estimated unexpired risk of insured loans. A portion of premium payments may be refundable if the insured cancels coverage, which generally occurs when the loan is repaid, the loan amortizes to a sufficiently low amount to trigger a lender permitted or legally required cancellation, or the value of the property has increased sufficiently in accordance with the terms of the contract. Premium refunds reduce premiums earned in the consolidated statements of income. Generally, only unearned premiums are refundable. However, when the Company pays a claim on a delinquent loan, all servicer paid premiums received on the delinquent loan covering any period after the default date will be refunded, in accordance with the terms of the contract.
Acquisition Costs. Acquisition expenses and other expenses related to the Company’s underwriting operationscosts that vary with, and are directly related and incremental to the successful acquisition or renewal of business are deferred and amortized based on the type of contract. The Company’s insurance and reinsurance operations capitalize incremental direct external costs that result from acquiring a contract but do not capitalize salaries, benefits and other internal underwriting costs. For the Company’s mortgage insurance operations, which include a substantial direct sales force, both external and certain internal direct costs are deferred and amortized. For property and casualty insurance and reinsurance contracts, deferred acquisition costs are amortized over the period in which the related premiums are earned. Consistent with mortgage insurance industry accounting practice, amortization of acquisition costs related to the mortgage insurance contracts for each underwriting year’s book of business is recorded in proportion to estimated gross profits. Estimated gross profits are comprised of earned premiums and losses and loss adjustment expenses. For each underwriting year, the Company estimates the rate of amortization to reflect actual experience and any changes to persistency or loss development.
Acquisition expenses, net of ceding commissions received from reinsurers, consist principally of commissions and premium taxes paid to obtain the Company’s business. Other operating expenses also include expenses that vary with, and

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are directly related to, the successful acquisition of business. Deferred acquisition costs are carried at their estimated realizable value and take into account anticipated losses and loss adjustment expenses, based on historical and current experience, and anticipated investment income.
A premium deficiency occurs if the sum of anticipated losses and loss adjustment expenses, unamortized acquisition costs and maintenance costs exceed unearned premiums (including expected future premiums) and anticipated investment income. A premium deficiency reserve (“PDR”) is recorded by charging any unamortized acquisition costs to expense to the extent required in order to eliminate the deficiency. If the premium


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deficiency exceeds unamortized acquisition costs then a liability is accrued for the excess deficiency.
To assess the need for a PDR on mortgage exposures, the Company develops loss projections based on modeled loan defaults related to its current policies in force. This projection is based on recent trends in default experience, severity and rates of defaulted loans moving to claim, as well as recent trends in the rate at which loans are prepaid. Evaluating the expected profitability of the Company’s existing mortgage insurance business and the need for a PDR for its mortgage business involves significant reliance upon assumptions and estimates with regard to the likelihood, magnitude and timing of potential losses and premium revenues.
No premium deficiency charges were recorded by the Company during 2016, 2015 2014 or 2013.2014.
(c) Deposit Accounting
Certain assumed reinsurance contracts that are deemed not to transfer insurance risk, are accounted for using the deposit method of accounting. However, it is possible that the Company could incur financial losses on such contracts. Management exercises significant judgment in the assumptions used in determining whether assumed contracts should be accounted for as reinsurance contracts or deposit contracts. For those contracts that contain only significant underwriting risk, the estimated profit margin is deferred and amortized over the contract period and such amount is included in the Company’s underwriting results. When the estimated profit margin is explicit, the margin is reflected as other underwriting income and any adverse financial results on such contracts are reflected as incurred losses. When the estimated profit margin is implicit, the margin is reflected as an offset to paid losses and any adverse financial results on such contracts are reflected as incurred losses. Additional judgments are required when applying the accounting guidance with respect to the revenue recognition criteria for contracts deemed to transfer only significant underwriting risk. For those contracts that contain only significant timing risk, an accretion rate is established at inception of the contract based on actuarial estimates whereby the deposit accounting liability is increased to the estimated amount payable over the contract term. The accretion on the deposit is based on the expected rate of return required to fund the expected future payment obligations. Periodically the Company reassesses the estimated ultimate liability and the related expected rate of return. The accretion of the deposit accounting liability as well as changes to the estimated ultimate liability and the accretion rate would be reflected as part of interest expense in the Company’s results of operations. Any negative accretion in a deposit accounting liability is shown in other underwriting income in the Company’s results of operations.
Deposit accounting liabilities totaled $260.4$22.2 million and $327.4$260.4 million, respectively, at December 31, 20152016 and 2014.2015. Under some of these contracts, the ceding company retains the related assets on a funds-held basis. In those instances, the Company records the asset as a deposit accounting asset. Deposit accounting assets of $234.5 million and $284.4 million, respectively, at December 31, 2015 and 2014Such amounts are included in “Other assets” on the Company’s balance sheet. Interest income produced by those assets are recorded as part of net investment income in the Company's results of operations.
(d) Retroactive Accounting
Retroactive reinsurance reimburses a ceding company for liabilities incurred as a result of past insurable events covered by the underlying policies reinsured. In certain instances, reinsurance contracts cover losses both on a prospective basis and on a retroactive basis and, accordingly, the Company bifurcates the prospective and retrospective elements of these reinsurance contracts and accounts for each element separately where practical. Underwriting income generated in connection with retroactive reinsurance contracts is deferred and amortized into income over the settlement period while losses are charged to income immediately. Subsequent changes in estimated or actual cash flows under such retroactive reinsurance contracts are accounted for by adjusting the previously deferred amount to the balance that would have existed had the revised estimate been available at the inception of the reinsurance transaction, with a corresponding charge or credit to income.

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(e) Reinsurance Ceded
In the normal course of business, the Company purchases reinsurance to increase capacity and to limit the impact of individual losses and events on its underwriting results by reinsuring certain levels of risk with other insurance enterprises or reinsurers. The Company uses pro rata, excess of loss and facultative reinsurance contracts. Reinsurance ceding commissions that represent a recovery of acquisition costs are recognized as a reduction to acquisition costs on a pro rata basis over the period of risk while the remaining portion of such commissions that will be earned in the future is deferred. The accompanying consolidated statement of income reflects premiums and losses and loss adjustment expenses and acquisition costs, net of reinsurance ceded. See Note 78 for information on the Company's reinsurance usage. Ceded unearned premiums are reported as prepaid reinsurance premiums and estimated amounts of reinsurance recoverable on unpaid losses are reported as unpaid losses and loss adjustment expenses recoverable. Reinsurance premiums ceded and unpaid losses and loss adjustment expenses recoverable are estimated in a manner consistent with that of the original policies issued and the terms of the reinsurance contracts. If the reinsurers are unable to satisfy their obligations under the agreements, the Company’s insurance or reinsurance subsidiaries would be liable for such defaulted amounts.
(f) Cash
Cash includes cash equivalents, which are investments with original maturities of three months or less that are not managed by external or internal investment advisors.


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(g) Investments
The Company currently classifies substantially all of its fixed maturity investments, equity securities and short-term investments as “available for sale” and, accordingly, they are carried at estimated fair value (also known as fair value) with the changes in fair value recorded as an unrealized gain or loss component of accumulated other comprehensive income in shareholders’ equity. The fair value of fixed maturity securities and equity securities is generally determined from quotations received from nationally recognized pricing services, or when such prices are not available, by reference to broker or underwriter bid indications. Short-term investments comprise securities due to mature within one year of the date of issue. Short-term investments include certain cash equivalents which are part of investment portfolios under the management of external and internal investment managers.
The Company participates in a securities lending program as a mechanism for generating additional interest income on its fixed income portfolio. Under the security lending agreements, certain of its fixed income portfolio securities are loaned to third parties, primarily major brokerage firms, for short periods of time through a lending agent. Such securities have been reclassified as “Fixed maturities and short-term investments pledged under securities lending agreements, at fair value.” The Company maintains legal control over the securities it lends, retains the earnings and cash flows associated with the loaned securities and receives a fee from the borrower for the temporary use of the securities. Collateral received is required at a rate of 102% or greater of the fair value of the loaned securities including accrued investment income and is monitored and maintained by the lending agent. Such collateral is reflected as “Collateral received under securities lending agreements, at fair value.”
The Company’s investment portfolio includes certain funds that, due to their ownership structure, are accounted for by the Company using the equity method. In applying the equity method, these investments are initially recorded at cost and are subsequently adjusted based on the Company’s proportionate share of the net income or loss of the funds (which include changes in the fair value of the underlying securities in the funds). Such investments are generally recorded on a one to three month lag based on the availability of reports from the investment funds. Changes in the carrying value of such investments are recorded in net income as “Equity in net income (loss) of investment funds accounted for using the equity method.” As such, fluctuations in the carrying value of the investment funds accounted for using the equity method may increase the volatility of the Company’s reported results of operations.
Other investments include funds and separately managed accounts with holdings in Asian and emerging markets, fixed maturities, term loans and other investment strategies. The fair
value for certain of the Company’s other investments are determined using net asset values (“NAVs”) as advised by external fund managers. The NAV is based on the fund manager’s valuation of the underlying holdings in accordance with the fund’s governing documents. Certain of the funds are accounted for as available for sale equity securities, regardless of the nature of the investments held within the fund.

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The Company elected to carry certain fixed maturity securities, equity securities and other investments at fair value under the fair value option afforded by accounting guidance regarding the fair value option for financial assets and liabilities. Changes in fair value of investments accounted for using the fair value option are included in “Net realized gains (losses).” The primary reasons for electing the fair value option were to address simplification and cost-benefit considerations.
The Company invests in limited partner interests and shares of limited liability companies. Such amounts are included in investments accounted for using the equity method, other investments available for sale and investments accounted for using the fair value option. These investments can often have characteristics of a variable interest entity (“VIE”). A VIE refers to entities that have characteristics such as (i) insufficient equity at risk to allow the entity to finance its activities without additional financial support or (ii) instances where the equity investors, as a group, do not have the characteristic of a controlling financial interest. If the Company is determined to be the primary beneficiary, it is required to consolidate the VIE. The primary beneficiary is defined as the variable interest holder that is determined to have the controlling financial interest as a result of having both (i) the power to direct the activities of a VIE that most significantly impact the economic performance of the VIE and (ii) the obligation to absorb losses or right to receive benefits from the VIE that could potentially be significant to the VIE. At inception of the VIE as well as on an ongoing basis, the Company determines whether it is the primary beneficiary based on an analysis of the Company’s level of involvement in the VIE, the contractual terms, and the overall structure of the VIE. The Company's maximum exposure to loss with respect to these investments is limited to the investment carrying amounts reported in the Company's consolidated balance sheet and any unfunded commitment.
The Company performs quarterly reviews of its investments to determine whether declines in fair value below the cost basis are considered other-than-temporary in accordance with applicable accounting guidance regarding the recognition and presentation of other-than-temporary impairments (“OTTI”). The process of determining whether a security is other-than-temporarily impaired requires judgment and involves analyzing many factors. These factors include (i) an analysis of the liquidity, business prospects and overall financial condition of the issuer, (ii) the time period in which there was a significant decline in value, (iii) the significance of the decline and (iv) the analysis of specific credit events. The Company evaluates the


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unrealized losses of its equity securities by issuer and forecasts a reasonable period of time by which the fair value of the securities would increase and the Company would recover its cost. If the Company is unable to forecast a reasonable period of time in which to recover the cost of its equity securities, a net impairment loss in earnings equivalent to the entire unrealized loss is recognized.
When there are credit-related losses associated with debt securities for which the Company does not have an intent to sell and it is more likely than not that it will not be required to sell the security before recovery of its cost basis, the amount of the OTTI related to a credit loss is recognized in earnings and the amount of the OTTI related to other factors (e.g., interest rates, market conditions, etc.) is recorded as a component of other comprehensive income (loss). The amount of the credit loss of an impaired debt security is the difference between the amortized cost and the greater of (i) the present value of expected future cash flows and (ii) the fair value of the security. In instances where no credit loss exists but it is more likely than not that the Company will have to sell the debt security prior to the anticipated recovery, the decline in fair value below amortized cost is recognized as an OTTI in earnings. In periods after the recognition of an OTTI on debt securities, the Company accounts for such securities as if they had been purchased on the measurement date of the OTTI at an amortized cost basis equal to the previous amortized cost basis less the OTTI recognized in earnings. For debt securities for which OTTI were recognized in earnings, the difference between the new amortized cost basis and the cash flows expected to be collected will be accreted or amortized into net investment income. See Note 8,9, “Investment Information—Other-Than-Temporary Impairments” for additional information.
Net investment income includes interest and dividend income together with amortization of market premiums and discounts and is net of investment management and custody fees. Anticipated prepayments and expected maturities are used in applying the interest method for certain investments such as mortgage and other asset-backed securities. When actual prepayments differ significantly from anticipated prepayments, the effective yield is recalculated to reflect actual payments to date and anticipated future payments. The net investment in such securities is adjusted to the amount that would have existed had the new effective yield been applied since the acquisition of the security. Such adjustments, if any, are included in net investment income when determined.
Investment gains or losses realized on the sale of investments, except for certain fund investments, are determined on a first-in, first-out basis and are reflected in net income. InvestmentsInvestment gains or losses realized on the sale of certain fund

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investments are determined on an average cost basis. Unrealized appreciation or decline in the value of available for sale securities, which are carried at fair value, is excluded from net income and recorded as a separate component of accumulated
other comprehensive income, net of applicable deferred income tax.
(h) Derivative Instruments
The Company recognizes all derivative instruments, including embedded derivative instruments, at fair value in the Consolidated Balance Sheets.its consolidated balance sheets. The Company employs the use of derivative instruments within its operations to mitigate risks arising from assets and liabilities held in foreign currencies as well as part of its overall investment strategy. For such instruments, changes in assets and liabilities measured at fair value are recorded as “Net realized gains” in the consolidated statements of income. In addition, the Company’s derivative instruments include amounts related to underwriting activities where an insurance or reinsurance contract meets the accounting definition of a derivative instrument. For such contracts, changes in fair value are reflected in “Other underwriting income” in the consolidated statements of income as the underlying contract originates from the Company’s underwriting operations. For the periods ended 2016, 2015, 2014, and 2013,2014, the Company did not designate any derivative instruments as hedges under the relevant accounting guidance. See Note 1011 for information on the Company’s derivative instruments.
(i) Reserves for Losses and Loss Adjustment Expenses
Insurance and Reinsurance. The reserve for losses and loss adjustment expenses consists of estimates of unpaid reported losses and loss adjustment expenses and estimates for losses incurred but not reported. The reserve for unpaid reported losses and loss adjustment expenses, established by management based on reports from ceding companies and claims from insureds, excludes estimates of amounts related to losses under high deductible policies, and represents the estimated ultimate cost of events or conditions that have been reported to or specifically identified by the Company. Such reserves are supplemented by management’s estimates of reserves for losses incurred for which reports or claims have not been received. The Company’s reserves are based on a combination of reserving methods, incorporating both Company and industry loss development patterns. The Company selects the initial expected loss and loss adjustment expense ratios based on information derived by its underwriters and actuaries during the initial pricing of the business, supplemented by industry data where appropriate. Such ratios consider, among other things, rate changes and changes in terms and conditions that have been observed in the market. These estimates are reviewed regularly and, as experience develops and new information becomes known, the reserves are adjusted as necessary. Such adjustments, if any, are reflected in income in the period in which they are determined. As actual loss information has been reported, the Company has developed its own loss experience and its reserving methods include other actuarial techniques. Over time, such techniques have been given further weight in


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its reserving process based on the continuing maturation of the Company’s reserves. Inherent in the estimates of ultimate losses and loss adjustment expenses are expected trends in claims severity and frequency and other factors which may vary significantly as claims are settled. Accordingly, ultimate losses and loss adjustment expenses may differ materially from the amounts recorded in the accompanying consolidated financial statements. Losses and loss adjustment expenses are recorded on an undiscounted basis, except for excess workers’ compensation and employers’ liability business written by the Company’s insurance operations.
Mortgage. The reserves for mortgage guaranty insurance losses and loss adjustment expenses are the estimated claim settlement costs on notices of default that have been received by the Company, as well as loan defaults that have been incurred but have not been reported by the lenders. Consistent with primary mortgage insurance industry accounting practice, the Company does not establish loss reserves for future claims on insured loans that are not currently in default (defined as two consecutive missed payments). The Company establishes loss reserves on a case-by-case basis when insured loans are identified as currently in default using estimated claim rates and average claim sizes for each report year, net of any salvage recoverable. The Company also reserves for defaults that have occurred but have not yet been reported to the Company prior to the close of an accounting period. To determine this reserve, the Company estimates the number of defaults not yet reported using historical information regarding late reported delinquencies and applies estimated claim rates and claim sizes for the estimated defaults not yet reported.
The establishment of reserves across the Company’s segments is an inherently uncertain process, are necessarily based on estimates, and the ultimate net cost may vary from such estimates. The methods for making such estimates and for establishing the resulting liability are reviewed and updated using the most current information available. Any resulting adjustments, which may be material, are reflected in current operations.

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(j) Contractholder Receivables and Payables and Collateral Held for Insured Obligations
Certain insurance policies written by the Company’s insurance operations feature large deductibles, primarily in its construction and national accounts lines of business. Under such contracts, the Company is obligated to pay the claimant for the full amount of the claim. The Company is subsequently reimbursed by the policyholder for the deductible amount. These amounts are included on a gross basis in the consolidated balance sheet in contractholder payables and contractholder receivables, respectively. In the event that the Company is unable to collect from the policyholder, the Company would be liable for such defaulted amounts. Collateral, primarily in the form of letters of credit, cash and trusts, is obtained from the
policyholder to mitigate the Company’s credit risk. In the instances where the company receives collateral in the form of cash, the company reflects it in “Collateral held for insured obligations.”
(k) Foreign Exchange
Assets and liabilities of foreign operations whose functional currency is not the U.S. Dollar are translated at the prevailing exchange rates at each balance sheet date. Revenues and expenses of such foreign operations are translated at average exchange rates during the year. The net effect of the translation adjustments for foreign operations is included in accumulated other comprehensive income, net of applicable deferred income tax. Monetary assets and liabilities, such as premiums receivable and the reserve for losses and loss adjustment expenses, denominated in foreign currencies are revalued at the exchange rate in effect at the balance sheet date with the resulting foreign exchange gains and losses included in net income. Accounts that are classified as non-monetary, such as deferred acquisition costs and the unearned premium reserves, are not revalued. In the case of foreign currency denominated fixed maturity securities which are classified as “available for sale,” the change in exchange rates between the local currency in which the investments are denominated and the Company’s functional currency at each balance sheet date is included in unrealized appreciation or decline in value of securities, a component of accumulated other comprehensive income, net of applicable deferred income tax.
(l) Income Taxes
Deferred income taxes reflect the expected future tax consequences of temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and amounts used for income tax purposes. A valuation allowance is recorded if it is more likely than not that some or all of a deferred tax asset may not be realized. The Company considers future taxable income and feasible tax planning strategies in assessing the need for a valuation allowance. In the event the Company determines that it will not be able to realize all or part of its deferred income tax assets in the future, an adjustment to the deferred income tax assets would be charged to income in the period in which such determination is made. In addition, if the Company subsequently assesses that the valuation allowance is no longer needed, a benefit would be recorded to income in the period in which such determination is made. See Note 1314 for more information.
The Company recognizes a tax benefit where it concludes that it is more likely than not that the tax benefit will be sustained on audit by the taxing authority based solely on the technical merits of the associated tax position. If the recognition threshold is met, the Company recognizes a tax benefit measured at the largest amount of the tax benefit that, in the Company’s judgment, is greater than 50% likely to be realized. The


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Company records interest and penalties related to unrecognized tax benefits in the provision for income taxes.
(m) Share-Based Payment Arrangements
The Company applies a fair value based measurement method in accounting for its share-based payment arrangements with eligible employees and directors. Compensation expense is estimated based on the fair value of the award at the grant date and is recognized in net income over the requisite service period with a corresponding increase in shareholders’ equity. No value is attributed to awards that employees forfeit because they fail to satisfy vesting conditions. As such, the number of shares granted is reduced by assumed forfeitures and adjusted based on actual forfeitures until vesting. The Company’s share-based payment arrangements generally vest over a three year period with one-third vesting on the first, second and third anniversaries of the grant date. The share-based compensation expense associated with such awards that have graded vesting features and vest based on service conditions only is calculated on a straight-line basis over the requisite service period for the entire award. For awards granted to retirement-eligible employees where no service is required for the employee to retain the award, the grant date fair value is immediately recognized as compensation expense at the grant date because the employee is able to retain the award without continuing to provide service. For employees near retirement eligibility, attribution of compensation cost is over the period from the grant date to the

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retirement eligibility date. In November 2012, the Company issued off-cycle share-based awards, which will cliff vest on the fifth anniversary of the grant date. The expense for such grant is being amortized on a straight-line basis over the five-year requisite service period. The off-cycle awards have similar terms as the annual award agreements, however with respect to retirement eligible employees service is required for the employee to retain the award. Retirement-eligible employees retiring prior to the fifth anniversary of the grant date will vest in a pro-rated portion of the award commensurate with the service performed. Such employees will receive the vested portion at the end of the five-year cliff period. These charges had no impact on the Company’s cash flows or total shareholders’ equity. See Note 193(q) and Note 20 for information relating to the Company’s share-based payment awards.
(n) Guaranty Fund and Other Related Assessments
Liabilities for guaranty fund and other related assessments in the Company’s insurance and reinsurance operations are accrued when the Company receives notice that an amount is payable, or earlier if a reasonable estimate of the assessment can be made.
(o) Treasury Shares
Treasury shares are common shares purchased by the Company and not subsequently canceled. These shares are recorded at
cost and result in a reduction of the Company’s shareholders’ equity in its Consolidated Balance Sheets.
(p) Goodwill and Intangible Assets
Goodwill represents the excess of the purchase price of an acquisition over the fair value of the net assets acquired and is assigned to the applicable reporting unit at acquisition. Goodwill is evaluated for impairment on an annual basis. Impairment tests may be performed more frequently if the facts and circumstances indicate a possible impairment. In performing impairment tests, the Company may first assess qualitative factors to determine whether it is more likely than not (that is, more than a 50% probability) that the fair value of a reporting unit exceeds its carrying amount as a basis for determining whether it is necessary to perform the two-step goodwill impairment test described in the accounting guidance.
Indefinite-lived intangible assets, such as insurance licenses are evaluated for impairment similar to goodwill. Finite-lived intangible assets and liabilities include the value of acquired insurance and reinsurance contracts, which are estimated based on the present value of future expected cash flows and amortized in ‘acquisition expenses’ in proportion to the estimated profits expected to be realized. Other finite-lived intangible assets or liabilities, including favorable or unfavorable contracts, are amortized in ‘other operating expenses’ over their useful lives. Finite-lived intangible assets and liabilities are periodically reviewed for indicators of impairment. An impairment is recognized when the carrying amount is not recoverable from its undiscounted cash flows and is measured as the difference between the carrying amount and fair value.
If goodwill or intangible assets are impaired, such assets are written down to their fair values with the related expense recorded in the Company’s results of operations. See Note 1718 for information relating to the Company’s goodwill and intangible assets.
(q) Recent Accounting Pronouncements
Recently Issued Accounting Standards Adopted

The Company adopted accounting guidance Financial Accounting Standards Board (“FASB”) Accounting Standard Update (“ASU”) 2015-02, “Consolidation (Topic 810) - Amendments to the Consolidation Analysis,in the 2015 second quarter which changes2016 first quarter. This ASU provided targeted improvements to consolidation guidance for limited partnerships and other similarly structured entities. The adoption of this ASU resulted in the accounting for repurchase Company concluding that it no longer had a variable interest in Alternative Re Ltd. and, resale-to-maturity agreements by requiring that such agreements be recognized as financing arrangements, and requires that a transfer of a financial asset and a repurchase agreement entered into contemporaneously be accounted for separately. The new accounting guidance also requires additional disclosures about certain transferred financial assets accounted for as sales and certain securities lending transactions. Disclosures are notresult, no longer is required to be presented for comparative periods before the effective date. See Note 8, “Investment Information—Securities Lending Agreements.”
consolidate Alternative Re Ltd. in its financial statements. Alternative Re Ltd. is a Bermuda-domiciled company that provides collateralized segregated accounts to its clients. The Company adopted accounting guidance in the 2015 second quarter which relates to the presentationapplied this new standard on a modified retrospective basis as of debt issuance costs. Such guidance requires presentation of debt issuance costs in the balance sheet as a deduction from the carrying amount of the related debt liability instead of a deferred charge. The Company previously included its debt issuance costs within ‘other assets.’ The guidance was applied retrospectively and resulted in reductions in ‘other assets’January

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and ‘senior notes’ at June 30, 2015 of $8.8 million, respectively, and $8.9 million at December 31, 2014, respectively. The
1, 2016. Such adoption of this change in accounting principle did not impact the Company’s shareholders’ equity or net income.
The adoption of this ASU also resulted in a review of certain funds within the Company’s investment portfolio where the Company has a limited partnership interest. See Note 9 for disclosures on limited partnership interests.
The Company adopted ASU 2014-16, “Derivatives and Hedging (Topic 815) - Determining Whether the Host Contract in a Hybrid Financial Instrument Issued in the Form of a Share Is More Akin to Debt or to Equity,on a modified retrospective basis as of January 1, 2016. This ASU clarified the evaluation of whether the nature of a host contract within a hybrid instrument issued in the form of a share is more akin to debt or equity. Based on a review of hybrid instruments issued in the form of a share (both held in its investment portfolio and issued as part of capital raising), the Company determined the adoption of this ASU had no impact on the classification or accounting guidance pertainingfor its existing hybrid instruments.
The Company adopted ASU 2015-09, “Financial Services - Insurance (Topic 944) - Disclosure about Short-Duration Contracts,effective January 1, 2016. The amendments in this ASU enhance annual disclosures relating to reserves for losses and loss expenses by requiring the following: (1) net incurred and paid claims development information by accident year; (2) a reconciliation of incurred and paid claims development information to the categorization withinaggregate carrying amount of the fair value hierarchyreserve for losses and loss expenses; (3) for each accident year presented, total IBNR plus expected development on case reserves included in the reserve for losses and loss expenses, accompanied by a description of certain investments measured at fair value usingreserving methodologies and any changes thereto; (4) for each accident year presented, quantitative information about claim frequency (unless impracticable) accompanied by a qualitative description of methodologies used for determining claim frequency information and any changes thereto; and (5) the net asset value per shareaverage annual percentage payout of incurred claims by age for the same number of accident years presented. The amendments in this ASU became effective for the Company on January 1, 2016 and the required annual disclosures have been included in Note 7.
The Company adopted ASU 2014-15, “Presentation of Financial Statements - Going Concern (Subtopic 205-40),”effective for annual periods ending after December 15, 2016. This ASU provides guidance to address the diversity in practice in determining when there is substantial doubt about an entity's ability to continue as a practical expedient. These investmentsgoing concern and when an entity must disclose certain relevant conditions and events. The amendments in this ASU require management to assess an entity’s ability to continue as a going concern by incorporating and expanding upon certain principles that are no longer required to be categorized withincurrently in U.S. auditing standards. The adoption of this ASU did not have any effect on the fair value hierarchy but are still required to be reportedCompany's results of operations, financial position or liquidity.
The Company adopted ASU 2015-16, “Business Combinations (Topic 805) - Simplifying the Accounting for Measurement-Period Adjustments,” effective January 1, 2016. The amendments in the fair value hierarchy tableASU simplify the accounting for adjustments made to permit reconciliation backprovisional amounts recognized in a business combination by eliminating the requirement to retrospectively account for those adjustments. The adoption of this ASU did not have any effect on the consolidated balance sheet. Additionally, certain disclosures are no longer applicable for investments that are eligible to be measured using the practical expedient, but for which the practical expedient was not elected. The guidance was applied retrospectively and only impacted the Company’s disclosures. See Note 9, “Fair Value.”Company's results of operations, financial position or liquidity.
Recently Issued Accounting Standards Not Yet Adopted

An accounting standardASU 2014-09, “Revenue from Contracts with Customers (Topic 606),” was issued in the 2014 second quarter whichand will change the manner in which most companies recognize revenue. The standardASU requires that revenue reflect the transfer of goods or services to customers based on the consideration or payment the company expects to be entitled to in exchange for those goods or services; however, the standardASU does not change the accounting for insurance contracts or financial instruments. The new standardASU also requires enhanced disclosures about revenue. This accounting guidanceThe ASU is effective in the 2018 first quarter and may be applied on a full retrospective or modified retrospective approach. The Company is currently assessing the impact the implementation of this standardASU will have on its consolidated financial statements.
An accounting standard was issued in the 2015 first quarter providing targeted improvements to consolidation guidance for limited partnershipsASU 2016-01, “Financial Instruments - Overall (Subtopic 825-10) - Recognition and other similarly structured entities. The new standard addresses instances where a reporting entity consolidates another entity when the reporting entity is simply acting on the behalfMeasurement of others, amongst other related issues. While the standard is targeted, the application is relevant for all companies that are required to assess whether or not to consolidate certain entities. The standard is effective in the 2016 first quarterFinancial Assets and early adoption is permitted. The Company is assessing the impact the implementation of this standard will have on its consolidated financial statements.
A new accounting standard was issued in the 2015 second quarter requiring new disclosures about the reserve for losses and loss adjustment expenses for short-duration insurance contracts. These disclosures will provide additional insight into an insurance entity’s ability to underwrite and anticipate costs associated with claims. This accounting guidance is effective for the 2016 annual reporting period and interim periods thereafter and should be applied retrospectively. The Company is assessing the impact the implementation of this standard will have on its financial statement disclosures.
A new accounting standard Financial Liabilities,was issued in the 2016 first quarter to enhance the reporting model for financial instruments and to provide improved financial information to readers of the financial statements. Among other provisions focused on improving the recognition and measurement of financial instruments, the standardASU requires that equity investments be measured at fair value on the balance sheet with changes in fair value reported in the income statement and that an exit price notion be used when measuring the fair value of financial instruments for disclosure purposes. The standardASU is effective in the 2018 first quarter and, aside from limited situations, cannot be early adopted. The Company is currently assessing the impact of the implementation of this standardASU will have on its consolidated financial statements.
4.Variable Interest Entity and Noncontrolling Interests
ASU 2016-02, “Leases,” was issued in the 2016 first quarter pertaining to the accounting for leases by a lessee. The ASU requires that the lessee recognize an asset and a liability for leases with a lease term greater than 12 months regardless of whether the lease is classified as operating or financing. Under current accounting, operating leases are not reflected in the balance sheet. The ASU is effective for the 2019 first quarter, though early application is permitted, and should be applied on a modified retrospective basis. The Company is currently assessing the impact the implementation of this ASU will have on its consolidated financial statements.


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ASU 2016-07, “Investments - Equity Method and Joint Ventures (Topic 323) - Simplifying the Transition to the Equity Method of Accounting,” was issued in the 2016 first quarter. The ASU eliminates the requirement that when an investment qualifies for use of the equity method as a result of an increase in the level of ownership interest or degree of influence, an investor must adjust the investment, results of operations, and retained earnings retroactively on a step-by step basis as if the equity method had been in effect during all previous periods that the investment had been held. The ASU is effective for interim and annual periods beginning after December 15, 2016, with early adoption permitted. The ASU will be adopted on a prospective basis. The adoption of this ASU is not expected to have a material effect on the Company's results of operations, financial position or liquidity.
ASU 2016-09, “Compensation - Stock Compensation (Topic 718),” was issued in the 2016 first quarter to improve and simplify the accounting for employee share-based payment transactions. The ASU provides simplifications with respect to income tax consequences, classification of awards as either equity or liabilities, and classification on the statement of cash flows for these types of transactions. The guidance is effective for annual and interim periods beginning after December 15, 2016. The Company has adopted the ASU effective January 1, 2017. The Company anticipates that the ASU will not have a material impact on the consolidated financial statements and expects the primary change to be the recognition of excess tax benefits or deficiencies on vesting or settlement of awards as an income tax benefit or expense within net income and the related cash flows classified within operating activities. With respect to the forfeiture accounting policy election, the Company has elected to account for forfeitures as they occur, which did not result in a material cumulative effect adjustment.
ASU 2016-13, “Financial Instruments - Credit Losses (Topic 326),” was issued in the 2016 second quarter. The ASU changes how entities will measure credit losses for most financial assets and certain other instruments that aren’t measured at fair value through net income. The ASU requires an entity to estimate its lifetime “expected credit loss” and record an allowance that, when deducted from the amortized cost basis of the financial asset, presents the net amount expected to be collected on the financial asset. The ASU is effective for the 2020 first quarter, though early application is permitted in the 2019 first quarter, and should be applied on a modified retrospective basis for the majority of the provisions. The Company is currently assessing the impact the implementation of this ASU will have on its consolidated financial statements.
ASU 2016-15, “Statement of Cash Flows - Classification of Certain Cash Receipts and Cash Payments (Topic 230),” was issued in the 2016 third quarter. The ASU addresses several clarifications on the presentation and classification of certain cash receipts and cash payments in the statement of cash flows. Among several other cash flow issues, the ASU specifically
addresses the classification of debt prepayment or debt issuance costs, contingent consideration payments made after a business combination and distributions received from equity method investees. The ASU also provides a broader principle on identifying the type of activity of the cash flow item by focusing on the cash flow item’s nature and the predominant source or use of that item. The ASU is effective in the 2018 first quarter and should be applied retrospectively. Early adoption is permitted. The Company is assessing the impact the implementation of this ASU will have on the classification and presentation of its statements of cash flows.
ASU 2016-16, “Income Taxes - Intra-Entity Transfers of Assets Other than Inventory (Topic 740),” was issued in the 2016 fourth quarter. The ASU will require companies to recognize the income tax effects of intercompany sales and transfers of assets other than inventory (e.g., intangible assets) in the period in which the transfer occurs. The ASU is effective for fiscal years beginning after December 15, 2017, including interim periods within those fiscal years. The Company is assessing the impact the implementation will have on its consolidated financial statements and disclosures.
ASU 2017-04, “Intangibles - Goodwill and Other (Topic 350),” was issued in January 2017. The ASU provides updated guidance that eliminates the requirement to calculate the implied fair value of goodwill (i.e., step 2 of the current goodwill impairment test) to measure a goodwill impairment charge. Instead, entities will record an impairment charge by comparing a reporting unit's fair value with its carrying amount and recognizing an impairment charge for the excess of the carrying amount over estimated fair value (i.e., step 1 of the current goodwill impairment test). The implied fair value of goodwill is currently determined in step 2 by deducting the fair value of all assets and liabilities of the reporting unit (determined in the same manner as a business combination) from the reporting unit's fair value as determined in step 1 (including any corporate-level assets or liabilities that were included in the determination of the carrying amount and fair value of the reporting unit in step 1). The ASU requires an entity to perform its annual, or interim, impairment test by either: (i) an initial qualitative assessment of factors (such as changes in management, key personnel, strategy, key technology or customers) that may impact a reporting unit's fair value and lead to the determination that it is more likely than not that the reporting unit's fair value is less than its carrying value, including goodwill (consistent with current guidance), or (ii) applying step 1. The ASU is effective for reporting periods beginning after December 15, 2019 and is to be applied prospectively. Early adoption is permitted for interim or annual goodwill impairment tests performed on testing dates after January 1, 2017. The adoption of this ASU is not expected to have a material effect on the Company's results of operations, financial position or liquidity.


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4. Variable Interest Entity and Noncontrolling Interests

Variable interest entity
A VIE refers to an entity that has characteristics such as (i) insufficient equity at risk to allow the entity to finance its activities without additional financial support or (ii) instances where the equity investors, as a group, do not have characteristics of a controlling financial interest. The primary beneficiary of a VIE is defined as the variable interest holder that is determined to have the controlling financial interest as a result of having both (i) the power to direct the activities of a VIE that most significantly impact the economic performance of the VIE and (ii) the obligation to absorb losses or right to receive benefits from the VIE that could potentially be significant to the VIE. If a company is determined to be the primary beneficiary, it is required to consolidate the VIE in its financial statements.

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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


In March 2014, Watford Re raised approximately $1.1 billion of capital consisting of $907.3 million in common equity ($895.6 million net of issuance costs) and $226.6 million in preference equity ($219.2 million net of issuance costs and discount). The Company invested $100.0 million and acquired approximately 11% of Watford Holdings Ltd.’s common equity and a warrant to purchase additional common equity. Arch Underwriters Ltd. (“AUL”), a subsidiarySubsidiaries of the Company actsact as Watford Re’s reinsurance and insurance underwriting manager, andmanagers. HPS Investment Partners, LLC (formerly Highbridge Principal Strategies, LLCLLC) (“Highbridge”HPS”), a subsidiary of JPMorgan Chase & Co., manages Watford Re’s non-investment grade credit portfolios, and the Company manages Watford Re’s investment assets,grade portfolios, each under separate long term services agreements. In connection with the capital raise at Watford Re, warrants to purchase a total of 1.7 million common shares were issued to the Company and Highbridge.HPS. The warrants are only exercisable if Watford Re has consummated an initial public offering of its common shares or otherwise effected a listing of its common shares on a U.S. national securities exchange and certain targeted returns are achieved for existing common shareholders. The warrants expire on March 25, 2020. John Rathgeber, previously Vice Chairman of Arch Worldwide Reinsurance Group, was namedis CEO of Watford Re. In addition, Marc Grandisson, President and COO of ACGL, and Nicolas Papadopoulo, CEO Reinsurance Group, were appointed toserve on the board of directors of Watford Re.
The Company concluded that Watford Re is a VIE due to both the reinsurance underwriting management services agreementagreements with AULthe Company and the investment management agreementagreements with Highbridge. Both of theseHPS and the Company. These agreements provide for services for an extended period of time with limited termination rights by Watford Re. In addition, these agreements allow for
both AULthe Company and HighbridgeHPS to participate in the favorable results of Watford Re in the form of performance fees. To determine if the Company is the primary beneficiary of Watford Re, the Company concluded that the most significant activity of Watford Re pertains to the insurance activities arising from the reinsurance underwriting management services agreement. In addition, the Company factored into its analysis qualitative aspects of its relationship with Watford Re that are indicative of power to direct the insurance activities. As such, the Company concluded that it is the primary beneficiary of Watford Re and includes the results of Watford Re in its consolidated financial statements.
The Company concluded that Watford Re representsshould be reflected in a separate operating segment (‘other’) and provides the income statement and total investable assets, total assets and total liabilities of Watford Re within Note 5. At December 31, 2015, Watford Re’s liabilities included unearned premiums of $250.0 million and reserves for losses and loss adjustment expenses of $291.0 million, some of which is related to transactions with the Company, along with $430.4 million of revolving credit agreement borrowings (see Note 15). During 2015, Watford Re generated $293.7 million of cash provided by operating activities and $361.9 million of cash provided by financing activities, partially offset by $556.8 million of cash used for investing activities. At December 31, 2014, Watford Re’s liabilities included unearned premiums of $180.0 million and reserves for losses and loss adjustment expenses of $66.3 million, some of which is related to transactions with the Company. During 2014, Watford Re generated $39.3 million of cash provided by operating activities and $1.16 billion of cash provided by financing activities, partially offset by $1.18 billion of cash used for investing activities.
Because Watford Re is an independent company, the assets of Watford Re can be used only to settle obligations of Watford Re and Watford Re is solely responsible for its own liabilities and commitments. The Company’s financial exposure to Watford Re is limited to its investment in Watford Re’s common shares and counterparty credit risk (mitigated by collateral) arising from the reinsurance transactions.

The following table provides the carrying amount and balance sheet caption in which the assets and liabilities of Watford Re are reported:
154
 December 31,
 2016
2015
Assets   
Investments accounted for using the fair value option$1,857,623
 $1,617,107
Cash74,893
 108,550
Accrued investment income17,017
 19,249
Premiums receivable189,911
 162,263
Reinsurance recoverable on unpaid and paid losses and LAE24,420
 14,135
Ceded unearned premiums12,145
 11,129
Deferred acquisition costs, net86,379
 75,443
Receivable for securities sold1,326
 34,095
Goodwill and intangible assets7,650
 
Other assets111,386
 80,361
Total assets of consolidated VIE$2,382,750
 $2,122,332
    
Liabilities   
Reserves for losses and loss adjustment expenses$510,809
 $290,997
Unearned premiums293,480
 249,980
Reinsurance balances payable12,289
 14,005
Revolving credit agreement borrowings256,650
 430,434
Payable for securities purchased42,922
 33,062
Other liabilities88,976
 53,624
Total liabilities of consolidated VIE$1,205,126
 $1,072,102
    
Redeemable noncontrolling interests$220,253
 $219,882
During 2016, Watford Re generated $288.0 million of cash provided by operating activities, offset by cash used for investing and financing activities of $118.8 million and $195.6


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million respectively. During 2015, Watford Re generated $293.7 million of cash provided by operating activities and $361.9 million of cash provided by financing activities, partially offset by $556.8 million of cash used for investing activities. During 2014, Watford Re generated $39.3 million of cash provided by operating activities and $1.16 billion of cash provided by financing activities, partially offset by $1.18 billion of cash used for investing activities.
Non-redeemable noncontrolling interests
The Company accounts for the portion of Watford Re’s common equity attributable to third party investors in the shareholders’ equity section of its consolidated balance sheets. The noncontrolling ownership in Watford Re’s common shares was approximately 89% at December 31, 2015.2016. The portion of Watford Re’s income or loss attributable to third party investors is recorded in the consolidated statements of income in ‘net (income) loss attributable to noncontrolling interests.’
The following table sets forth activity in the non-redeemable noncontrolling interests:
December 31,December 31,
2015 20142016
2015
Balance, beginning of year$769,081
 $
$738,831
 $769,081
Sale of shares to noncontrolling interests
 796,904

 
Amounts attributable to noncontrolling interests(29,984) (27,823)113,091
 (29,984)
Foreign currency translation adjustments(266) 
(68) (266)
Balance, end of year$738,831
 $769,081
$851,854
 $738,831
Redeemable noncontrolling interests
The Company accounts for redeemable noncontrolling interests in the mezzanine section of its consolidated balance sheet. Such redeemable noncontrolling interests relate to the 9,065,200 cumulative redeemable preference shares (“Watford Preference Shares”) issued in late March 2014 with a par value of $0.01 per share and a liquidation preference of $25.00 per share. The Watford Preference Shares were issued at a discounted amount of $24.50 per share. Holders of the Watford Preference Shares will be entitled to receive, if declared by Watford Re’s board, quarterly cash dividends on the last day of March, June, September, and December. Dividends will accrue from the closing date to June 30, 2019 at a fixed rate of 8.5% per annum. From June 30, 2019 and subsequent, dividends will accrue based on a floating rate equal to the 3 month U.S. dollar LIBOR (with a 1% floor) plus a margin based on the difference between the fixed rate and the 5 year mid swap rate to the floating rate as set out on the Bloomberg Screen IRSB 18. The Watford Preference Shares may be redeemed by Watford Re on or after June 30, 2019 or at the option of the preferred shareholders at any time on or after June 30, 2034. Because the redemption features are not solely within the control of Watford Re, the Company accounts for the redeemable noncontrolling interests
in the Watford Preference Shares in the mezzanine section of its consolidated balance sheets. Preferred dividends on the Watford Preference Shares, including the accretion of the discount and issuance costs, totaledwas $19.6 million for 2015.both 2016 and 2015, compared to $14.7 million for 2014. Preferred dividends, including the accretion of the discount and issuance costs, are included in ‘amounts attributable to noncontrolling interests’ in the Company’s consolidated statements of income.
The following table sets forth activity in the redeemable non-controlling interests:
 December 31,
 2015 2014
Balance, beginning of year$219,512
 $
Sale of shares to noncontrolling interests
 219,233
Shares acquired by the Company (1)
(14,700) 
Accretion of preference share issuance costs
370
 279
Balance, end of year$205,182
 $219,512
(1)During the 2015 second quarter, the Company acquired Gulf Re, which owns 600,000 Watford Preference Shares. Such shares, net of a discount, along with related dividends and accretion of the discount, are eliminated in consolidation.
 December 31,
 2016
2015 2014
Balance, beginning of year$205,182
 $219,512
 $
Sale of shares to noncontrolling interests
 
 219,233
Shares acquired by the Company (1)
 (14,700) 
Accretion of preference share issuance costs371
 370
 279
Balance, end of year$205,553
 $205,182
 $219,512
(1) During the 2015 second quarter, the Company acquired Gulf Re, which owns 600,000 Watford Preference Shares. Such shares, net of a discount, along with related dividends and accretion of the discount, are eliminated in consolidation.

The portion of Watford Re’s income or loss attributable to third party investors is recorded in the consolidated statements of income in ‘net (income) loss attributable to noncontrolling interests’ as summarized in the table below:
December 31,December 31,
2015 20142016 2015 2014
Amounts attributable to non-redeemable noncontrolling interests$29,984
 $27,823
$(113,091) $29,984
 $27,823
Dividends attributable to redeemable noncontrolling interests(18,828) (14,728)(18,349) (18,828) (14,728)
Net (income) loss attributable to noncontrolling interests$11,156
 $13,095
$(131,440) $11,156
 $13,095
Bellemeade Re I and II
UGC entered into an aggregate excess of loss reinsurance agreement with Bellemeade Re I Ltd. in July 2015 and with Bellemeade Re II Ltd. in May 2016 (the “Bellemeade Agreements”), special purpose reinsurance companies domiciled in Bermuda, each of which provided for up to approximately $300 million of aggregate excess of loss reinsurance coverage at inception for new delinquencies on portfolios of in-force policies issued. See Note 8 for further details. At the time the Bellemeade Agreements were entered into, UGC evaluated the applicability of the accounting guidance that addresses VIEs. As a result of the evaluation of the Bellemeade Agreements, UGC concluded that both Bellemeade Re I Ltd. and Bellemeade Re II Ltd. are VIEs. However, given that the ceding insurers do not have the unilateral power to direct those activities that are significant to


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the economic performance of Bellemeade Re I Ltd. and Bellemeade Re II Ltd., UGC did not consolidate Bellemeade Re I Ltd. and Bellemeade Re II Ltd. in its consolidated financial statements. The Company acquired UGC’s rights and obligations related to the Bellemeade Agreements at closing and agreed with the accounting conclusions related to Bellemeade Re I and Bellemeade Re II.
The following table presents total assets of Bellemeade Re I Ltd. and Bellemeade Re II Ltd. as well as the Company’s maximum exposure to loss associated with these VIEs:
   Maximum Exposure to Loss
 Total VIE Assets On-Balance Sheet Off-Balance Sheet Total
Bellemeade Re I Ltd.$156,551
 $401
 $1,310
 $1,711
Bellemeade Re II Ltd.298,578
 9
 1,103
 1,112
Total$455,129
 $410
 $2,413
 $2,823
Irving Partners Limited Partnership
UGC is a limited partner in Irving Partners Limited Partnership (“Irving Partners”), the owner and operator of the office building of UGC’s corporate headquarters in Greensboro, North Carolina. UGC concluded that Irving Partners is a VIE but that it is not the primary beneficiary. The Company acquired UGC’s rights and obligations related to Irving Partners at closing and agreed with the accounting conclusions related to Irving Partners. The Company’s maximum exposure to loss is approximately $14.3 million at December 31, 2016.
5.    Segment Information
The Company classifies its businesses into three underwriting segments — insurance, reinsurance and mortgage — and two other operating segments — ‘other’ and corporate (non-underwriting). The Company determined its reportable segments using the management approach described in accounting guidance regarding disclosures about segments of an enterprise and related information. The accounting policies of the segments are the same as those used for the preparation of the Company’s consolidated financial statements. Intersegment business is allocated to the segment accountable for the underwriting results.
The Company’s insurance, reinsurance and mortgage segments each have managers who are responsible for the overall profitability of their respective segments and who are directly accountable to the Company’s chief operating decision makers, the Chairman and Chief Executive Officer of ACGL, the President and Chief Operating Officer of ACGL and the Chief Financial Officer of ACGL. The chief operating decision makers do not assess performance, measure return on equity or
make resource allocation decisions on a line of business basis. Management measures segment performance for its three underwriting segments based on underwriting income or loss. The Company does not manage its assets by underwriting segment, with the exception of goodwill and intangible assets, and, accordingly, investment income is not allocated to each underwriting segment.
The insurance segment consists of the Company’s insurance underwriting units which offer specialty product lines on a worldwide basis. Product lines include: construction
Construction and national accounts;accounts: primary and excess casualty coverages to middle and large accounts in the construction industry and a wide range of products for middle and large national accounts, specializing in loss sensitive primary casualty insurance programs (including large deductible, self-insured retention and retrospectively rated programs).
Excess and surplus casualty; lenders products;casualty: primary and excess casualty insurance coverages, including middle market energy business, and contract binding, which primarily provides casualty coverage through a network of appointed agents to small and medium risks.
Lenders products: collateral protection, debt cancellation and service contract reimbursement products to banks, credit unions, automotive dealerships and original equipment manufacturers and other specialty programs that pertain to automotive lending and leasing.
Professional lines: directors’ and officers’ liability, errors and omissions liability, employment practices liability, fiduciary liability, crime, professional lines; programs;indemnity and other financial related coverages for corporate, private equity, venture capital, real estate investment trust, limited partnership, financial institution and not-for-profit clients of all sizes and medical professional and general liability insurance coverages for the healthcare industry. The business is predominately written on a claims-made basis.
Programs: primarily package policies, underwriting workers’ compensation and umbrella liability business in support of desirable package programs, targeting program managers with unique expertise and niche products offering general liability, commercial automobile, inland marine and property business with minimal catastrophe exposure.
Property, energy, marine and aviation; travel,aviation: primary and excess general property insurance coverages, including catastrophe-exposed property coverage, for commercial clients. Coverages for marine include hull, war, specie and liability. Aviation and stand-alone terrorism are also offered.
Travel, accident and health;health: specialty travel and accident and related insurance products for individual, group


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travelers, travel agents and suppliers, as well as accident and health, which provides accident, disability and medical plan insurance coverages for employer groups, medical plan members, students and other (consisting ofparticipant groups.
Other: includes alternative markets,market risks (including captive insurance programs), excess workers'workers’ compensation and employer’s liability insurance coverages for qualified self-insured groups, associations and trusts, and contract and commercial surety business)coverages, including contract bonds (payment and performance bonds) primarily for medium and large contractors and commercial surety bonds for Fortune 1000 companies and smaller transaction business programs..
The reinsurance segment consists of the Company’s reinsurance underwriting units which offer specialty product lines on a worldwide basis. Product lines include: casualty; marine
Casualty: provides coverage to ceding company clients on third party liability and aviation; other specialty; property catastrophe; property excluding property catastrophe (lossesworkers’ compensation exposures from ceding company clients, primarily on a single risk, bothtreaty basis. Exposures include, among others, executive assurance, professional liability, workers’ compensation, excess and umbrella liability, excess motor and healthcare business.
Marine and aviation: provides coverage for energy, hull, cargo, specie, liability and transit, and aviation business, including airline and general aviation risks. Business written may also include space business, which includes coverages for satellite assembly, launch and operation for commercial space programs.
Other specialty: provides coverage to ceding company clients for proportional motor and other lines including surety, accident and health, workers’ compensation catastrophe, agriculture, trade credit and political risk.
Property catastrophe: provides protection for most catastrophic losses that are covered in the underlying policies written by reinsureds, including hurricane, earthquake, flood, tornado, hail and fire, and coverage for other perils on a case-by-case basis. Property catastrophe reinsurance provides coverage on an excess of loss basis when aggregate losses and pro rata);loss adjustment expense from a single occurrence of a covered peril exceed the retention specified in the contract.
Property excluding property catastrophe: provides coverage for both personal lines and other (consistingcommercial property exposures and principally covers buildings, structures, equipment and contents. The primary perils in this business include fire, explosion, collapse, riot, vandalism, wind, tornado, flood and earthquake. Business is assumed on both a proportional and excess of loss basis. In addition, facultative business is written which focuses on commercial property risks on an excess of loss basis.
Other. includes life reinsurance business on both a proportional and non-proportional basis, casualty clash business and, other).in limited instances, non-traditional business which is intended to provide insurers with risk management solutions that complement traditional reinsurance.
The mortgage segment includes the results of Arch MI U.S.AMIC, UGRIC and Arch MI Europe,UGMIC, leading providers of mortgage insurance products and services to the U.S. market, and European markets, respectively.and Arch MI U.S. isEurope, a leading provider of mortgage insurance products and services to the European market. AMIC, UGRIC and UGMIC are approved as an eligible mortgage insurerinsurers by Federal National Mortgage Association (“Fannie Mae”) and Federal Home Loan Mortgage Corporation (“Freddie Mac”), each a government sponsored enterprise, or “GSE.” The mortgage segment also includes GSE credit risk-sharing transactions and mortgage reinsurance for the U.S. and Australian markets.
The corporate (non-underwriting) segment results include net investment income, other income (loss), other expenses incurred by the Company, interest expense, net realized gains or losses, net impairment losses included in earnings, equity in net income or loss of investment funds accounted for using the equity method, net foreign exchange gains or losses, UGC transaction costs and other, income taxes and items related to the Company’s non-cumulative preferred shares. Such amounts exclude the results of the ‘other’ segment.
The ‘other’ segment includes the results of Watford Re (see Note 4). Watford Re has its own management and board of directors that is responsible for the overall profitability of the ‘other’ segment. For the ‘other’ segment, performance is measured based on net income or loss.


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The following tables summarize the Company’s underwriting income or loss by segment, together with a reconciliation of underwriting income or loss to net income available to Arch common shareholders, summary information regarding net premiums written and earned by major line of business and net premiums written by location:
Year Ended December 31, 2015Year Ended December 31, 2016
Insurance Reinsurance Mortgage Sub-Total Other TotalInsurance Reinsurance Mortgage Sub-Total Other Total
Gross premiums written (1)$2,944,018
 $1,419,022
 $295,557
 $4,656,723
 $488,899
 $4,797,163
$3,027,049
 $1,494,397
 $499,725
 $5,019,363
 $535,094
 $5,202,134
Premiums ceded(898,347) (380,614) (28,064) (1,305,151) (22,940) (979,632)(954,768) (440,541) (108,259) (1,501,760) (21,306) (1,170,743)
Net premiums written2,045,671
 1,038,408
 267,493
 3,351,572
 465,959
 3,817,531
2,072,281
 1,053,856
 391,466
 3,517,603
 513,788
 4,031,391
Change in unearned premiums(863) 38,727
 (53,383) (15,519) (68,107) (83,626)1,623
 2,376
 (104,750) (100,751) (45,818) (146,569)
Net premiums earned2,044,808
 1,077,135
 214,110
 3,336,053
 397,852
 3,733,905
2,073,904
 1,056,232
 286,716
 3,416,852
 467,970
 3,884,822
Other underwriting income1,993
 10,606
 18,430
 31,029
 4,468
 35,497

 36,403
 17,024
 53,427
 3,746
 57,173
Losses and loss adjustment expenses(1,292,647) (440,350) (40,247) (1,773,244) (277,659) (2,050,903)(1,359,313) (475,762) (28,943) (1,864,018) (321,581) (2,185,599)
Acquisition expenses, net(299,317) (223,632) (45,076) (568,025) (113,451) (681,476)
Acquisition expenses(304,066) (212,375) (32,065) (548,506) (129,527) (678,033)
Other operating expenses(2)(354,416) (155,811) (82,370) (592,597) (14,919) (607,516)(353,782) (143,408) (101,293) (598,483) (25,163) (623,646)
Underwriting income (loss)$100,421
 $267,948
 $64,847
 433,216
 (3,709) 429,507
$56,743
 $261,090
 $141,439
 459,272
 (4,555) 454,717
                      
Net investment income      271,680
 76,410
 348,090
      277,193
 89,549
 366,742
Net realized gains (losses)      (99,133) (86,709) (185,842)      69,586
 68,000
 137,586
Net impairment losses recognized in earnings      (20,116) 
 (20,116)      (30,442) 
 (30,442)
Equity in net income (loss) of investment funds accounted for using the equity method      25,455
 
 25,455
      48,475
 
 48,475
Other income (loss)      (399) 
 (399)      (800) 
 (800)
Other expenses      (49,745) 
 (49,745)
Corporate expenses (2)      (49,396) 
 (49,396)
UGC transaction costs and other (2)      (41,729) 
 (41,729)
Interest expense      (41,518) (4,356) (45,874)      (53,464) (12,788) (66,252)
Net foreign exchange gains (losses)      62,624
 3,494
 66,118
      31,409
 5,242
 36,651
Income (loss) before income taxes      582,064
 (14,870) 567,194
      710,104
 145,448
 855,552
Income tax expense      (40,612) 
 (40,612)      (31,375) 1
 (31,374)
Net income (loss)      541,452
 (14,870) 526,582
      678,729
 145,449
 824,178
Dividends attributable to redeemable noncontrolling interests      
 (18,828) (18,828)      
 (18,349) (18,349)
Amounts attributable to noncontrolling interests      
 29,984
 29,984
      
 (113,091) (113,091)
Net income (loss) available to Arch      541,452
 (3,714) 537,738
      678,729
 14,009
 692,738
Preferred dividends      (21,938) 
 (21,938)      (28,070) 
 (28,070)
Net income (loss) available to Arch common shareholders      $519,514
 $(3,714) $515,800
      $650,659
 $14,009
 $664,668
                      
Underwriting Ratios                      
Loss ratio63.2% 40.9% 18.8% 53.2% 69.8% 54.9%65.5% 45.0% 10.1% 54.6% 68.7% 56.3%
Acquisition expense ratio14.6% 20.8% 21.1% 17.0% 28.5% 18.3%14.7% 20.1% 11.2% 16.1% 27.7% 17.5%
Other operating expense ratio17.3% 14.5% 38.5% 17.8% 3.7% 16.3%17.1% 13.6% 35.3% 17.5% 5.4% 16.1%
Combined ratio95.1% 76.2% 78.4% 88.0% 102.0% 89.5%97.3% 78.7% 56.6% 88.2% 101.8% 89.9%
                      
Goodwill and intangible assets$28,810
 $1,875
 $66,846
 $97,531
 $
 $97,531
$25,206
 $956
 $747,741
 $773,903
 $7,650
 $781,553
                      
Total investable assets      $14,644,831
 $1,696,107
 $16,340,938
      $18,636,189
 $1,857,763
 $20,493,952
Total assets      21,054,938
 2,122,332
 23,177,270
      26,989,359
 2,382,750
 29,372,109
Total liabilities      14,956,274
 1,072,102
 16,028,376
      18,855,858
 1,205,126
 20,060,984
(1)Certain amounts included in the gross premiums written of each segment are related to intersegment transactions. Accordingly, the sum of gross premiums written for each segment does not agree to the total gross premiums written as shown in the table above due to the elimination of intersegment transactions in the total.
(2)Certain expenses have been excluded from ‘corporate expenses’ and ‘other operating expenses’ totaling $32.3 million and $9.4 million, respectively, and reflected in ‘UGC transaction costs and other.’ See ‘Comments on Regulation G’ for a further discussion of the presentation of such items.



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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



 Year Ended December 31, 2015
 Insurance Reinsurance Mortgage Sub-Total Other Total
Gross premiums written (1)$2,944,018
 $1,419,022
 $295,557
 $4,656,723
 $488,899
 $4,797,163
Premiums ceded(898,347) (380,614) (28,064) (1,305,151) (22,940) (979,632)
Net premiums written2,045,671
 1,038,408
 267,493
 3,351,572
 465,959
 3,817,531
Change in unearned premiums(863) 38,727
 (53,383) (15,519) (68,107) (83,626)
Net premiums earned2,044,808
 1,077,135
 214,110
 3,336,053
 397,852
 3,733,905
Other underwriting income1,993
 10,606
 18,430
 31,029
 4,468
 35,497
Losses and loss adjustment expenses(1,292,647) (440,350) (40,247) (1,773,244) (277,659) (2,050,903)
Acquisition expenses, net(299,317) (223,632) (45,076) (568,025) (113,451) (681,476)
Other operating expenses(354,416) (155,811) (82,370) (592,597) (14,919) (607,516)
Underwriting income (loss)$100,421
 $267,948
 $64,847
 433,216
 (3,709) 429,507
            
Net investment income      271,680
 76,410
 348,090
Net realized gains (losses)      (99,133) (86,709) (185,842)
Net impairment losses recognized in earnings      (20,116) 
 (20,116)
Equity in net income (loss) of investment funds accounted for using the equity method      25,455
 
 25,455
Other income (loss)      (399) 
 (399)
Corporate expenses      (49,745) 
 (49,745)
Interest expense      (41,518) (4,356) (45,874)
Net foreign exchange gains (losses)      62,624
 3,494
 66,118
Income (loss) before income taxes      582,064
 (14,870) 567,194
Income tax expense      (40,612) 
 (40,612)
Net income (loss)      541,452
 (14,870) 526,582
Dividends attributable to redeemable noncontrolling interests      
 (18,828) (18,828)
Amounts attributable to noncontrolling interests      
 29,984
 29,984
Net income (loss) available to Arch      541,452
 (3,714) 537,738
Preferred dividends      (21,938) 
 (21,938)
Net income (loss) available to Arch common shareholders      $519,514
 $(3,714) $515,800
            
Underwriting Ratios           
Loss ratio63.2% 40.9% 18.8% 53.2% 69.8% 54.9%
Acquisition expense ratio14.6% 20.8% 21.1% 17.0% 28.5% 18.3%
Other operating expense ratio17.3% 14.5% 38.5% 17.8% 3.7% 16.3%
Combined ratio95.1% 76.2% 78.4% 88.0% 102.0% 89.5%
            
Goodwill and intangible assets$28,810
 $1,875
 $66,846
 $97,531
 $
 $97,531
            
Total investable assets      $14,644,831
 $1,696,107
 $16,340,938
Total assets      21,016,599
 2,122,332
 23,138,931
Total liabilities      14,956,274
 1,072,102
 16,028,376
(1)Certain amounts included in the gross premiums written of each segment are related to intersegment transactions. Accordingly, the sum of gross premiums written for each segment does not agree to the total gross premiums written as shown in the table above due to the elimination of intersegment transactions in the total.


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Year Ended December 31, 2014Year Ended December 31, 2014
Insurance Reinsurance Mortgage Sub-Total Other TotalInsurance Reinsurance Mortgage Sub-Total Other Total
Gross premiums written (1)$3,008,669
 $1,527,245
 $227,356
 $4,760,394
 $288,627
 $4,840,616
$3,008,669
 $1,527,245
 $227,356
 $4,760,394
 $288,627
 $4,840,616
Premiums ceded(862,015) (261,254) (22,519) (1,142,912) (14,171) (948,678)(862,015) (261,254) (22,519) (1,142,912) (14,171) (948,678)
Net premiums written2,146,654
 1,265,991
 204,837
 3,617,482
 274,456
 3,891,938
2,146,654
 1,265,991
 204,837
 3,617,482
 274,456
 3,891,938
Change in unearned premiums(129,284) 13,337
 (11,264) (127,211) (170,979) (298,190)(129,284) 13,337
 (11,264) (127,211) (170,979) (298,190)
Net premiums earned2,017,370
 1,279,328
 193,573
 3,490,271
 103,477
 3,593,748
2,017,370
 1,279,328
 193,573
 3,490,271
 103,477
 3,593,748
Other underwriting income2,135
 3,167
 4,840
 10,142
 
 10,142
2,135
 3,167
 4,840
 10,142
 
 10,142
Losses and loss adjustment expenses(1,260,953) (532,450) (55,674) (1,849,077) (70,173) (1,919,250)(1,260,953) (532,450) (55,674) (1,849,077) (70,173) (1,919,250)
Acquisition expenses, net(316,308) (261,438) (49,400) (627,146) (30,116) (657,262)(316,308) (261,438) (49,400) (627,146) (30,116) (657,262)
Other operating expenses(335,157) (147,964) (66,891) (550,012) (6,268) (556,280)(335,157) (147,964) (66,891) (550,012) (6,268) (556,280)
Underwriting income (loss)$107,087
 $340,643
 $26,448
 474,178
 (3,080) 471,098
$107,087
 $340,643
 $26,448
 474,178
 (3,080) 471,098
                      
Net investment income      284,336
 18,249
 302,585
      284,336
 18,249
 302,585
Net realized gains (losses)      133,384
 (30,467) 102,917
      133,384
 (30,467) 102,917
Net impairment losses recognized in earnings      (30,150) 
 (30,150)      (30,150) 
 (30,150)
Equity in net income (loss) of investment funds accounted for using the equity method      19,883
 
 19,883
      19,883
 
 19,883
Other income (loss)      (10,252) 
 (10,252)      (10,252) 
 (10,252)
Other expenses      (47,615) (2,329) (49,944)
Corporate expenses      (47,615) (2,329) (49,944)
Interest expense      (45,634) 
 (45,634)      (45,634) 
 (45,634)
Net foreign exchange gains (losses)      82,658
 1,086
 83,744
      82,658
 1,086
 83,744
Income (loss) before income taxes      860,788
 (16,541) 844,247
      860,788
 (16,541) 844,247
Income tax expense      (22,987) 
 (22,987)
Income tax benefit      (22,987) 
 (22,987)
Net income (loss)      837,801
 (16,541) 821,260
      837,801
 (16,541) 821,260
Dividends attributable to redeemable noncontrolling interests      
 (14,728) (14,728)      
 (14,728) (14,728)
Amounts attributable to noncontrolling interests      
 27,823
 27,823
      
 27,823
 27,823
Net income (loss) available to Arch      837,801
 (3,446) 834,355
      837,801
 (3,446) 834,355
Preferred dividends      (21,938) 
 (21,938)      (21,938) 
 (21,938)
Net income (loss) available to Arch common shareholders      $815,863
 $(3,446) $812,417
      $815,863
 $(3,446) $812,417
                      
Underwriting Ratios                      
Loss ratio62.5% 41.6% 28.8% 53.0% 67.8% 53.4%62.5% 41.6% 28.8% 53.0% 67.8% 53.4%
Acquisition expense ratio15.7% 20.4% 25.5% 18.0% 29.1% 18.3%15.7% 20.4% 25.5% 18.0% 29.1% 18.3%
Other operating expense ratio16.6% 11.6% 34.6% 15.8% 6.1% 15.5%16.6% 11.6% 34.6% 15.8% 6.1% 15.5%
Combined ratio94.8% 73.6% 88.9% 86.8% 103.0% 87.2%94.8% 73.6% 88.9% 86.8% 103.0% 87.2%
                      
Goodwill and intangible assets$28,331
 $3,333
 $77,875
 $109,539
 $
 $109,539
$28,331
 $3,333
 $77,875
 $109,539
 $
 $109,539
                      
Total investable assets      $14,599,490
 $1,163,240
 $15,762,730
      $14,599,490
 $1,163,240
 $15,762,730
Total assets      20,523,565
 1,482,516
 22,006,081
      20,485,226
 1,482,516
 21,967,742
Total liabilities      14,488,775
 398,660
 14,887,435
      14,488,775
 398,660
 14,887,435
(1)Certain amounts included in the gross premiums written of each segment are related to intersegment transactions. Accordingly, the sum of gross premiums written for each segment does not agree to the total gross premiums written as shown in the table above due to the elimination of intersegment transactions in the total.


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 Year Ended December 31, 2013
 Insurance Reinsurance Mortgage Sub-Total Other Total
Gross premiums written (1)$2,712,509
 $1,399,621
 $89,570
 $4,196,623
 $
 $4,196,623
Premiums ceded(763,713) (86,620) 
 (845,256) 
 (845,256)
Net premiums written1,948,796
 1,313,001
 89,570
 3,351,367
 
 3,351,367
Change in unearned premiums(72,782) (94,329) (38,304) (205,415) 
 (205,415)
Net premiums earned1,876,014
 1,218,672
 51,266
 3,145,952
 
 3,145,952
Other underwriting income2,122
 5,258
 259
 7,639
 
 7,639
Losses and loss adjustment expenses(1,188,445) (486,236) (4,743) (1,679,424) 
 (1,679,424)
Acquisition expenses, net(311,904) (234,373) (17,826) (564,103) 
 (564,103)
Other operating expenses(315,387) (134,563) (8,377) (458,327) 
 (458,327)
Underwriting income (loss)$62,400
 $368,758
 $20,579
 451,737
 
 451,737
            
Net investment income      267,219
 
 267,219
Net realized gains (losses)      74,018
 
 74,018
Net impairment losses recognized in earnings      (3,786) 
 (3,786)
Equity in net income (loss) of investment funds accounted for using the equity method      35,701
 
 35,701
Other income (loss)      (586) 
 (586)
Other expenses      (42,403) 
 (42,403)
Interest expense      (27,060) 
 (27,060)
Net foreign exchange gains (losses)      (12,335) 
 (12,335)
Income (loss) before income taxes      742,505
 
 742,505
Income tax benefit      (32,774) 
 (32,774)
Net income (loss)      709,731
 
 709,731
Dividends attributable to redeemable noncontrolling interests      
 
 
Amounts attributable to noncontrolling interests      
 
 
Net income (loss) available to Arch      709,731
 
 709,731
Preferred dividends      (21,938) 
 (21,938)
Net income (loss) available to Arch common shareholders      $687,793
 $
 $687,793
            
Underwriting Ratios           
Loss ratio63.3% 39.9% 9.3% 53.4% 
 53.4%
Acquisition expense ratio16.6% 19.2% 34.8% 17.9% 
 17.9%
Other operating expense ratio16.8% 11.0% 16.3% 14.6% 
 14.6%
Combined ratio96.7% 70.1% 60.4% 85.9% 
 85.9%
            
Goodwill and intangible assets$20,419
 $6,900
 $
 $27,319
 $
 $27,319
            
Total investable assets      $14,049,525
 $
 $14,049,525
Total assets      19,557,054
 
 19,557,054
Total liabilities      13,909,558
 
 13,909,558
(1)Certain amounts included in the gross premiums written of each segment are related to intersegment transactions. Accordingly, the sum of gross premiums written for each segment does not agree to the total gross premiums written as shown in the table above due to the elimination of intersegment transactions in the total.


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The following tables provide summary information regarding net premiums written and earned by major line of business and net premiums written by location:
INSURANCE SEGMENTYear Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Net premiums written (1)          
Professional lines (2)$434,024
 $476,604
 $476,193
$440,149
 $434,024
 $476,604
Construction and national accounts
328,997
 299,463
 286,994
Programs423,157
 480,580
 419,673
330,322
 423,157
 480,580
Construction and national accounts299,463
 286,994
 271,110
Travel, accident and health224,380
 160,132
 145,732
Excess and surplus casualty (3)204,856
 212,519
 149,286
214,863
 204,856
 212,519
Property, energy, marine and aviation203,186
 244,640
 280,551
175,376
 203,186
 244,640
Travel, accident and health160,132
 145,732
 104,903
Lenders products106,916
 100,407
 101,576
105,650
 106,916
 100,407
Other (4)213,937
 199,178
 145,504
252,544
 213,937
 199,178
Total$2,045,671
 $2,146,654
 $1,948,796
$2,072,281
 $2,045,671
 $2,146,654
          
Net premiums earned (1)          
Professional lines (2)$424,968
 $456,508
 $491,791
$431,391
 $424,968
 $456,508
Construction and national accounts
322,072
 296,828
 277,811
Programs446,512
 460,392
 386,840
357,715
 446,512
 460,392
Construction and national accounts296,828
 277,811
 250,729
Travel, accident and health219,169
 153,578
 127,691
Excess and surplus casualty (3)208,091
 182,024
 118,395
219,046
 208,091
 182,024
Property, energy, marine and aviation216,127
 244,974
 304,294
188,938
 216,127
 244,974
Travel, accident and health153,578
 127,691
 97,135
Lenders products90,906
 94,438
 99,847
98,517
 90,906
 94,438
Other (4)207,798
 173,532
 126,983
237,056
 207,798
 173,532
Total$2,044,808
 $2,017,370
 $1,876,014
$2,073,904
 $2,044,808
 $2,017,370
          
Net premiums written by client location (1)          
United States$1,710,918
 $1,726,181
 $1,526,156
$1,718,415
 $1,710,918
 $1,726,181
Europe187,020
 240,136
 226,254
173,423
 187,020
 240,136
Asia and Pacific64,638
 79,564
 95,970
93,752
 64,638
 79,564
Other83,095
 100,773
 100,416
86,691
 83,095
 100,773
Total$2,045,671
 $2,146,654
 $1,948,796
$2,072,281
 $2,045,671
 $2,146,654
          
Net premiums written by underwriting location (1)          
United States$1,673,867
 $1,688,887
 $1,478,930
$1,690,208
 $1,673,867
 $1,688,887
Europe317,998
 394,430
 389,763
327,034
 317,998
 394,430
Other53,806
 63,337
 80,103
55,039
 53,806
 63,337
Total$2,045,671
 $2,146,654
 $1,948,796
$2,072,281
 $2,045,671
 $2,146,654
(1)Insurance segment results include premiums written and earned assumed through intersegment transactions and exclude premiums written and earned ceded through intersegment transactions.
(2)Includes professional liability, executive assurance and healthcare business.
(3)Includes casualty and contract binding business.
(4)Includes alternative markets, excess workers' compensation and surety business.

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REINSURANCE SEGMENTYear Ended December 31,Year Ended December 31,
2015
2014
20132016
2015
2014
Net premiums written (1)          
Casualty (2)$303,093
 $317,996
 $306,304
Other specialty (3)298,794
 405,126
 417,865
Other specialty (2)$348,852
 $298,794
 $405,126
Casualty (3)305,252
 303,093
 317,996
Property excluding property catastrophe (4)280,511
 343,043
 292,536
267,548
 280,511
 343,043
Property catastrophe91,620
 137,471
 220,749
75,789
 91,620
 137,471
Marine and aviation50,834
 50,444
 64,380
37,790
 50,834
 50,444
Other (5)13,556
 11,911
 11,167
18,625
 13,556
 11,911
Total$1,038,408
 $1,265,991
 $1,313,001
$1,053,856
 $1,038,408
 $1,265,991
          
Net premiums earned (1)          
Casualty (2)$310,249
 $327,518
 $241,774
Other specialty (3)311,307
 424,725
 387,630
Other specialty (2)$329,994
 $311,307
 $424,725
Casualty (3)300,160
 310,249
 327,518
Property excluding property catastrophe (4)295,487
 303,496
 274,719
282,018
 295,487
 303,496
Property catastrophe96,865
 150,761
 232,423
73,803
 96,865
 150,761
Marine and aviation50,808
 61,118
 70,105
52,579
 50,808
 61,118
Other (5)12,419
 11,710
 12,021
17,678
 12,419
 11,710
Total$1,077,135
 $1,279,328
 $1,218,672
$1,056,232
 $1,077,135
 $1,279,328
          
Net premiums written (1)          
Pro rata$537,556
 $663,135
 $692,024
$558,671
 $537,556
 $663,135
Excess of loss500,852
 602,856
 620,977
495,185
 500,852
 602,856
Total$1,038,408
 $1,265,991
 $1,313,001
$1,053,856
 $1,038,408
 $1,265,991
          
Net premiums earned (1)          
Pro rata$563,585
 $686,201
 $608,586
$561,986
 $563,585
 $686,201
Excess of loss513,550
 593,127
 610,086
494,246
 513,550
 593,127
Total$1,077,135
 $1,279,328
 $1,218,672
$1,056,232
 $1,077,135
 $1,279,328
          
Net premiums written by client location (1)          
United States$470,484
 $589,255
 $706,388
$448,763
 $470,484
 $589,255
Europe307,165
 355,735
 327,059
337,168
 307,165
 355,735
Asia and Pacific94,609
 142,626
 94,252
111,821
 94,609
 142,626
Bermuda80,888
 77,620
 87,047
74,347
 80,888
 77,620
Other85,262
 100,755
 98,255
81,757
 85,262
 100,755
Total$1,038,408
 $1,265,991
 $1,313,001
$1,053,856
 $1,038,408
 $1,265,991
          
Net premiums written by underwriting location (1)          
United States$439,190
 $492,891
 $507,183
$432,683
 $439,190
 $492,891
Bermuda281,985
 394,351
 459,467
277,625
 281,985
 394,351
Europe298,790
 343,823
 309,129
308,415
 298,790
 343,823
Other18,443
 34,926
 37,222
35,133
 18,443
 34,926
Total$1,038,408
 $1,265,991
 $1,313,001
$1,053,856
 $1,038,408
 $1,265,991
(1)Reinsurance segment results include premiums written and earned assumed through intersegment transactions and exclude premiums written and earned ceded through intersegment transactions.
(2)Includes executive assurance, professional liability, workers’ compensation, excess motor, healthcare and other.
(3)
(2)    Includes proportional motor, surety, accident and health, workers’ compensation catastrophe, agriculture, trade credit and other.
(3)Includes executive assurance, professional liability, workers’ compensation, excess motor, healthcare and other.
(4)Includes facultative business.
(5)Includes life, casualty clash and other.


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 Year Ended December 31,
MORTGAGE SEGMENT2015 2014 2013
Net premiums written by client location     
United States$193,617
 $184,333
 $63,692
Other73,876
 20,504
 25,878
Total$267,493
 $204,837
 $89,570
      
Net premiums written by underwriting location     
United States$125,317
 $98,809
 $
Other142,176
 106,028
 89,570
Total$267,493
 $204,837
 $89,570
      
Net premiums earned by client location     
United States$202,930
 $187,194
 $49,045
Other11,180
 6,379
 2,221
Total$214,110
 $193,573
 $51,266
      
Net premiums earned by underwriting location     
United States$113,062
 $92,236
 $
Other101,048
 101,337
 51,266
Total$214,110
 $193,573
 $51,266

OTHER SEGMENTYear Ended December 31,
2015 2014 2013
Net premiums written (1)     
Casualty (2)$320,619
 $179,054
 $
Other specialty (3)112,666
 66,524
 
Property catastrophe12,441
 9,280
 
Property excluding property catastrophe2,892
 564
 
Marine and aviation1,256
 1,251
 
Other (4)16,085
 17,783
 
Total$465,959
 $274,456
 $
      
Net premiums earned (1)     
Casualty (2)$275,708
 $72,395
 $
Other specialty (3)101,588
 24,157
 
Property catastrophe12,540
 5,115
 
Property excluding property catastrophe1,340
 182
 
Marine and aviation1,585
 789
 
Other (4)5,091
 839
 
Total$397,852
 $103,477
 $
      
Net premiums written by client location (1)     
United States$350,228
 $186,795
 $
Europe67,279
 54,131
 
Bermuda39,414
 27,977
 
Other9,038
 5,553
 
Total$465,959
 $274,456
 $
 Year Ended December 31,
MORTGAGE SEGMENT2016 2015 2014
Net premiums written by client location     
United States$280,509
 $193,617
 $184,333
Other110,957
 73,876
 20,504
Total$391,466
 $267,493
 $204,837
      
Net premiums written by underwriting location     
United States$186,826
 $125,317
 $98,809
Other204,640
 142,176
 106,028
Total$391,466
 $267,493
 $204,837
      
Net premiums earned by client location     
United States$265,527
 $202,930
 $187,194
Other21,189
 11,180
 6,379
Total$286,716
 $214,110
 $193,573
      
Net premiums earned by underwriting location     
United States$155,929
 $113,062
 $92,236
Other130,787
 101,048
 101,337
Total$286,716
 $214,110
 $193,573

OTHER SEGMENTYear Ended December 31,
2016 2015 2014
Net premiums written (1)     
Casualty (2)$313,600
 $320,619
 $179,054
Other specialty (3)121,635
 112,666
 66,524
Property catastrophe11,462
 12,441
 9,280
Property excluding property catastrophe701
 2,892
 564
Marine and aviation1,709
 1,256
 1,251
Other (4)64,681
 16,085
 17,783
Total$513,788
 $465,959
 $274,456
      
Net premiums earned (1)     
Casualty (2)$305,676
 $275,708
 $72,395
Other specialty (3)116,859
 101,588
 24,157
Property catastrophe11,421
 12,540
 5,115
Property excluding property catastrophe1,436
 1,340
 182
Marine and aviation1,811
 1,585
 789
Other (4)30,767
 5,091
 839
Total$467,970
 $397,852
 $103,477
      
Net premiums written by client location (1)     
United States$344,445
 $350,228
 $186,795
Europe97,459
 67,279
 54,131
Bermuda68,945
 39,414
 27,977
Other2,939
 9,038
 5,553
Total$513,788
 $465,959
 $274,456
(1)Other segment results include premiums written and earned assumed through intersegment transactions and exclude premiums written and earned ceded through intersegment transactions.
(2)Includes professional liability, excess motor, programs and other.
(3)Includes proportional motor and other.
(4)Includes mortgage and other.


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



6.    Reserve for Losses and Loss Adjustment Expenses


The following table represents an analysis of losses and loss adjustment expenses and a reconciliation of the beginning and ending reserve for losses and loss adjustment expenses:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Reserve for losses and loss adjustment expenses at beginning of year$9,036,448
 $8,824,696
 $8,933,292
$9,125,250
 $9,036,448
 $8,824,696
Unpaid losses and loss adjustment expenses recoverable1,778,303
 1,748,250
 1,829,070
1,828,837
 1,778,303
 1,748,250
Net reserve for losses and loss adjustment expenses at beginning of year7,258,145
 7,076,446
 7,104,222
7,296,413
 7,258,145
 7,076,446
          
Net incurred losses and loss adjustment expenses relating to losses occurring in:          
Current year2,336,026
 2,246,152
 1,943,466
2,455,563
 2,336,026
 2,246,152
Prior years(285,123) (326,902) (264,042)(269,964) (285,123) (326,902)
Total net incurred losses and loss adjustment expenses2,050,903
 1,919,250
 1,679,424
2,185,599
 2,050,903
 1,919,250
          
Net losses and loss adjustment expense reserves of acquired business (1)262
 120,671
 
551,096
 262
 120,671
          
Foreign exchange (gains) losses(143,653) (160,486) 1,617
(102,367) (143,653) (160,486)
          
Net paid losses and loss adjustment expenses relating to losses occurring in:          
Current year(454,179) (347,270) (288,114)(445,700) (454,179) (347,270)
Prior years(1,415,065) (1,350,466) (1,420,703)(1,367,656) (1,415,065) (1,350,466)
Total net paid losses and loss adjustment expenses(1,869,244) (1,697,736) (1,708,817)(1,813,356) (1,869,244) (1,697,736)
          
Net reserve for losses and loss adjustment expenses at end of year7,296,413
 7,258,145
 7,076,446
8,117,385
 7,296,413
 7,258,145
Unpaid losses and loss adjustment expenses recoverable1,828,837
 1,778,303
 1,748,250
2,083,575
 1,828,837
 1,778,303
Reserve for losses and loss adjustment expenses at end of year$9,125,250
 $9,036,448
 $8,824,696
$10,200,960
 $9,125,250
 $9,036,448
(1)The 2016 amount related to the acquisition of UGC while the 2014 amount relatesrelated to the Company’s acquisition of Arch MI U.S.

2016 Prior Year Reserve Development
During 2016, the Company recorded estimated net favorable development on prior year loss reserves of $270.0 million, which consisted of $218.8 million from the reinsurance segment, $33.1 million from the insurance segment, $21.2 million from the mortgage segment less adverse development of $3.1 million from the ‘other’ segment.
The reinsurance segment’s net favorable development of $218.8 million, or 20.7 points of net earned premium, consisted of $133.8 million from short-tailed lines and $85.0 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $113.6 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2009 to 2015 underwriting years (i.e., losses attributable to contracts having an inception or renewal date within the given twelve-month period). Contained within this release was favorable development of $8.7 million from named catastrophic events from prior accident years. The net reduction of loss estimates for the reinsurance segment’s short-tailed lines primarily resulted from varying levels of reported and paid claims activity than previously anticipated which led to decreases in certain loss ratio selections during 2016. Net favorable development
of $85.0 million in medium-tailed and long-tailed lines included reductions in casualty reserves of $86.1 million, primarily from the 2002 to 2013 underwriting years.
The insurance segment’s net favorable development of $33.1 million, or 1.6 points of net earned premium, consisted of $8.7 million of net favorable development from short-tailed lines and $24.4 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $17.2 million of net favorable development in property lines, primarily from the 2008 to 2014 accident years (i.e., the year in which a loss occurred), partially offset by $11.1 million of adverse development on travel, accident and health business from the 2012 to 2015 accident years. Contained within the short tail release in property lines was favorable development of $11.3 million from named catastrophic events from prior accident years. Net favorable development in medium-tailed and long-tailed lines of $24.4 million included $53.8 million of net favorable development on professional lines, primarily from the 2008 to 2012 accident years, partially offset by $33.1 million of net adverse development in program business, primarily from the 2013 to 2015 accident years. The adverse development in program business was primarily driven by a few inactive programs that were non-renewed in 2015 and early in 2016.


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The mortgage segment’s net favorable development of $21.2 million, or 7.4 points of net earned premium, for 2016, included $18.5 million of favorable development on AMIC business, reflecting a decrease in the number of delinquent loans and a lower claim rate on such loans. Such development was primarily from the 2004 to 2008 and 2014 origination years. The mortgage segment also experienced net favorable development of $2.7 million on U.S. mortgage reinsurance business.
2015 Prior Year Reserve Development
During 2015, the Company recorded estimated net favorable development on prior year loss reserves of $285.1 million, which consisted of $224.8 million from the reinsurance segment, $47.2 million from the insurance segment, $12.3 million from the mortgage segment and $0.8 million from the ‘other’ segment.
The reinsurance segment’s net favorable development of $224.8 million, or 20.9 points of net earned premium, consisted of $107.6 million from short-tailed lines and $117.2 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $80.9 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2011 to 2014 underwriting years (i.e., losses attributable to contracts having an inception or renewal date within the given twelve-month period). Contained within this release was favorable development of $11.8 million from the 2005 to 2014 named catastrophic events. The net reduction of loss estimates for the reinsurance segment’s short-tailed lines primarily resulted from varying levels of reported and paid claims activity than previously anticipated which led to decreases in certain loss ratio selections during 2015. Net favorable development of $117.2 million in medium-tailed and long-tailed lines included reductions in casualty reserves of $99.7 million, primarily from the 2003 to 2006 underwriting years and the 2008 and 2009 underwriting years, and marine and aviation reserves of $11.7 million, primarily from the 2008 to 2012 underwriting years. The balance of net favorable development was spread across various lines and underwriting years.
The insurance segment’s net favorable development of $47.2 million, or 2.3 points of net earned premium, consisted of $27.3 million of net favorable development from short-tailed lines and $19.9 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $32.4 million of net favorable development in property lines, primarily from the 2011 to 2014 accident years (i.e., the year in which a loss occurred). Contained within this short tail release was favorable development of $5.7 million from 2005 to 2014 named catastrophic events. Net favorable development in medium-tailed and long-tailed lines of $19.9 million included $29.7 million of net favorable development on professional lines,
primarily from the 2005 to 2010 accident years, partially offset by $15.0 million of net adverse development in program business, primarily from the 2013 and 2014 accident years.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


The adverse development in program business was driven by a few programs that were non-renewed in 2015 and early in 2016.
The mortgage segment’s net favorable development of $12.3 million, or 5.7 points of net earned premium, included $11.1 million of favorable development on Arch MI U.S.AMIC business, reflecting a decrease in the number of delinquent loans and a lower claim rate on such loans. Such development was primarily from the 2003 to 2008 origination years. The mortgage segment also experienced net favorable development of $1.2 million on U.S. mortgage reinsurance business.
2014 Prior Year Reserve Development
During 2014, the Company recorded estimated net favorable development on prior year loss reserves of $326.9 million, which consisted of $267.3 million from the reinsurance segment, $58.7 million from the insurance segment and $0.9 million from the mortgage segment.
The reinsurance segment’s net favorable development of $267.3 million, or 20.9 points of net earned premium, consisted of $146.7 million from short-tailed lines and $120.6 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $107.6 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2011 to 2013 underwriting years. Contained within this release was favorable development of $23.3 million from the 2005 to 2013 named catastrophic events. The net reduction of loss estimates for the reinsurance segment’s short-tailed lines primarily resulted from varying levels of reported and paid claims activity than previously anticipated which led to decreases in certain loss ratio selections during 2014. Net favorable development of $120.6 million in medium-tailed and long-tailed lines included reductions in casualty reserves of $101.6 million, primarily from the 2003 to 2006 underwriting years and the 2009 and 2010 underwriting years, and marine and aviation reserves of $14.7 million, primarily from the 2008 to 2012 underwriting years. The balance of net favorable development was spread across various lines and underwriting years.
The insurance segment’s net favorable development of $58.7 million, or 2.9 points of net earned premium, consisted of $73.5 million of net favorable development from short-tailed lines, partially offset by $14.8 million of net adverse development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $60.5 million of net favorable development in property lines, primarily from the 2008 to 2013 accident years, with the balance emanating from lenders products, primarily from the 2012 accident year, and travel and accident, primarily from the 2012 and 2013 accident years. Contained within this short tail release


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



was favorable development of $7.9 million from 2005 to 2013 named catastrophic events. Net adverse development in medium-tailed and long-tailed lines of $14.8 million included a net increase of $41.3 million in construction reserves, primarily from the 2009 to 2013 accident years. The adverse development in construction was largely driven by general liability claims involving New York labor law matters. In addition, the insurance segment experienced $26.2 million of net adverse development in program business, primarily from the 2011 and 2012 accident years. Such amounts were partially offset by $39.0 million of net favorable development on professional lines, primarily from the 2003 to 2011 accident years, and $7.8 million of net favorable development on surety business, primarily from the 2011 to 2013 accident years.
2013 Prior Year Reserve Development
During 2013,7.    Short Duration Contracts


The Company’s reserves for losses and loss adjustment expenses primarily relate to short-duration contracts with various characteristics (e.g., type of coverage, geography, claims duration). The Company considered such information in determining the level of disaggregation for disclosures related to its short-duration contracts, as detailed in the table below:
Reportable segmentLevel of disaggregationIncluded lines of business
InsuranceProperty energy, marine and aviationProperty energy, marine and aviation
Third party occurrence business
Excess and surplus casualty (excluding contract binding); construction and national accounts; and other (including alternative market risks, excess workers’ compensation and employer’s liability insurance coverages)
Third party claims-made businessProfessional lines
Multi-line and other specialty
Programs; contract binding (part of excess and surplus casualty); travel, accident and health; lenders products; and other (contract and commercial surety coverages)
ReinsuranceCasualtyCasualty
Property catastropheProperty catastrophe
Property excluding property catastropheProperty excluding property catastrophe
Marine and aviationMarine and aviation
Other specialtyOther specialty
MortgageDirect mortgage insurance in the U.S.Mortgage insurance on U.S. primary exposures
The Company determined the following to be insignificant for disclosure purposes: (i) amounts included in the ‘other’ segment (i.e., Watford Re) as described in Note 4; (ii) certain mortgage business, including non-U.S. primary business, global
mortgage reinsurance and various GSE credit risk-sharing products; and (iii) certain reinsurance business, including casualty clash and non-traditional lines. Such amounts are included as reconciling items.
The Company is required to establish reserves for losses and loss adjustment expenses (“loss reserves”) that arise from the business the Company recordedunderwrites. Loss reserves for the insurance, reinsurance and mortgage segments represent estimates of future amounts required to pay losses and loss adjustment expenses for insured or reinsured events which have occurred at or before the balance sheet date. Loss reserves do not reflect contingency reserve allowances to account for future loss occurrences. Losses arising from future events will be estimated net favorable development on prior year lossand recognized at the time the losses are incurred and could be substantial.
Insurance Segment
Loss reserves of $264.0 million, which consisted of $217.9 million from the reinsurance segment, $45.1 million fromfor the insurance segment are comprised of (1) estimated amounts for (1) reported losses (“case reserves”) and $1.0 million from the mortgage segment.
The reinsurance segment’s net favorable development of $217.9 million, or 17.9 points of net earned premium, consisted of $111.1 million from short-tailed lines and $106.8 million of net favorable development from medium-tailed and long-tailed lines. Favorable development in short-tailed lines included $110.1 million from property catastrophe and property other than property catastrophe reserves, primarily from the 2009(2) incurred but not reported losses (“IBNR reserves”). Generally, claims personnel determine whether to 2012 underwriting years. Contained within this release was favorable development of $28.6 million from the 2005 to 2012 named catastrophic events. The net reduction of loss estimatesestablish a case reserve for the reinsurance segment’s short-tailed lines primarily resulted from varying levelsestimated amount of reportedthe ultimate settlement of individual claims. The estimate reflects the judgment of claims personnel based on general corporate reserving practices, the experience and paidknowledge of such personnel regarding the nature and value of the specific type of claim and, where appropriate, advice of counsel. The Company also contracts with a number of outside third party administrators in the claims activity than previously anticipated which led to decreasesprocess who, in certain cases, have limited authority to establish case reserves. The work of such administrators is reviewed and monitored by our claims personnel. Loss reserves are also established to provide for loss ratio selections during 2013. Net favorable developmentadjustment expenses and represent the estimated expense of $106.8 millionsettling claims, including legal and other fees and the general expenses of administering the claims adjustment process. Periodically, adjustments to the case reserves may be made as additional information is reported or payments are made. IBNR reserves are established to provide for incurred claims which have not yet been reported at the balance sheet date as well as to adjust for any projected variance in medium-tailedcase reserving. Actuaries estimate ultimate losses and long-tailed lines included reductionsloss adjustment expenses using various generally accepted actuarial methods applied to known losses and other relevant information. Like case reserves, IBNR reserves are adjusted as additional information becomes known or payments are made. The process of estimating reserves involves a considerable degree of judgment by management and, as of any given date, is inherently uncertain.
Ultimate losses and loss adjustment expenses are generally determined by extrapolation of claim emergence and settlement patterns observed in casualty reservesthe past that can reasonably be expected to persist into the future. In forecasting ultimate losses and loss adjustment expenses with respect to any line of $98.8 million, primarily frombusiness, past experience with respect to that line of business is the 2003 to 2009 underwriting years, and marine and aviation reserves of $8.1 million, primarily from the 2007 and 2009 underwriting years. The balance of net favorable development was spread across various lines and underwriting years.primary

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



resource, developed through both industry and company experience, but cannot be relied upon in isolation. Uncertainties in estimating ultimate losses and loss adjustment expenses are magnified by the length of the time lag between when a claim actually occurs and when it is reported and settled. This time lag is sometimes referred to as the “claim-tail.” During this period additional facts regarding coverages written in prior accident years, as well as about actual claims and trends, may become known and, as a result, may lead to adjustments of the related loss reserves. If the Company determines that an adjustment is appropriate, the adjustment is recorded in the accounting period in which such determination is made. Accordingly, should loss reserves need to be increased or decreased in the future from amounts currently established, future results of operations would be negatively or positively impacted respectively. The Company authorizes managing general agents, general agents and other producers to write program business on the Company’s behalf within prescribed underwriting authorities. This delegated authority process introduces additional complexity to the actuarial determination of unpaid future losses and loss adjustment expenses. In order to monitor adherence to the underwriting guidelines given to such parties, the Company periodically performs underwriting and claims due diligence reviews.
In determining ultimate losses and loss adjustment expenses, the cost to indemnify claimants, provide needed legal defense and other services for insureds and administer the investigation and adjustment of claims are considered. These claim costs are influenced by many factors that change over time, such as expanded coverage definitions as a result of new court decisions, inflation in costs to repair or replace damaged property, inflation in the cost of medical services and legislated changes in statutory benefits, as well as by the particular, unique facts that pertain to each claim. As a result, the rate at which claims arose in the past and the costs to settle them may not always be representative of what will occur in the future. The factors influencing changes in claim costs are often difficult to isolate or quantify and developments in paid and incurred losses from historical trends are frequently subject to multiple and conflicting interpretations. Changes in coverage terms or claims handling practices may also cause future experience and/or development patterns to vary from the past. A key objective of actuaries in developing estimates of ultimate losses and loss adjustment expenses, and resulting IBNR reserves, is to identify aberrations and systemic changes occurring within historical experience and adjust for them so that the future can be projected more reliably. Because of the factors previously discussed, this process requires the substantial use of informed judgment and is inherently uncertain.
Although loss reserves are initially determined based on underwriting and pricing analyses, the Company’s insurance segment applies several generally accepted actuarial methods, as discussed below, on a quarterly basis to evaluate the loss reserves, in addition to the expected loss method, in particular
for loss reserves from more mature accident years (the year in which a loss occurred). Each quarter, as part of the reserving process, the segments’ actuaries reaffirm that the assumptions used in the reserving process continue to form a sound basis for the projection of liabilities. If actual loss activity differs substantially from expectations based on historical information, an adjustment to loss reserves may be supported. The Company places more or less reliance on a particular actuarial method based on the facts and circumstances at the time the estimates of loss reserves are made.
These methods generally fall into one of the following categories or are hybrids of one or more of the following categories:
Expected loss methods - these methods are based on the assumption that ultimate losses vary proportionately with premiums. Expected loss and loss adjustment expense ratios are typically developed based upon the information derived by underwriters and actuaries during the initial pricing of the business, supplemented by industry data available from organizations, such as statistical bureaus and consulting firms, where appropriate. These ratios consider, among other things, rate increases and changes in terms and conditions that have been observed in the market. Expected loss methods are useful for estimating ultimate losses and loss adjustment expenses in the early years of long-tailed lines of business, when little or no paid or incurred loss information is available, and is commonly applied when limited loss experience exists for a company.
Historical incurred loss development methods - these methods assume that the ratio of losses in one period to losses in an earlier period will remain constant in the future. These methods use incurred losses (i.e., the sum of cumulative historical loss payments plus outstanding case reserves) over discrete periods of time to estimate future losses. Historical incurred loss development methods may be preferable to historical paid loss development methods because they explicitly take into account open cases and the claims adjusters’ evaluations of the cost to settle all known claims. However, historical incurred loss development methods necessarily assume that case reserving practices are consistently applied over time. Therefore, when there have been significant changes in how case reserves are established, using incurred loss data to project ultimate losses may be less reliable than other methods.
Historical paid loss development methods - these methods, like historical incurred loss development methods, assume that the ratio of losses in one period to losses in an earlier period will remain constant. These methods use historical loss payments over discrete periods of time to estimate future losses and necessarily assume that factors that have affected paid losses in the past, such as inflation or the


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



effects of litigation, will remain constant in the future. Because historical paid loss development methods do not use incurred losses to estimate ultimate losses, they may be more reliable than the other methods that use incurred losses in situations where there are significant changes in how incurred losses are established by a company’s claims adjusters. However, historical paid loss development methods are more leveraged (meaning that small changes in payments have a larger impact on estimates of ultimate losses) than actuarial methods that use incurred losses because cumulative loss payments take much longer to equal the expected ultimate losses than cumulative incurred amounts. In addition, and for similar reasons, historical paid loss development methods are often slow to react to situations when new or different factors arise than those that have affected paid losses in the past.
Adjusted historical paid and incurred loss development methods - these methods take traditional historical paid and incurred loss development methods and adjust them for the estimated impact of changes from the past in factors such as inflation, the speed of claim payments or the adequacy of case reserves. Adjusted historical paid and incurred loss development methods are often more reliable methods of predicting ultimate losses in periods of significant change, provided the actuaries can develop methods to reasonably quantify the impact of changes. As such, these methods utilize more judgment than historical paid and incurred loss development methods.
Bornhuetter-Ferguson (“B-F”) paid and incurred loss methods - these methods utilize actual paid and incurred losses and expected patterns of paid and incurred losses, taking the initial expected ultimate losses into account to determine an estimate of expected ultimate losses. The B-F paid and incurred loss methods are useful when there are few reported claims and a relatively less stable pattern of reported losses.
Additional analyses - other methodologies are often used in the reserving process for specific types of claims or events, such as catastrophic or other specific major events. These include vendor catastrophe models, which are typically used in the estimation of loss reserves at the early stage of known catastrophic events before information has been reported to an insurer or reinsurer.
In the initial reserving process for short-tail insurance lines (consisting of property, energy, marine and aviation and other exposures including travel, accident and health and lenders products), the Company relies on a combination of the reserving methods discussed above. For catastrophe-exposed business, the reserving process also includes the usage of catastrophe models for known events and a heavy reliance on analysis of individual catastrophic events and management judgment. The development of losses on short-tail business can be unstable,
especially for policies characterized by high severity, low frequency losses. As time passes, for a given accident year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. The Company makes a number of key assumptions in their reserving process, including that historical paid and reported development patterns are stable, catastrophe models provide useful information about our exposure to catastrophic events that have occurred and underwriters’ judgment as to potential loss exposures can be relied on. The expected loss ratios used in the initial reserving process for short-tail business have varied over time due to changes in pricing, reinsurance structure, estimates of catastrophe losses, policy changes (such as attachment points, class and limits) and geographical distribution. As losses in short-tail lines are reported relatively quickly, expected loss ratios are selected for the current accident year based upon actual attritional loss ratios for earlier accident years, adjusted for rate changes, inflation, changes in reinsurance programs and expected attritional losses based on modeling. Furthermore, ultimate losses for short-tail business are known in a reasonably short period of time.
In the initial reserving process for medium-tail and long-tail insurance lines (consisting ofthird party occurrence business, third party claims made business, and other exposures including surety, programs and contract binding exposures), the Company primarily relies on the expected loss method. The development of the Company’s medium-tail and long-tail business may be unstable, especially if there are high severity major events, as a portion of the Company’s casualty business is in high excess layers. As time passes, for a given accident year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. The Company makes a number of key assumptions in reserving for medium-tail and long-tail lines, including that the pricing loss ratio is the best estimate of the ultimate loss ratio at the time the policy is entered into, that the loss development patterns, which are based on a combination of company and industry loss development patterns and adjusted to reflect differences in the insurance segment’s mix of business, are reasonable and that claims personnel and underwriters analyses of our exposure to major events are assumed to be the best estimate of exposure to the known claims on those events. The expected loss ratios used in the initial reserving process for medium-tail and long-tail business for recent accident years have varied over time, in some cases significantly, from earlier accident years. As the credibility of historical experience for earlier accident years increases, the experience from these accident years will be given a greater weighting in the actuarial analysis to determine future accident year expected loss ratios, adjusted for changes in pricing, loss trends, terms and conditions and reinsurance structure.


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The following tables present information on the insurance segment’s short-duration insurance contracts:
Property, energy, marine and aviation ($000’s except claim count)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $180,300
 $220,177
 $187,103
 $191,023
 $187,303
 $184,258
 $181,503
 $179,248
 $179,294
 $179,215
 $932
 4,062
2008   339,300
 331,932
 313,024
 299,069
 298,402
 289,622
 283,777
 280,463
 283,531
 2,319
 4,403
2009     255,287
 258,267
 229,937
 218,691
 204,281
 197,929
 196,029
 190,667
 2,185
 3,652
2010       197,546
 187,073
 151,676
 139,427
 128,222
 128,644
 127,156
 2,423
 3,697
2011         267,025
 267,423
 226,461
 214,736
 206,218
 204,481
 3,392
 4,268
2012           229,206
 229,405
 202,601
 196,335
 194,119
 12,675
 4,281
2013             157,159
 154,694
 147,034
 140,395
 9,190
 4,277
2014               145,297
 142,317
 144,652
 32,779
 3,864
2015                 110,447
 107,735
 40,625
 4,169
2016                   102,676
 34,675
 2,683
                  Total $1,674,627
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $40,978
 $101,911
 $145,291
 $159,580
 $165,845
 $169,741
 $169,858
 $172,842
 $175,683
 $176,283
    
2008   50,266
 128,858
 199,533
 224,394
 255,474
 260,660
 262,706
 262,008
 262,284
    
2009     38,410
 115,616
 142,329
 158,489
 167,715
 172,116
 176,154
 176,504
    
2010       28,438
 65,468
 87,117
 105,419
 110,490
 117,533
 119,582
    
2011         34,172
 98,209
 139,566
 164,795
 194,233
 199,088
    
2012           19,904
 91,331
 135,696
 158,410
 164,921
    
2013             31,752
 83,601
 109,130
 117,571
    
2014               25,601
 52,114
 76,452
    
2015                 23,173
 63,711
    
2016                   24,335
    
          Total  1,380,731
    
          All outstanding liabilities before 2007, net of reinsurance  1,363
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $295,259
    
Third party occurrence business ($000’s except claim count)
  Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $268,067
 $275,081
 $283,325
 $282,740
 $291,621
 $294,766
 $294,141
 $298,986
 $299,423
 $294,204
 $26,942
 26,292
2008   278,204
 282,265
 281,245
 279,598
 298,158
 303,261
 306,393
 302,909
 300,866
 42,064
 36,199
2009     273,058
 268,710
 270,512
 271,824
 275,442
 276,665
 267,635
 263,116
 52,872
 51,284
2010       248,292
 266,310
 261,743
 261,308
 264,158
 262,345
 259,723
 62,203
 63,405
2011         260,946
 267,847
 282,959
 288,329
 282,059
 285,345
 80,290
 71,745
2012           265,116
 287,512
 291,708
 293,351
 279,246
 118,915
 66,229
2013             293,284
 309,051
 318,064
 314,455
 164,137
 66,882
2014               331,206
 337,345
 340,532
 223,353
 74,755
2015                 359,605
 393,118
 291,557
 75,501
2016                   389,577
 351,395
 57,143
                  Total $3,120,182
    
     
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $6,235
 $29,577
 $66,183
 $101,303
 $138,428
 $167,708
 $196,780
 $209,623
 $223,251
 $243,300
    
2008   6,229
 21,688
 50,072
 85,710
 119,466
 165,068
 190,532
 204,294
 218,661
    
2009     5,674
 21,612
 47,085
 82,665
 122,619
 153,207
 171,226
 183,675
    
2010       6,840
 26,955
 50,112
 80,853
 117,488
 137,189
 157,541
    
2011         7,095
 26,817
 48,102
 81,827
 125,962
 151,093
    
2012           7,062
 31,741
 62,196
 88,918
 116,911
    
2013             7,081
 30,305
 73,401
 105,218
    
2014               9,457
 40,731
 72,032
    
2015                 11,213
 45,530
    
2016                   11,679
    
          Total  1,305,640
    
          All outstanding liabilities before 2007, net of reinsurance  70,695
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $1,885,237
    


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Third party claims-made business ($000’s except claim count)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $313,327
 $333,142
 $330,096
 $310,623
 $300,065
 $295,111
 $279,908
 $279,060
 $281,838
 $284,328
 $10,943
 7,720
2008   320,029
 371,723
 383,498
 389,285
 375,226
 385,537
 389,148
 377,994
 365,249
 12,868
 9,015
2009     283,463
 317,012
 307,431
 305,911
 302,656
 303,022
 306,165
 302,116
 13,747
 10,742
2010       283,569
 309,727
 332,382
 338,122
 331,809
 315,178
 297,514
 32,880
 12,088
2011         281,279
 323,922
 315,357
 310,093
 315,591
 293,510
 38,377
 11,626
2012           309,371
 313,500
 312,254
 307,283
 282,944
 60,737
 14,350
2013             294,863
 312,946
 316,776
 312,915
 113,414
 13,685
2014               259,705
 274,880
 292,489
 119,174
 12,839
2015                 254,152
 271,435
 174,944
 13,194
2016                   269,549
 225,772
 10,239
                  Total $2,972,049
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $9,840
 $57,758
 $110,737
 $144,064
 $166,272
 $196,781
 $215,120
 $223,237
 $231,871
 $239,677
    
2008   18,644
 73,431
 131,715
 174,184
 207,946
 233,022
 245,246
 283,796
 288,782
    
2009     11,406
 55,499
 107,932
 149,558
 186,663
 201,419
 235,436
 244,876
    
2010       13,914
 70,907
 128,465
 163,200
 198,603
 215,170
 229,464
    
2011         13,570
 71,303
 128,086
 171,287
 204,263
 223,086
    
2012           17,584
 68,132
 119,412
 162,316
 185,328
    
2013             18,829
 85,894
 135,420
 175,063
    
2014               13,709
 62,711
 127,515
    
2015                 8,960
 50,999
    
2016                   10,354
    
          Total  1,775,144
    
          All outstanding liabilities before 2007, net of reinsurance  53,954
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $1,250,859
    
Multi-line and other specialty ($000’s except claim count)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $223,393
 $240,582
 $243,348
 $240,117
 $239,588
 $235,951
 $233,464
 $232,620
 $231,402
 $231,981
 $4,963
 32,633
2008   228,695
 246,732
 240,576
 237,319
 237,341
 232,272
 231,545
 228,401
 227,468
 7,215
 39,744
2009     286,895
 296,932
 291,644
 285,646
 276,936
 278,035
 272,662
 269,675
 10,107
 40,048
2010       256,023
 261,927
 251,186
 255,766
 247,901
 243,315
 242,303
 11,677
 44,234
2011         271,646
 285,059
 283,771
 284,977
 285,238
 283,400
 13,732
 54,438
2012           379,395
 393,785
 394,910
 394,674
 395,219
 27,467
 67,941
2013             400,715
 415,737
 411,000
 433,993
 47,420
 85,200
2014               493,562
 527,661
 532,344
 82,716
 123,576
2015                 524,826
 543,531
 156,384
 136,528
2016                   536,653
 278,077
 123,476
                  Total $3,696,567
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $76,114
 $139,391
 $167,853
 $189,802
 $201,898
 $203,151
 $210,310
 $217,077
 $221,896
 $224,767
    
2008   62,249
 119,413
 135,592
 164,594
 185,255
 194,457
 204,545
 208,695
 211,535
    
2009     75,760
 140,220
 183,482
 206,753
 219,888
 242,817
 248,576
 252,445
    
2010       62,655
 117,813
 150,886
 186,101
 206,237
 214,732
 220,669
    
2011         70,609
 146,646
 180,270
 217,850
 241,456
 251,414
    
2012           98,357
 219,836
 282,088
 318,584
 342,606
    
2013             106,488
 207,498
 267,731
 326,511
    
2014               137,183
 273,421
 354,600
    
2015                 167,595
 303,966
    
2016                   194,866
    
          Total  2,683,379
    
          All outstanding liabilities before 2007, net of reinsurance  36,997
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $1,050,185
    


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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The following table presents the average annual percentage payout of incurred losses and allocated loss adjustment expenses by age, net favorableof reinsurance, as of December 31, 2016:
  Average annual percentage payout of incurred losses and allocated loss adjustment expenses by age, net of reinsurance
  Year 1 Year 2 Year 3 Year 4 Year 5 Year 6 Year 7 Year 8 Year 9 Year 10
Property, energy, marine and aviation 19.6% 32.5% 19.8% 10.0% 6.8% 2.8% 1.1% 0.5% 0.8% 0.3%
Third party occurrence business 2.5% 7.5% 10.2% 11.5% 13.1% 10.6% 8.3% 4.6% 4.7% 6.8%
Third party claims-made business 4.6% 17.4% 18.3% 13.1% 10.1% 6.9% 6.5% 5.5% 2.2% 2.7%
Other 28.1% 25.6% 13.2% 11.6% 7.0% 4.0% 3.0% 2.1% 1.7% 1.2%
Reinsurance Segment
Loss reserves for the Company’s reinsurance segment are comprised of (1) case reserves, (2) additional case reserves (“ACRs”) and (3) IBNR reserves. The Company receives reports of claims notices from ceding companies and records case reserves based upon the amount of reserves recommended by the ceding company. Case reserves may be supplemented by ACRs, which are often estimated by the Company’s claims personnel ahead of official notification from the ceding company, or when judgment regarding the size or severity of the known event differs from the ceding company. In certain instances, the Company establishes ACRs even when the ceding company does not report any liability on a known event. In addition, specific claim information reported by ceding companies or obtained through claim audits can alert the Company to emerging trends such as changing legal interpretations of coverage and liability, claims from unexpected sources or classes of business, and significant changes in the frequency or severity of individual claims. Such information is often used in the process of estimating IBNR reserves. IBNR reserves are established to provide for incurred claims which have not yet been reported at the balance sheet date as well as to adjust for any projected variance in case reserving. Actuaries estimate ultimate losses and loss adjustment expenses using various generally accepted actuarial methods applied to known losses and other relevant information. Like case reserves, IBNR reserves are adjusted as additional information becomes known or payments are made. The process of estimating reserves involves a considerable degree of judgment by management and, as of any given date, is inherently uncertain.
The estimation of loss reserves for the reinsurance segment is subject to the same risk factors as the estimation of loss reserves for the insurance segment. In addition, the inherent uncertainties of estimating such reserves are even greater for reinsurers, due primarily to the following factors: (1) the claim-tail for reinsurers is generally longer because claims are first reported to the ceding company and then to the reinsurer through one or more intermediaries, (2) the reliance on premium estimates, where reports have not been received from the ceding company, in the reserving process, (3) the potential for writing a number of reinsurance contracts with different ceding companies with the same exposure to a single loss event, (4) the diversity of loss development patterns among different types of reinsurance contracts, (5) the necessary reliance on the
ceding companies for information regarding reported claims and (6) the differing reserving practices among ceding companies.
As with the insurance segment, the process of estimating loss reserves for the reinsurance segment involves a considerable degree of judgment by management and, as of any given date, is inherently uncertain. As discussed above, such uncertainty is greater for reinsurers compared to insurers. As a result, our reinsurance operations obtain information from numerous sources to assist in the process. Pricing actuaries from the reinsurance segment devote considerable effort to understanding and analyzing a ceding company’s operations and loss history during the underwriting of the business, using a combination of ceding company and industry statistics. Such statistics normally include historical premium and loss data by class of business, individual claim information for larger claims, distributions of insurance limits provided, loss reporting and payment patterns, and rate change history. This analysis is used to project expected loss ratios for each treaty during the upcoming contract period.
As mentioned above, there can be a considerable time lag from the time a claim is reported to a ceding company to the time it is reported to the reinsurer. The lag can be several years in some cases and may be attributed to a number of reasons, including the time it takes to investigate a claim, delays associated with the litigation process, the deterioration in a claimant’s physical condition many years after an accident occurs, the case reserving approach of the ceding company, etc. In the reserving process, the Company assumes that such lags are predictable, on average, over time and therefore the lags are contemplated in the loss reporting patterns used in their actuarial methods. This means that the reinsurance segment must rely on estimates for a longer period of time than does an insurance company. Backlogs in the recording of assumed reinsurance can also complicate the accuracy of loss reserve estimation. As of December 31, 2016 there were no significant backlogs related to the processing of assumed reinsurance information at our reinsurance operations.
The reinsurance segment relies heavily on information reported by ceding companies, as discussed above. In order to determine the accuracy and completeness of such information, underwriters, actuaries, and claims personnel often perform audits of ceding companies and regularly review information received from ceding companies for unusual or unexpected


ACGL 2016 FORM 10-K152


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



results. Material findings are usually discussed with the ceding companies. The Company sometimes encounters situations where they determine that a claim presentation from a ceding company is not in accordance with contract terms. In these situations, the Company attempts to resolve the dispute with the ceding company. Most situations are resolved amicably and without the need for litigation or arbitration. However, in the infrequent situations where a resolution is not possible, the Company will vigorously defend its position in such disputes.
Although loss reserves are initially determined based on underwriting and pricing analysis, the Company applies several generally accepted actuarial methods, as discussed above, on a quarterly basis to evaluate its loss reserves in addition to the expected loss method, in particular for loss reserves from more mature underwriting years (the year in which business is underwritten). Each quarter, as part of the reserving process, the Company’s actuaries reaffirm that the assumptions used in the reserving process continue to form a sound basis for projection of liabilities. If actual loss activity differs substantially from expectations based on historical information, an adjustment to loss reserves may be supported. Estimated loss reserves for more mature underwriting years are now based more on actual loss activity and historical patterns than on the initial assumptions based on pricing indications. More recent underwriting years rely more heavily on internal pricing assumptions. The Company places more or less reliance on a particular actuarial method based on the facts and circumstances at the time the estimates of loss reserves are made.
In the initial reserving process for short-tail reinsurance lines (consisting of property excluding property catastrophe and property catastrophe exposures), the Company relies on a combination of the reserving methods discussed above. For known catastrophic events, the reserving process also includes the usage of catastrophe models and a heavy reliance on analysis which includes ceding company inquiries and management judgment. The development of $45.1 million, or 2.4 pointsproperty losses may be unstable, especially where there is high catastrophic exposure, may be characterized by high severity, low frequency losses for excess and catastrophe-exposed business and may be highly correlated across contracts. As time passes, for a given underwriting year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. The Company makes a number of net earned premium, consistedkey assumptions in reserving for short-tail lines, including that historical paid and reported development
patterns are stable, catastrophe models provide useful information about our exposure to catastrophic events that have occurred and our underwriters’ judgment and guidance received from ceding companies as to potential loss exposures may be relied on. The expected loss ratios used in the initial reserving process for property exposures have varied over time due to changes in pricing, reinsurance structure, estimates of $67.0 million of net favorable development from short-tailed lines, partially offset by $21.9 million of net adverse development from medium-tailedcatastrophe losses, terms and long-tailed lines. Favorable development in short-tailed lines predominantly consisted of $62.4 million of net favorable developmentconditions and geographical distribution. As losses in property lines are reported relatively quickly, expected loss ratios are selected for the current underwriting year incorporating the experience for earlier underwriting years, adjusted for rate changes, inflation, changes in reinsurance programs, expectations about present and future market conditions and expected attritional losses based on modeling. Due to the short-tail nature of property business, reported loss experience emerges quickly and ultimate losses are known in a reasonably short period of time.
In the initial reserving process for medium-tail and long-tail reinsurance lines (consisting of casualty, other specialty, marine and aviation and other exposures), the Company primarily relies on the expected loss method. The development of medium-tail and long-tail business may be unstable, especially if there are high severity major events, with business written on an excess of loss basis typically having a longer tail than business written on a pro rata basis. As time passes, for a given underwriting year, additional weight is given to the paid and incurred B-F loss development methods and historical paid and incurred loss development methods in the reserving process. Our reinsurance operations make a number of key assumptions in reserving for medium-tail and long-tail lines, including that the pricing loss ratio is the best estimate of the ultimate loss ratio at the time the contract is entered into, historical paid and reported development patterns are stable and claims personnel and underwriters analyses of our exposure to major events are assumed to be our best estimate of our exposure to the known claims on those events. The expected loss ratios used in our reinsurance operations’ initial reserving process for medium-tail and long-tail contracts have varied over time due to changes in pricing, terms and conditions and reinsurance structure. As the credibility of historical experience for earlier underwriting years increases, the experience from these underwriting years will be used in the actuarial analysis to determine future underwriting year expected loss ratios, adjusted for changes in pricing, loss trends, terms and conditions and reinsurance structure.


ACGL 2016 FORM 10-K153


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The following tables present information on the reinsurance segment’s short-duration insurance contracts:
Casualty ($000’s)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $339,471
 $347,611
 $367,008
 $378,503
 $365,063
 $355,953
 $341,681
 $331,034
 $323,786
 $316,814
 $45,289
 N/A
2008   278,537
 284,514
 283,878
 278,461
 270,815
 269,719
 270,502
 266,409
 262,719
 36,402
 N/A
2009     260,256
 280,724
 297,999
 278,634
 274,198
 263,679
 247,356
 233,054
 38,885
 N/A
2010       192,444
 193,735
 196,639
 188,353
 177,871
 167,019
 161,228
 48,412
 N/A
2011         150,110
 153,867
 147,770
 142,495
 138,174
 134,743
 40,718
 N/A
2012           144,052
 141,974
 137,878
 126,251
 116,002
 52,556
 N/A
2013             165,598
 158,775
 154,772
 148,653
 80,130
 N/A
2014               214,107
 219,239
 216,094
 126,333
 N/A
2015                 218,030
 217,274
 141,715
 N/A
2016                   209,180
 176,069
 N/A
                  Total $2,015,761
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $6,182
 $27,195
 $71,546
 $107,715
 $170,191
 $188,544
 $206,153
 $217,314
 $227,003
 $237,771
    
2008   3,489
 22,307
 46,426
 72,601
 92,764
 130,723
 159,593
 181,419
 193,634
    
2009     3,140
 18,994
 46,491
 73,086
 104,576
 133,898
 147,965
 158,363
    
2010       2,110
 21,290
 38,905
 54,036
 72,244
 82,816
 93,738
    
2011         2,267
 11,853
 22,529
 39,386
 55,610
 65,273
    
2012           1,261
 8,671
 15,405
 26,789
 38,228
    
2013             2,453
 10,019
 23,534
 44,101
    
2014               3,920
 16,067
 40,982
    
2015                 4,439
 20,214
    
2016                   5,680
    
          Total  897,984
    
          All outstanding liabilities before 2007, net of reinsurance  234,649
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $1,352,426
    

Property catastrophe ($000’s)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $60,675
 $38,886
 $30,012
 $28,520
 $27,051
 $26,840
 $26,675
 $26,655
 $26,831
 $26,596
 $308
 N/A
2008   147,178
 105,238
 120,521
 119,782
 120,188
 115,795
 114,415
 114,037
 113,875
 749
 N/A
2009     73,956
 32,002
 19,364
 17,887
 16,781
 16,541
 15,644
 15,325
 361
 N/A
2010       93,365
 48,133
 39,852
 39,797
 43,587
 43,989
 43,819
 
 N/A
2011         203,858
 184,408
 166,175
 153,535
 149,731
 149,015
 88
 N/A
2012           149,573
 122,745
 108,509
 102,074
 99,862
 409
 N/A
2013             65,837
 46,432
 35,314
 30,888
 1,540
 N/A
2014               44,326
 30,171
 24,754
 2,644
 N/A
2015                 31,996
 16,734
 4,235
 N/A
2016                   22,760
 9,399
 N/A
                  Total $543,628
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $13,706
 $21,939
 $25,775
 $25,855
 $26,194
 $26,241
 $26,326
 $26,313
 $25,970
 $26,016
    
2008   52,416
 79,478
 89,007
 97,740
 108,293
 111,990
 112,702
 112,873
 112,931
    
2009     9,892
 13,263
 13,047
 14,604
 14,856
 14,857
 14,881
 14,898
    
2010       8,531
 23,656
 31,788
 38,020
 39,515
 41,113
 42,523
    
2011         59,795
 82,064
 113,742
 128,585
 134,124
 136,654
    
2012           25,850
 70,839
 83,804
 90,709
 92,868
    
2013             12,138
 18,782
 23,334
 25,029
    
2014               13,644
 19,654
 18,060
    
2015                 (3,693) (3,193)    
2016                   (7,486)    
          Total  458,300
    
          All outstanding liabilities before 2007, net of reinsurance  303
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $85,631
    


ACGL 2016 FORM 10-K154


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Property excluding property catastrophe ($000’s)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $142,050
 $128,558
 $122,590
 $111,925
 $109,247
 $105,659
 $105,646
 $104,460
 $105,754
 $101,832
 $729
 N/A
2008   210,512
 185,509
 189,154
 194,523
 189,762
 186,879
 184,860
 184,388
 178,561
 2,465
 N/A
2009     215,218
 192,530
 170,108
 163,338
 162,588
 160,510
 157,665
 148,172
 2,710
 N/A
2010       142,014
 127,666
 117,476
 111,888
 109,942
 107,820
 104,063
 3,226
 N/A
2011         205,149
 178,301
 165,807
 162,099
 157,962
 156,675
 5,986
 N/A
2012           155,491
 121,156
 123,121
 118,551
 114,131
 6,232
 N/A
2013             114,884
 76,420
 70,090
 65,771
 5,854
 N/A
2014               142,589
 116,738
 98,649
 12,300
 N/A
2015                 212,989
 187,633
 25,827
 N/A
2016                   174,752
 79,520
 N/A
                  Total $1,330,239
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $36,890
 $74,745
 $89,947
 $94,729
 $97,857
 $98,887
 $100,484
 $100,642
 $99,871
 $99,859
    
2008   55,694
 124,489
 145,496
 159,947
 165,559
 171,634
 172,666
 172,516
 173,437
    
2009     65,920
 116,161
 133,401
 137,739
 139,566
 142,078
 143,190
 143,998
    
2010       37,675
 76,223
 87,938
 93,069
 95,253
 96,401
 97,045
    
2011         47,248
 120,354
 140,156
 144,623
 146,674
 147,773
    
2012           25,988
 77,704
 92,807
 101,457
 102,402
    
2013             25,862
 42,427
 49,464
 52,643
    
2014               23,402
 62,598
 71,411
    
2015                 75,211
 118,223
    
2016                   33,210
    
          Total  1,040,001
    
          All outstanding liabilities before 2007, net of reinsurance  4,509
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $294,747
    

Marine and aviation ($000’s)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $67,699
 $71,250
 $66,807
 $64,235
 $61,521
 $60,803
 $59,162
 $60,361
 $60,570
 $58,560
 $1,341
 N/A
2008   131,809
 157,870
 164,599
 158,626
 154,928
 153,538
 151,688
 151,659
 149,716
 2,866
 N/A
2009     49,336
 40,839
 35,093
 33,365
 30,499
 29,253
 27,827
 27,572
 2,632
 N/A
2010       40,969
 42,278
 38,500
 35,404
 33,499
 31,886
 31,137
 1,780
 N/A
2011         39,290
 32,870
 35,809
 32,375
 28,758
 27,161
 6,514
 N/A
2012           58,923
 58,781
 54,902
 52,111
 50,901
 8,739
 N/A
2013             38,534
 37,213
 36,100
 34,681
 10,930
 N/A
2014               30,636
 28,806
 27,011
 10,136
 N/A
2015                 33,530
 37,309
 11,232
 N/A
2016                   27,311
 25,067
 N/A
                  Total $471,359
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $10,843
 $25,867
 $38,493
 $44,133
 $47,683
 $50,811
 $52,018
 $54,517
 $54,321
 $54,641
    
2008   11,103
 50,449
 82,868
 112,265
 127,726
 140,184
 142,487
 144,334
 144,743
    
2009     6,761
 15,999
 19,088
 22,145
 22,178
 22,520
 23,084
 23,548
    
2010       8,523
 13,401
 16,751
 18,477
 20,216
 26,524
 27,170
    
2011         4,420
 12,120
 16,526
 19,224
 15,937
 16,610
    
2012           2,652
 11,396
 27,433
 33,176
 34,906
    
2013             4,780
 13,377
 17,987
 20,929
    
2014               3,994
 7,763
 11,303
    
2015                 (4) 13,380
    
2016                   (7,339)    
          Total  339,891
    
          All outstanding liabilities before 2007, net of reinsurance  16,183
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $147,651
    


ACGL 2016 FORM 10-K155


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Other specialty ($000’s)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of reported claims
  Year ended December 31,  
Accident year 2007
unaudited
 2008
unaudited
 2009 unaudited 2010
unaudited
 2011 unaudited 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2007 $55,559
 $41,032
 $37,663
 $34,588
 $31,588
 $30,292
 $30,346
 $30,539
 $30,001
 $29,542
 $1,508
 N/A
2008   42,296
 35,752
 32,445
 28,650
 26,775
 28,541
 27,106
 26,987
 26,021
 2,264
 N/A
2009     59,371
 48,707
 43,703
 37,716
 35,608
 33,618
 34,789
 35,224
 2,760
 N/A
2010       42,433
 32,330
 25,673
 23,465
 22,465
 22,119
 21,879
 1,965
 N/A
2011         109,167
 94,121
 90,278
 88,641
 86,776
 85,405
 3,290
 N/A
2012           211,292
 201,403
 191,347
 185,979
 183,891
 19,920
 N/A
2013             243,333
 218,117
 208,819
 205,432
 31,524
 N/A
2014               268,335
 250,573
 252,528
 50,079
 N/A
2015                 204,749
 196,298
 55,630
 N/A
2016                   217,117
 106,192
 N/A
                  Total $1,253,337
    
                         
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2007 $7,457
 $21,293
 $24,682
 $25,581
 $26,218
 $26,324
 $26,576
 $27,048
 $27,058
 $27,105
    
2008   5,074
 14,292
 19,727
 20,932
 21,603
 23,303
 22,664
 23,265
 23,317
    
2009     8,989
 26,785
 29,591
 29,462
 29,419
 29,297
 29,782
 30,538
    
2010       3,998
 13,229
 16,288
 17,298
 18,085
 18,670
 18,887
    
2011         27,956
 55,853
 67,577
 72,081
 75,412
 77,102
    
2012           42,894
 114,990
 136,209
 146,641
 153,986
    
2013             54,446
 114,017
 138,843
 154,794
    
2014               67,189
 143,024
 178,004
    
2015                 53,500
 111,864
    
2016                   62,865
    
          Total  838,462
    
          All outstanding liabilities before 2007, net of reinsurance  7,336
    
        Liabilities for losses and loss adjustment expenses, net of reinsurance  $422,211
    
The following table presents the average annual percentage payout of incurred losses and allocated loss adjustment expenses by age, net of reinsurance, as of December 31, 2016:
  Average annual percentage payout of incurred losses and allocated loss adjustment expenses by age, net of reinsurance
  Year 1 Year 2 Year 3 Year 4 Year 5 Year 6 Year 7 Year 8 Year 9 Year 10
Casualty 1.7% 7.1% 10.0% 11.2% 12.4% 9.3% 7.3% 5.4% 3.9 % 3.4%
Property catastrophe 28.7% 24.4% 10.3% 7.8% 3.6% 1.8% 1.1% 0.1% (0.6)% 0.2%
Property excluding property catastrophe 32.3% 36.3% 11.9% 5.1% 1.9% 1.6% 0.9% 0.2% (0.1)% %
Marine and aviation 10.1% 24.6% 17.4% 10.8% 2.2% 7.5% 1.9% 2.4%  % 0.5%
Other specialty 25.4% 37.3% 13.2% 4.4% 2.7% 2.2% 0.2% 2.0% 0.1 % 0.2%
Mortgage Segment
The Company’s mortgage segment includes (1) direct mortgage insurance in the U.S., (2) direct mortgage insurance in Europe, (3) global mortgage reinsurance and (4) various GSE credit risk-sharing products, with the latter three categories excluded on the basis of insignificance for the purposes of presenting disclosures related to short duration contracts.
For direct mortgage insurance business, the Company establishes case reserves for loans that have been reported as delinquent by loan servicers as well as those that are delinquent but not reported (IBNR reserves). The Company’s U.S. mortgage insurance operations also reserve for the expenses of adjusting claims related to these delinquencies. The trigger that creates a case reserve estimate is that an insured loan is reported to us as being two payments in arrears. The actuarial reviews and documentation created in the reserving process are completed in accordance with generally accepted actuarial standards. The selected assumptions reflect the actuary’s
judgment based on historical data and experience combined with information concerning current underwriting, economic, judicial, regulatory and other influences on ultimate claim settlements.
Because the reserving process requires the Company to forecast future conditions, it is inherently uncertain and requires significant judgment and estimation. The use of different estimates would result in the establishment of different reserve levels. Additionally, changes in accounting estimates are likely to occur from period to period as economic conditions change and the ultimate liability may vary significantly from the 2008estimates used. Major risk factors include (but are not limited to) changes in home prices and borrower equity, which can limit the borrower’s ability to 2011sell the property and satisfy the outstanding loan balance, and changes in unemployment, which can affect the borrower’s income and ability to make mortgage payments.


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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The lead methodology used by the Company is a frequency-severity method based on the inventory of pending delinquencies. Each month the loan servicers report the delinquency status of each insured loan. Using the frequency-severity method allows the Company to take advantage of its knowledge of the number of delinquent loans and the coverage provided (“risk size”) on those loans by directly relating the reserves to these amounts. The delinquencies are grouped into homogeneous cohorts for analysis, reflecting product type and age of delinquency. A claim rate is then developed for each cohort which represents the frequency with which the delinquencies become claims. The claim rates are based on an analysis of the patterns of emerging cure counts and claim counts, the foreclosure status of the pending delinquencies, the product and geographical mix of the delinquencies and our view of future economic and claim conditions, which include trends in home prices and unemployment. Claim rates can vary materially by age of delinquency, depending on the mix of delinquencies and economic conditions.
Claim size estimates are determined by examining the risk sizes on the delinquent loans and estimating the portion of risk that will be paid, as well as any expenses. This is done based on a review of historical data, an assessment of economic conditions and the level of equity the borrowers may have in their homes, as well as considering loss mitigation opportunities. Mortgage insurance is generally not subject to large claim sizes, as with some other lines of insurance. A claim size over $250,000 is
rare, and this helps reduce the volatility of claim size estimates. The claim rate and claim size assumptions generate case reserves for the population of reported delinquencies. The reserve for unreported delinquencies (included in IBNR reserves) is estimated by looking at historical patterns of reporting. Claim rates and claim sizes can then be assigned to estimated unreported delinquencies using assumptions made in the establishment of case reserves.
Mortgage insurance reserves are short-tail, in the sense that the vast majority of delinquencies are resolved within two years of being reported. While reserves are initially analyzed by reserve cohort, as described above, they are also rolled up by underwriting year to ensure that reserve assumptions are consistent with the performance of the underwriting year. The accuracy of prior reserve assumptions is also checked in hindsight to determine if adjustments are needed.
Loss reserves for the Company’s mortgage reinsurance business and GSE credit-risk sharing transactions are comprised of case reserves and IBNR reserves. The Company’s mortgage reinsurance operations receive reports of delinquent loans and claims notices from ceding companies and record case reserves based upon the amount of reserves recommended by the ceding company. In addition, specific claim and delinquency information reported by ceding companies is used in the process of estimating IBNR reserves.
The tables below reflect the acquired business of UGC across all periods presented. Due to the length of time for which claims incurred typically remain outstanding prior to payment and the Company’s formation of the mortgage segment in 2014, the Company determined that five accident years withwas sufficient for its current disclosures. The following table presents information on the balance emanating from lenders products, primarilymortgage segment’s short-duration insurance contracts:
Direct mortgage insurance business in the U.S. ($000’s except claim count)
Incurred losses and allocated loss adjustment expenses, net of reinsurance December 31, 2016
    Total of IBNR liabilities plus expected development on reported claims 
Cumulative
number of paid claims
  Year ended December 31,  
Accident year 2012
unaudited
 2013
unaudited
 2014
unaudited
 2015
unaudited
 2016  
2012 520,835
 480,592
 475,317
 469,238
 467,296
 871
 14,671
2013   469,311
 419,668
 411,793
 405,809
 1,108
 8,875
2014     316,095
 297,151
 279,434
 2,273
 5,264
2015       222,790
 197,238
 3,216
 2,496
2016         183,556
 6,291
 319
        Total $1,533,333
    
               
Cumulative paid losses and allocated loss adjustment expenses, net of reinsurance    
2012 (106,065) 186,605
 327,605
 395,695
 426,024
    
2013   41,447
 203,957
 308,956
 353,189
    
2014     20,099
 129,159
 201,925
    
2015       16,159
 92,431
    
2016         11,462
    
    1,085,031
    
  All outstanding liabilities before 2007, net of reinsurance 116,380
    
    $564,682
    


ACGL 2016 FORM 10-K157


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The following table presents the average annual percentage payout of incurred losses and allocated loss adjustment expenses by age, net of reinsurance, as of December 31, 2016:
Average annual percentage payout of incurred losses and allocated loss adjustment expenses by age, net of reinsurance
  Year 1 Year 2 Year 3 Year 4 Year 5
U.S. Primary 1.8% 45.1% 27.4% 12.7% 6.5%
Other Segment
Loss reserves for the ‘other’ segment (i.e., Watford Re) are comprised of case reserves, ACRs and IBNR reserves. For all business assumed by Watford Re, the Company acts as reinsurance underwriting manager, provides actuarial and risk management services and recommends a level of loss reserves to Watford Re. The Company does not guarantee or provide credit support for Watford Re, and the Company’s financial exposure to Watford Re is limited to its investment in Watford Re’s common and preferred shares and counterparty credit risk (mitigated by collateral) arising from the 2011reinsurance transactions. The estimation of loss reserves for Watford Re is subject to the same risk factors as the estimation of loss reserves for the Company’s insurance, reinsurance and 2012 accident years,mortgage segments as described earlier. Watford Re performs its own reserve reviews and travel and accident, primarily fromsets its loss reserves independently. As noted previously, the 2009 and 2010 accident years. Contained within this short tail release was favorableCompany determined that amounts in the ‘other’ segment are insignificant for the purposes of these footnote disclosures.
For the year ended December 31, 2016, the Company did not make any significant changes in its methodologies or assumptions as described above (a) to determine the presented amounts of IBNR reserves, (b) for expected development of $15.9 million from 2005 to 2012 named catastrophic events. Net adverse development in medium-tailed and long-tailed lines of $21.9 million included a net increase of $28.0 million in specialty casualtyon case reserves. Such development primarily stemmed from losses in two captive programs written by
The Company measures claim frequency information on an individual claim count basis. Claim counts are provided for the insurance segment's Canadian operation,and mortgage segments, where reliable information is available. For insurance business, any claim which was partially offset by favorable development in non-captive business, and from three large excess casualty claimsis reported to the Company is included in the count, even if it is subsequently settled without liability to the Company. The Company does not include claim count information for losses from U.S. insurance segment's U.S. operation, allpool business where individual loss information is unavailable and impracticable to obtain. For mortgage business, only delinquencies which subsequently become claims are included in the claim count. For reinsurance business, claim counts are not provided. A significant amount of the Company’s reinsurance business is written on a proportional basis, for which individual loss information is typically unavailable and impracticable to obtain.
For the year ended December 31, 2016, the Company did not make any significant changes in its methodologies or assumptions as described above into calculate the more recent accident years. In addition,cumulative claim frequency.
The following table represents a reconciliation of the insurance segment experienced $26.2 milliondisclosures of net adverseincurred and paid loss development in program business, with nearly 90%tables to the reserve for losses and loss adjustment expenses at December 31, 2016:
 December 31, 2016
Net outstanding liabilities 
Insurance 
Property, energy, marine and aviation$295,259
Third party occurrence business1,885,237
Third party claims-made business1,250,859
Multi-line and other specialty1,050,185
Reinsurance 
Casualty1,352,426
Property catastrophe85,631
Property excluding property catastrophe294,747
Marine and aviation147,651
Other specialty422,211
Mortgage 
U.S. primary564,682
Other short duration lines not included in disclosures602,324
Total for short duration lines7,951,212
  
Unpaid losses and loss adjustment expenses recoverable 
Insurance 
Property, energy, marine and aviation230,421
Third party occurrence business946,133
Third party claims-made business689,470
Multi-line and other specialty137,503
Reinsurance 
Casualty306,229
Property catastrophe43,271
Property excluding property catastrophe28,620
Marine and aviation18,708
Other specialty29,330
Mortgage 
U.S. primary26,420
Other short duration lines not included in disclosures11,693
Intercompany eliminations(388,295)
Total for short duration lines2,079,503
  
Lines other than short duration20,111
Discounting(18,246)
Unallocated claims adjustment expenses168,380
 170,245
  
Total gross reserves for losses and loss adjustment expenses$10,200,960


ACGL 2016 FORM 10-K158



8.    Reinsurance
In the normal course of business, the Company’s insurance subsidiaries cede a portion of their premium through pro rata and excess of loss reinsurance agreements on a treaty or facultative basis. The Company’s reinsurance subsidiaries participate in “common account” retrocessional arrangements for certain pro rata treaties. Such arrangements reduce the effect of individual or aggregate losses to all companies participating on such treaties, including the reinsurers, such as the Company’s reinsurance subsidiaries, and the ceding company. In addition, the Company’s reinsurance subsidiaries may purchase retrocessional coverage as part of their risk management program. Reinsurance recoverables are recorded as assets, predicated on the reinsurers’ ability to meet their obligations under the reinsurance agreements. If the reinsurers are unable to satisfy their obligations under the agreements, the Company’s insurance or reinsurance subsidiaries would be liable for such defaulted amounts.
The effects of reinsurance on the Company’s written and earned premiums and losses and loss adjustment expenses with unaffiliated reinsurers were as follows:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Premiums Written          
Direct$3,086,919
 $3,100,946
 $2,754,582
$3,337,690
 $3,086,919
 $3,100,946
Assumed1,710,244
 1,739,670
 1,442,041
1,864,444
 1,710,244
 1,739,670
Ceded(979,632) (948,678) (845,256)(1,170,743) (979,632) (948,678)
Net$3,817,531
 $3,891,938
 $3,351,367
$4,031,391
 $3,817,531
 $3,891,938
          
Premiums Earned          
Direct$3,002,508
 $2,914,755
 $2,666,104
$3,192,653
 $3,002,508
 $2,914,755
Assumed1,659,456
 1,574,049
 1,296,048
1,730,884
 1,659,456
 1,574,049
Ceded(928,059) (895,056) (816,200)(1,038,715) (928,059) (895,056)
Net$3,733,905
 $3,593,748
 $3,145,952
$3,884,822
 $3,733,905
 $3,593,748
          
Losses and Loss Adjustment Expenses          
Direct$1,830,785
 $1,763,492
 $1,603,369
$1,976,853
 $1,830,785
 $1,763,492
Assumed752,304
 621,346
 450,618
847,038
 752,304
 621,346
Ceded(532,186) (465,588) (374,563)(638,292) (532,186) (465,588)
Net$2,050,903
 $1,919,250
 $1,679,424
$2,185,599
 $2,050,903
 $1,919,250
The Company monitors the financial condition of its reinsurers and attempts to place coverages only with substantial, financially sound carriers. At December 31, 2016, approximately 75.7% of the Company’s reinsurance recoverables on paid and unpaid losses (not including ceded unearned premiums) of $2.11 billion were due from carriers which had an A.M. Best rating of “A-” or better while 24.2% were from companies not rated, a substantial portion of which was collateralized through reinsurance trusts or letters of credit. The largest reinsurance recoverables from any one carrier was approximately 2.4% of the Company’s total shareholders’
equity at December 31, 2016. At December 31, 2015, approximately 77.9% of the Company’s reinsurance recoverables on paid and unpaid losses (not including prepaid reinsuranceceded unearned premiums) of $1.87 billion were due from carriers which had an A.M. Best rating of “A-” or better while 22.0% were from companies not rated, a substantial portion of which was collateralized through reinsurance trusts or letters of credit. The largest reinsurance recoverables from any one carrier was approximately 3.4% of the Company’s total shareholders’ equity at December 31, 2015. At December 31, 2014, approximately 83.0% of the Company’s reinsurance recoverables on paid and unpaid losses (not including prepaid

165


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


reinsurance premiums) of $1.81 billion were due from carriers which had an A.M. Best rating of “A-” or better while 17.0% were from companies not rated, a substantial portion of which was collateralized through reinsurance trusts or letters of credit. The largest reinsurance recoverables from any one carrier was approximately 3.7% of the Company’s total shareholders’ equity at December 31, 2014. Although the Company has not experienced any material credit losses to date, an inability of its reinsurers or retrocessionaires to meet their obligations to it over the relevant exposure periods for any reason could have a material adverse effect on its financial condition and results of operations.
On July 29, 2015, UGC entered into an aggregate excess of loss reinsurance agreement with Bellemeade Re, a special purpose reinsurance company domiciled in Bermuda, at inception for new delinquencies on a portfolio of in-force policies issued between January 1, 2009 and March 31, 2013 through a mortgage insurance-linked notes offering by Bellemeade Re I Ltd. (“Bellemeade Re I”), a special purpose reinsurance company domiciled in Bermuda. The approximately $300 million of aggregate excess of loss reinsurance coverage decreases over a ten-year period as the underlying covered mortgages amortize and was $156.6 million as of December 31, 2016. For the coverage period, the ceding insurers will retain the first layer of $129.9 million of aggregate losses and Bellemeade Re will then provide second layer coverage up to the outstanding coverage amount. The ceding insurers will then retain losses in excess of the outstanding coverage limit.

On May 9, 2016, UGC entered into an aggregate excess of loss reinsurance agreement with Bellemeade Re at inception for new delinquencies on a portfolio of in-force policies issued in 2008 and prior years through a mortgage insurance-linked notes offering by Bellemeade Re II Ltd. (“Bellemeade Re II”), a special purpose reinsurance company domiciled in Bermuda. The approximately $300 million coverage amount decreases over a ten-year period as the underlying covered mortgages amortize and was $298.6 million as of December 31, 2016. For the coverage period, the ceding insurers will retain the first layer of $646.9 million of aggregate losses and Bellemeade Re II will then provide second layer coverage up to the outstanding coverage amount. The ceding insurers will then retain losses in excess of the outstanding coverage limit.



ACGL 2016 FORM 10-K159


8.
ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



9.    Investment Information
At December 31, 2015,2016, total investable assets of $16.34$20.49 billion included $14.64$18.64 billion managedheld by the Company and $1.70$1.86 billion attributable to Watford Re.
Available For Sale SecuritiesInvestments
The following table summarizes the fair value and cost or amortized cost of the Company’s securities classified as available for sale:
Estimated Gross Gross Cost or OTTIEstimated Gross Gross Cost or OTTI
Fair Unrealized Unrealized Amortized UnrealizedFair Unrealized Unrealized Amortized Unrealized
Value Gains Losses Cost Losses (2)
December 31, 2016         
Fixed maturities (1):         
Corporate bonds$4,392,373
 $27,606
 $(46,905) $4,411,672
 $(2,285)
Mortgage backed securities490,093
 4,794
 (8,357) 493,656
 (3,323)
Municipal bonds3,713,434
 8,554
 (29,154) 3,734,034
 (201)
Commercial mortgage backed securities536,051
 2,876
 (6,508) 539,683
 
U.S. government and government agencies2,804,540
 9,319
 (24,437) 2,819,658
 
Non-U.S. government securities1,096,440
 19,036
 (56,872) 1,134,276
 
Asset backed securities1,123,987
 6,897
 (6,526) 1,123,616
 (22)
Total14,156,918
 79,082
 (178,759) 14,256,595
 (5,831)
Equity securities532,680
 62,627
 (17,517) 487,570
 
Other investments167,970
 21,358
 (2,465) 149,077
 
Short-term investments612,005
 272
 (145) 611,878
 
Total$15,469,573
 $163,339
 $(198,886) $15,505,120
 $(5,831)
Value Gains Losses Cost Losses (2)         
December 31, 2015                  
Fixed maturities (1):                  
Corporate bonds$2,725,729
 $15,978
 $(60,508) $2,770,259
 $(3,553)$2,725,729
 $15,978
 $(60,508) $2,770,259
 $(3,553)
Mortgage backed securities754,870
 9,872
 (5,334) 750,332
 (3,350)754,870
 9,872
 (5,334) 750,332
 (3,350)
Municipal bonds1,626,281
 27,014
 (1,534) 1,600,801
 
1,626,281
 27,014
 (1,534) 1,600,801
 
Commercial mortgage backed securities764,152
 3,269
 (6,978) 767,861
 
764,152
 3,269
 (6,978) 767,861
 
U.S. government and government agencies2,423,455
 6,228
 (9,978) 2,427,205
 
2,423,455
 6,228
 (9,978) 2,427,205
 
Non-U.S. government securities917,664
 10,414
 (39,122) 946,372
 
917,664
 10,414
 (39,122) 946,372
 
Asset backed securities1,620,506
 3,307
 (12,951) 1,630,150
 (22)1,620,506
 3,307
 (12,951) 1,630,150
 (22)
Total10,832,657
 76,082
 (136,405) 10,892,980
 (6,925)10,832,657
 76,082
 (136,405) 10,892,980
 (6,925)
Equity securities629,182
 94,341
 (17,796) 552,637
 
629,182
 94,341
 (17,796) 552,637
 
Other investments300,476
 43,798
 (4,665) 261,343
 
300,476
 43,798
 (4,665) 261,343
 
Short-term investments587,904
 187
 (3,425) 591,142
 
587,904
 187
 (3,425) 591,142
 
Total$12,350,219
 $214,408
 $(162,291) $12,298,102
 $(6,925)$12,350,219
 $214,408
 $(162,291) $12,298,102
 $(6,925)
         
December 31, 2014         
Fixed maturities (1):         
Corporate bonds$3,108,513
 $37,928
 $(38,974) $3,109,559
 $(317)
Mortgage backed securities943,343
 18,843
 (3,842) 928,342
 (3,307)
Municipal bonds1,494,122
 31,227
 (1,044) 1,463,939
 
Commercial mortgage backed securities1,114,528
 14,594
 (3,822) 1,103,756
 
U.S. government and government agencies1,447,972
 8,345
 (1,760) 1,441,387
 
Non-U.S. government securities1,015,153
 21,311
 (37,203) 1,031,045
 
Asset backed securities1,677,941
 8,425
 (6,089) 1,675,605
 (22)
Total10,801,572
 140,673
 (92,734) 10,753,633
 (3,646)
Equity securities658,182
 109,012
 (13,364) 562,534
 
Other investments296,224
 31,839
 (362) 264,747
 
Short-term investments797,226
 738
 (5,270) 801,758
 
Total$12,553,204
 $282,262
 $(111,730) $12,382,672
 $(3,646)
(1)In securities lending transactions, the Company receives collateral in excess of the fair value of the fixed maturities and short-term investments pledged. For purposes of this table, the Company has excluded the collateral received under securities lending, at fair value and included the securities pledged under securities lending, at fair value. See “—Securities Lending Agreements.”
(2)Represents the total other-than-temporary impairments (“OTTI”) recognized in accumulated other comprehensive income (“AOCI”). It does not include the change in fair value subsequent to the impairment measurement date. At December 31, 2015,2016, the net unrealized lossgain related to securities for which a non-credit OTTI was recognized in AOCI was $1.4$2.8 million, compared to a net unrealized gainloss of $0.9$1.4 million at December 31, 2014.2015.


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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




The following table summarizes, for all available for sale securities in an unrealized loss position, the fair value and gross unrealized loss by length of time the security has been in a continual unrealized loss position:
Less than 12 Months 12 Months or More TotalLess than 12 Months 12 Months or More Total
Estimated Gross Estimated Gross Estimated GrossEstimated Gross Estimated Gross Estimated Gross
Fair Unrealized Fair Unrealized Fair UnrealizedFair Unrealized Fair Unrealized Fair Unrealized
Value Losses Value Losses Value Losses
December 31, 2016           
Fixed maturities (1):           
Corporate bonds$1,700,813
 $(43,011) $46,902
 $(3,894) $1,747,715
 $(46,905)
Mortgage backed securities402,699
 (8,134) 6,105
 (223) 408,804
 (8,357)
Municipal bonds1,513,308
 (28,504) 29,636
 (650) 1,542,944
 (29,154)
Commercial mortgage backed securities231,374
 (6,331) 5,635
 (177) 237,009
 (6,508)
U.S. government and government agencies1,888,018
 (24,437) 
 
 1,888,018
 (24,437)
Non-U.S. government securities807,598
 (56,872) 
 
 807,598
 (56,872)
Asset backed securities627,557
 (5,465) 65,723
 (1,061) 693,280
 (6,526)
Total7,171,367
 (172,754) 154,001
 (6,005) 7,325,368
 (178,759)
Equity securities269,381
 (17,517) 
 
 269,381
 (17,517)
Other investments39,299
 (2,465) 
 
 39,299
 (2,465)
Short-term investments29,146
 (145) 
 
 29,146
 (145)
Total$7,509,193
 $(192,881) $154,001
 $(6,005) $7,663,194
 $(198,886)
Value Losses Value Losses Value Losses           
December 31, 2015                      
Fixed maturities (1):                      
Corporate bonds$1,810,988
 $(37,445) $129,896
 $(23,063) $1,940,884
 $(60,508)$1,810,988
 $(37,445) $129,896
 $(23,063) $1,940,884
 $(60,508)
Mortgage backed securities487,018
 (4,508) 48,991
 (826) 536,009
 (5,334)487,018
 (4,508) 48,991
 (826) 536,009
 (5,334)
Municipal bonds269,015
 (1,303) 9,692
 (231) 278,707
 (1,534)269,015
 (1,303) 9,692
 (231) 278,707
 (1,534)
Commercial mortgage backed securities511,261
 (6,639) 20,596
 (339) 531,857
 (6,978)511,261
 (6,639) 20,596
 (339) 531,857
 (6,978)
U.S. government and government agencies1,991,163
 (9,978) 
 
 1,991,163
 (9,978)1,991,163
 (9,978) 
 
 1,991,163
 (9,978)
Non-U.S. government securities458,414
 (13,494) 138,792
 (25,628) 597,206
 (39,122)458,414
 (13,494) 138,792
 (25,628) 597,206
 (39,122)
Asset backed securities1,217,163
 (9,328) 134,841
 (3,623) 1,352,004
 (12,951)1,217,163
 (9,328) 134,841
 (3,623) 1,352,004
 (12,951)
Total6,745,022
 (82,695) 482,808
 (53,710) 7,227,830
 (136,405)6,745,022
 (82,695) 482,808
 (53,710) 7,227,830
 (136,405)
Equity securities232,275
 (17,796) 
 
 232,275
 (17,796)232,275
 (17,796) 
 
 232,275
 (17,796)
Other investments93,614
 (4,665) 
 
 93,614
 (4,665)93,614
 (4,665) 
 
 93,614
 (4,665)
Short-term investments30,625
 (3,425) 
 
 30,625
 (3,425)30,625
 (3,425) 
 
 30,625
 (3,425)
Total$7,101,536
 $(108,581) $482,808
 $(53,710) $7,584,344
 $(162,291)$7,101,536
 $(108,581) $482,808
 $(53,710) $7,584,344
 $(162,291)
           
December 31, 2014           
Fixed maturities (1):           
Corporate bonds$1,309,637
 $(32,903) $148,963
 $(6,071) $1,458,600
 $(38,974)
Mortgage backed securities293,624
 (1,476) 59,107
 (2,366) 352,731
 (3,842)
Municipal bonds210,614
 (588) 13,643
 (456) 224,257
 (1,044)
Commercial mortgage backed securities232,147
 (770) 125,894
 (3,052) 358,041
 (3,822)
U.S. government and government agencies618,381
 (1,626) 3,438
 (134) 621,819
 (1,760)
Non-U.S. government securities510,766
 (31,172) 46,910
 (6,031) 557,676
 (37,203)
Asset backed securities612,950
 (2,486) 243,452
 (3,603) 856,402
 (6,089)
Total3,788,119
 (71,021) 641,407
 (21,713) 4,429,526
 (92,734)
Equity securities181,002
 (13,364) 
 
 181,002
 (13,364)
Other investments59,638
 (362) 
 
 59,638
 (362)
Short-term investments79,271
 (5,270) 
 
 79,271
 (5,270)
Total$4,108,030
 $(90,017) $641,407
 $(21,713) $4,749,437
 $(111,730)
(1)In securities lending transactions, the Company receives collateral in excess of the fair value of the fixed maturities and short-term investments pledged. For purposes of this table, the Company has excluded the collateral received and reinvested and included the fixed maturities and short-term investments pledged. See “—Securities Lending Agreements.”
At December 31, 2016, on a lot level basis, approximately 3,540 security lots out of a total of approximately 7,240 security lots were in an unrealized loss position and the largest single unrealized loss from a single lot in the Company’s fixed maturity portfolio was $4.6 million. The Company believes that such securities were temporarily impaired at December 31, 2016. At December 31, 2015, on a lot level basis, approximately 3,560 security lots out of a total of approximately 5,550 security lots were in an unrealized loss position and the largest single unrealized loss from a single lot in the Company’s fixed maturity portfolio was $3.1 million. At December 31, 2014, on a lot level basis, approximately 1,900 security lots out of a total of approximately 4,790 security lots were in an unrealized loss position and the largest single unrealized loss from a single lot in the Company’s fixed maturity portfolio was $2.9 million.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



The contractual maturities of the Company’s fixed maturities and fixed maturities pledged under securities lending agreements are shown in the following table. Expected maturities, which are management’s best estimates, will differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.
 December 31, 2015 December 31, 2014 December 31, 2016 December 31, 2015
Maturity Estimated Fair Value Amortized Cost Estimated Fair Value Amortized Cost Estimated Fair Value Amortized Cost Estimated Fair Value Amortized Cost
Due in one year or less $337,898
 $341,595
 $235,930
 $233,794
 $560,830
 $557,675
 $337,898
 $341,595
Due after one year through five years 4,644,516
 4,677,230
 4,074,562
 4,077,408
 6,158,148
 6,211,099
 4,644,516
 4,677,230
Due after five years through 10 years 2,214,413
 2,228,638
 2,475,726
 2,461,356
 4,676,847
 4,710,017
 2,214,413
 2,228,638
Due after 10 years 496,302
 497,174
 279,542
 273,372
 610,962
 620,849
 496,302
 497,174
 7,693,129
 7,744,637
 7,065,760
 7,045,930
 12,006,787
 12,099,640
 7,693,129
 7,744,637
Mortgage backed securities 754,870
 750,332
 943,343
 928,342
 490,093
 493,656
 754,870
 750,332
Commercial mortgage backed securities 764,152
 767,861
 1,114,528
 1,103,756
 536,051
 539,683
 764,152
 767,861
Asset backed securities 1,620,506
 1,630,150
 1,677,941
 1,675,605
 1,123,987
 1,123,616
 1,620,506
 1,630,150
Total $10,832,657
 $10,892,980
 $10,801,572
 $10,753,633
 $14,156,918
 $14,256,595
 $10,832,657
 $10,892,980
Securities Lending Agreements
From time to time, theThe Company enters into securities lending agreements with financial institutions to enhance investment income. The Companyincome whereby it loans certain of its securities to third parties, primarily major brokerage firms, for short periods of time through a lending agent. The Company maintains legal control over the securities it lends, retains the earnings and cash flows associated with the loaned securities and receives a fee from the borrower for the temporary use of the securities. An indemnification agreement with the lending agent protects the Company in the event a borrower becomes insolvent or fails to return any of the securities on loan to the Company.
At December 31, 2015, the fair value and amortized cost of securities pledged under securities lending agreements were $384.1 million and $386.4 million, respectively, compared to $50.8 million and $52.1 million at December 31, 2014, respectively. At December 31, 2015, the portfolio of collateral backing the Company’s securities lending program included approximately $3.0 million of sub-prime securities, compared to $5.8 million at December 31, 2014.
The Company receives collateral in the form of cash or securities. Cash collateral primarily consists of short-term investments. At December 31, 2016, the fair value of the cash collateral received on securities lending was $212.4 million and the fair value of security collateral received was $550.1 million. At December 31, 2015, the fair value of the cash collateral received on securities lending was $52.7 million, which included $3.0 million that was reinvested in sub-prime mortgage backed securities, and the fair value of security collateral received was $336.6 million. At December 31, 2014, the fair value of the cash collateral received on securities lending was $44.3 million, which included $5.8 million that was reinvested in sub-prime mortgage backed securities, and the fair value of security collateral received was nil. 
The Company’s securities lending transactions were accounted for as secured borrowings with significant investment categories as follows:
 December 31, 2015 Remaining Contractual Maturity of the Agreements
 Remaining Contractual Maturity of the Agreements Overnight and Continuous Less than 30 Days 30-90 Days 90 Days or More Total
Securities Lending Transactions Overnight and Continuous Less than 30 Days 30-90 Days 90 Days or More Total
December 31, 2016          
U.S. government and government agencies $235,728
 $
 $82,286
 $9,598
 $327,612
 $556,015
 $31,244
 $126,093
 $5,140
 $718,492
Corporate bonds 55,086
 
 
 
 55,086
 29,078
 
 
 
 29,078
Equity securities 6,722
 4,424
 
 
 11,146
 14,984
 
 
 
 14,984
Total $297,536
 $4,424
 $82,286
 $9,598
 $393,844
 $600,077
 $31,244
 $126,093
 $5,140
 $762,554
Gross amount of recognized liabilities for securities lending in offsetting disclosure in Note 10 $
Amounts related to securities lending not included in offsetting disclosure in Note 10 $393,844
Gross amount of recognized liabilities for securities lending in offsetting disclosure in Note 11Gross amount of recognized liabilities for securities lending in offsetting disclosure in Note 11 $
Amounts related to securities lending not included in offsetting disclosure in Note 11Amounts related to securities lending not included in offsetting disclosure in Note 11 $762,554
          
December 31, 2015          
U.S. government and government agencies $235,728
 $
 $82,286
 $9,598
 $327,612
Corporate bonds 55,086
 
 
 
 55,086
Equity securities 6,722
 4,424
 
 
 11,146
Total $297,536
 $4,424
 $82,286
 $9,598
 $393,844
Gross amount of recognized liabilities for securities lending in offsetting disclosure in Note 11Gross amount of recognized liabilities for securities lending in offsetting disclosure in Note 11 $
Amounts related to securities lending not included in offsetting disclosure in Note 11Amounts related to securities lending not included in offsetting disclosure in Note 11 $393,844



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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Other Investments
The following table summarizes the Company’s other investments, including available for sale and fair value option components:
December 31,December 31,
2015 20142016 2015
Available for sale securities:      
Asian and emerging markets$206,861
 $236,586
$84,778
 $206,861
Investment grade fixed income31,370
 59,638
33,923
 31,370
Credit related funds22,512
 
7,469
 22,512
Other39,733
 
41,800
 39,733
Total available for sale300,476
 296,224
167,970
 300,476
Fair value option:      
Term loan investments (par value: $1,197,143 and $1,094,337)1,108,017
 1,073,649
Term loan investments (par value: $1,208,537 and $1,197,143)1,190,799
 1,108,017
Mezzanine debt funds121,589
 121,341
127,943
 121,589
Credit related funds219,049
 114,436
218,298
 219,049
Investment grade fixed income63,053
 69,108
75,468
 63,053
Asian and emerging markets34,761
 25,800
178,568
 34,761
Other (1)124,502
 137,094
129,717
 124,502
Total fair value option1,670,971
 1,541,428
1,920,793
 1,670,971
Total$1,971,447
 $1,837,652
$2,088,763
 $1,971,447
(1)Includes fund investments with strategies in mortgage servicing rights, transportation and infrastructure assets and other.
Certain of the Company’s other investments are in investment funds for which the Company has the option to redeem at agreed upon values as described in each investment fund’s subscription agreement. Depending on the terms of the various subscription agreements, investments in investment funds may be redeemed daily, monthly, quarterly or on other terms. Two common redemption restrictions which may impact the Company’s ability to redeem these investment funds are gates and lockups. A gate is a suspension of redemptions which may be implemented by the general partner or investment manager of the fund in order to defer, in whole or in part, the redemption request in the event the aggregate amount of redemption requests exceeds a predetermined percentage of the investment fund's net assets which may otherwise hinder the general partner or investment manager's ability to liquidate holdings in an orderly fashion in order to generate the cash necessary to fund extraordinarily large redemption payouts. A lockup period is the initial amount of time an investor is contractually required to hold the security before having the ability to redeem. If the investment funds are eligible to be redeemed, the time to redeem such fund can take weeks or months following the notification.
Fair Value Option
The following table summarizes the Company’s assets and liabilities which are accounted for using the fair value option:
December 31,December 31,
2015 20142016 2015
Fixed maturities$936,802
 $632,024
$1,099,116
 $936,802
Other investments1,670,971
 1,541,428
1,920,793
 1,670,971
Short-term investments285,923
 251,601
373,669
 285,923
Equity securities798
 
27,642
 798
Investments accounted for using the fair value option$2,894,494
 $2,425,053
$3,421,220
 $2,894,494

Limited Partnership Interests
In the normal course of its activities, the Company invests in limited partnerships as part of its overall investment strategy. Such amounts are included in ‘investments accounted for using the equity method’ and ‘investments accounted for using the fair value option.’ Based on the new accounting guidance for consolidation, the Company determined that these limited partnership interests represented variable interests in the funds because the general partner did not have a significant interest in the funds. The Company’s maximum exposure to loss with respect to these investments is limited to the investment carrying amounts reported in the Company’s consolidated balance sheet and any unfunded commitment.
The following table summarizes investments in limited partnership interests where the Company has a variable interest by balance sheet item:
169
 December 31,
 2016 2015
Investments accounted for using the equity method (1)$800,970
 $584,158
Investments accounted for using the fair value option (2)90,804
 90,969
Total$891,774
 $675,127
(1)Aggregate unfunded commitments were $776.6 million at December 31, 2016, compared to $535.4 million at December 31, 2015.
(2)Aggregate unfunded commitments were $16.7 million at December 31, 2016, compared to $22.7 million at December 31, 2015.


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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Net Investment Income
The components of net investment income were derived from the following sources:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Fixed maturities$283,998
 $265,219
 $249,833
$295,502
 $283,998
 $265,219
Term loan investments71,120
 39,940
 20,608
92,568
 71,120
 39,940
Equity securities (dividends)13,534
 13,005
 8,919
Equity securities12,536
 13,534
 13,005
Short-term investments669
 1,888
 1,259
6,071
 669
 1,888
Other (1)41,807
 28,869
 19,710
40,247
 41,807
 28,869
Gross investment income411,128
 348,921
 300,329
446,924
 411,128
 348,921
Investment expenses(63,038) (46,336) (33,110)(80,182) (63,038) (46,336)
Net investment income$348,090
 $302,585
 $267,219
$366,742
 $348,090
 $302,585
(1)Includes income distributions from investment funds and other items.

Net Realized Gains (Losses)
Net realized gains (losses) were as follows, excluding the other-than-temporary impairment provisions:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Available for sale securities:          
Gross gains on investment sales$281,786
 $248,031
 $239,421
$309,896
 $281,786
 $248,031
Gross losses on investment sales(218,970) (145,808) (203,077)(214,447) (218,970) (145,808)
Change in fair value of assets and liabilities accounted for using the fair value option:          
Fixed maturities(84,620) (20,743) 54
47,890
 (84,620) (20,743)
Other investments(122,171) 2,672
 17,503
58,687
 (122,171) 2,672
Equity securities(85) 
 704
366
 (85) 
Short-term investments1,462
 (395) 
93
 1,462
 (395)
Derivative instruments (1)(7,114) 43,934
 20,912
(22,612) (7,114) 43,934
Other (2)(36,130) (24,774) (1,499)(42,287) (36,130) (24,774)
Net realized gains (losses)$(185,842) $102,917
 $74,018
$137,586
 $(185,842) $102,917
(1)See Note 1011 for information on the Company’s derivative instruments.
(2)Includes the re-measurement of contingent consideration liability amounts.


Equity in Net Income (Loss) of Investment Funds Accounted For Using the Equity Method

The Company recorded equity in net income related to investment funds accounted for using the equity method of $48.5 million for 2016, compared to $25.5 million for 2015 and $19.9 million for 2014. In applying the equity method, investments are initially recorded at cost and are subsequently adjusted based on the Company’s proportionate share of the net income or loss of the funds (which include changes in the fair
170


Tablevalue of Contentsthe underlying securities in the funds). Such investments are generally recorded on a one month lag with some investments reported on a three month lag based on the availability of reports from the investment funds.
ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


Other-Than-Temporary Impairments
The Company performs quarterly reviews of its available for sale investments in order to determine whether declines in fair value below the amortized cost basis were considered other-than-temporary in accordance with applicable guidance.
The following table details the net impairment losses recognized in earnings by asset class:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Fixed maturities:          
Mortgage backed securities$(1,794) $(1,525) $(295)$(964) $(1,794) $(1,525)
Corporate bonds(10,841) (2,062) (88)(5,674) (10,841) (2,062)
Non-U.S. government securities(823) 
 
Commercial mortgage backed securities
 (7) 

 
 (7)
Asset backed securities
 (40) (128)(14,736) 
 (40)
Municipal bonds(726) 
 
Total(12,635) (3,634) (511)(22,923) (12,635) (3,634)
Short-term investments(2,341) 
 

 (2,341) 
Equity securities(4,206) (1,106) (3,275)(3,990) (4,206) (1,106)
Other investments(934) (25,410) 
(3,529) (934) (25,410)
Net impairment losses recognized in earnings$(20,116) $(30,150) $(3,786)$(30,442) $(20,116) $(30,150)
A description of the methodology and significant inputs used to measure the amount of net impairment losses recognized in earnings in 20152016 is as follows:
Asset backed securities – the Company utilized underlying data provided by asset managers, cash flow projections and additional information from credit agencies in order to determine an expected recovery value for each security. Impairment losses primarily reflected reductions in two securities following an analysis of expected cash flows;
Corporate bonds – the Company reviewed the business prospects, credit ratings, estimated loss given default factors, foreign currency impacts and information received from asset managers and rating agencies for certain corporate bonds. Approximately 57% of the impairmentImpairment losses for 2015primarily resulted from reductions on non-investment grade corporate bonds predominantly in the energy sector, reflecting current market conditions, with the remaining 43% related to foreign currency fluctuations on non-U.S. Dollar denominated investments based on the remaining time to maturity. The amortized cost basis of the corporate bonds were adjusted down, if required, to the expected recovery value calculated in the OTTI review process;conditions;
Equity securities – the Company utilized information received from asset managers on common stocks, including the business prospects, recent events, industry and market data and other factors. For certainImpairment losses were


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



primarily on equities which were in an unrealized loss position and where the Company determined that it did not have the intent or ability to hold such securities for a reasonable periodsignificant length of time by which the fair value of the securities would increase and the Company would recover its cost, the cost basis of such securities was adjusted down accordingly;time;
Other investments – the Company utilized information received from fund managers and positive and negative evidence, including the business prospects, recent events, industry and market data and other factors. Net impairmentImpairment losses for 2015 primarily related toreflected a reduction in the carrying value of one fund investment;
Mortgage backed securities – the Company utilized underlying data provided by asset managers, cash flow projections and additional information from credit agencies in order to determine an expected recovery value for each security. The analysis includes expected cash flow projections under base case and stress case scenarioson certain funds which modify the expected default expectations and loss severities and slow down prepayment assumptions. The significant inputs in the models include the expected default rates, delinquency rates and foreclosure costs. The amortized cost basis of the mortgage backed securities were adjusted down, if required, to the expected recovery value calculated in the OTTI review process;
Short-term investments – net impairment losses related to a reduction in the carrying value of a Euro-denominated investment in an unrealized loss position due to the declinefor a significant length of the Euro against the U.S. Dollar. Due to the short time to maturity, the Company recorded an OTTI on such security.time.

171


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


The Company believes that the $6.9$5.8 million of OTTI included in accumulated other comprehensive income at December 31, 20152016 on the securities which were considered by the Company to be impaired was due to market and sector-related factors (i.e., not credit losses). At December 31, 2015,2016, the Company did not intend to sell these securities, or any other securities which were in an unrealized loss position, and determined that it is more likely than not that the Company will not be required to sell such securities before recovery of their cost basis.
The following table provides a roll forward of the amount related to credit losses recognized in earnings for which a portion of an OTTI was recognized in accumulated other comprehensive income:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Balance at start of year$20,196
 $60,062
 $62,001
$26,875
 $20,196
 $60,062
Credit loss impairments recognized on securities not previously impaired12,777
 691
 423
2,186
 12,777
 691
Credit loss impairments recognized on securities previously impaired1,673
 162
 88
582
 1,673
 162
Reductions for increases in cash flows expected to be collected that are recognized over the remaining life of the security
 
 

 
 
Reductions for securities sold during the period(7,771) (40,719) (2,450)(16,505) (7,771) (40,719)
Balance at end of year$26,875
 $20,196
 $60,062
$13,138
 $26,875
 $20,196
Restricted Assets
The Company is required to maintain assets on deposit, which primarily consist of fixed maturities, with various regulatory authorities to support its insurance and reinsurance operations. The Company’s insurance and reinsurance subsidiaries maintain assets in trust accounts as collateral for insurance and reinsurance transactions with affiliated companies and also have investments in segregated portfolios primarily to provide collateral or guarantees for letters of credit to third parties. See Note 1516 for further details.
The following table details the value of the Company’s restricted assets:
December 31,December 31,
2015 20142016 2015
Assets used for collateral or guarantees:      
Affiliated transactions$3,810,104
 $4,138,527
$3,871,971
 $3,810,104
Third party agreements1,181,087
 970,120
1,513,079
 1,286,257
Deposits with U.S. regulatory authorities391,458
 337,981
472,890
 391,458
Deposits with non-U.S. regulatory authorities38,230
 
44,399
 38,230
Trust funds105,170
 72,461
Total restricted assets$5,526,049
 $5,519,089
$5,902,339
 $5,526,049
In addition, because Watford Re is an independent company, the assets of Watford Re can be used only to settle obligations of Watford Re and Watford Re is solely responsible for its own liabilities and commitments. See Note 5, for information on Watford Re’s assets and liabilities.
Investment Funds Accounted For Using the Equity Method
The Company recorded equity in net income related to investment funds accounted for using the equity method of $25.5 million for 2015, compared to $19.9 million for 2014 and $35.7 million for 2013. Due to the ownership structure of these investment funds (e.g., limited partnership), the Company uses the equity method where it does not have a controlling interest and is not the primary beneficiary. In applying the equity method, these investments are initially recorded at cost and are subsequently adjusted based on the Company’s proportionate share of the net income or loss of the funds (which include changes in the fair value of the underlying securities in the funds). Such investments are generally recorded on a one month lag with some investments reported on a three month lag based on the availability of reports from the investment funds. Changes in the carrying value of such investments are recorded in net income as “Equity in net income (loss) of investment funds accounted for using the equity method.” As such, fluctuations in the carrying value of the investment funds accounted for using the equity method may increase the volatility of the Company’s reported results of operations. Investment funds accounted for using the equity method totaled $593.0 million at December 31, 2015, compared to $349.0 million at December 31, 2014.

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9.10.    Fair Value
Accounting guidance regarding fair value measurements addresses how companies should measure fair value when they are required to use a fair value measure for recognition or disclosure purposes under GAAP and provides a common definition of fair value to be used throughout GAAP. It defines fair value as the price that would be received to sell an asset or paid to transfer a liability in an orderly fashion between market participants at the measurement date. In addition, it establishes a three-level valuation hierarchy for the disclosure of fair value measurements. The valuation hierarchy is based upon the transparency of inputs to the valuation of an asset or liability as of the measurement date. The level in the hierarchy within which a given fair value measurement falls is determined based on the lowest level input that is significant to the measurement (Level 1 being the highest priority and Level 3 being the lowest priority).
The levels in the hierarchy are defined as follows:
Level 1:
Inputs to the valuation methodology are observable inputs that reflect quoted prices (unadjusted) for identical assets or liabilities in active markets
Level 2:Inputs to the valuation methodology include quoted prices for similar assets and liabilities in active markets, and inputs that are observable for the asset or liability, either directly or indirectly, for substantially the full term of the financial instrument
Level 3:Inputs to the valuation methodology are unobservable and significant to the fair value measurement
Fair Value Measurements on a Recurring Basis
Following is a description of the valuation methodologies used for securities measured at fair value, as well as the general classification of such securities pursuant to the valuation hierarchy. The Company reviews its securities measured at fair value and discusses the proper classification of such investments with investment advisers and others.


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The Company determines the existence of an active market based on its judgment as to whether transactions for the financial instrument occur in such market with sufficient frequency and volume to provide reliable pricing information. The independent pricing sources obtain market quotations and actual transaction prices for securities that have quoted prices in active markets. The Company uses quoted values and other data provided by nationally recognized independent pricing sources as inputs into its process for determining fair values of its fixed maturity investments. To validate the techniques or models used by pricing sources, the Company's review process includes, but is not limited to: (i) quantitative analysis (e.g., comparing the quarterly return for each managed portfolio to its target benchmark, with significant differences identified and investigated); (ii) a review of the average number of prices obtained in the pricing process and the range of resulting fair values; (iii) initial and ongoing evaluation of methodologies used by outside parties to calculate fair value; (iv) a comparison of the fair value estimates to the Company’s knowledge of the current market; (v) a comparison of the pricing services' fair values to other pricing services' fair values for the same investments; and (vi) periodic back-testing, which includes randomly selecting purchased or sold securities and comparing the executed prices to the fair value estimates from the pricing service. A price source hierarchy was maintained in order to determine which price source would be used (i.e.(i.e., a price obtained from a pricing service with more seniority in the hierarchy will be used over a less senior one in all cases). The hierarchy prioritizes pricing services based on availability and reliability and assigns the highest priority to index providers. Based on the above review, the Company will challenge any prices for a security or portfolio which are considered not to be representative of fair value. TheFor a limited number of securities, the Company did not adjust any of thesubstituted prices obtained from the independent pricing sources at December 31, 2015.2016 and utilized prices received from broker-dealers.
In certain circumstances, when fair values are unavailable from these independent pricing sources, quotes are obtained directly from broker-dealers who are active in the corresponding markets. Such quotes are subject to the validation procedures noted above. Of the $15.40$19.1 billion of financial assets and liabilities measured at fair value at December 31, 2016, approximately $234.0 million, or 1.2%, were priced using non-binding broker-dealer quotes. Of the $15.4 billion of financial assets and liabilities measured at fair value at December 31, 2015, approximately $317.8 million, or 2.1%, were priced using non-binding broker-dealer quotes. Of the $15.06 billion of financial assets and liabilities measured at fair value at December 31, 2014, approximately $260.8 million, or 1.7%, were priced using non-binding broker-dealer quotes.
The Company reviews its securities measured at fair value and discusses the proper classification of such investments with investment advisors and others. A discussion of the general classification of the Company’s financial instruments follows:

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Fixed maturities.
The Company uses the market approach valuation technique to estimate the fair value of its fixed maturity securities, when possible. The market approach includes obtaining prices from independent pricing services, such as index providers and pricing vendors, as well as to a lesser extent quotes from broker-dealers.broker-
dealers. The independent pricing sources obtain market quotations and actual transaction prices for securities that have quoted prices in active markets. Each source has its own proprietary method for determining the fair value of securities that are not actively traded. In general, these methods involve the use of “matrix pricing” in which the independent pricing source uses observable market inputs including, but not limited to, investment yields, credit risks and spreads, benchmarking of like securities, broker-dealer quotes, reported trades and sector groupings to determine a reasonable fair value.

The following describes the significant inputs generally used to determine the fair value of the Company’s fixed maturity securities by asset class:

U.S. government and government agencies — valuations provided by independent pricing services, with all prices provided through index providers and pricing vendors. The Company determined that all U.S. Treasuries would be classified as Level 1 securities due to observed levels of trading activity, the high number of strongly correlated pricing quotes received on U.S. Treasuries and other factors. The fair values of U.S. government agency securities are generally determined using the spread above the risk-free yield curve. As the yields for the risk-free yield curve and the spreads for these securities are observable market inputs, the fair values of U.S. government agency securities are classified within Level 2.
Corporate bonds — valuations provided by independent pricing services, substantially all through index providers and pricing vendors with a small amount through broker-dealers. The fair values of these securities are generally determined using the spread above the risk-free yield curve. These spreads are generally obtained from the new issue market, secondary trading and from broker-dealers who trade in the relevant security market. As the significant inputs used in the pricing process for corporate bonds are observable market inputs, the fair value of these securities are classified within Level 2. One security is included in Level 3 due to a low level of transparency on the inputs used in the pricing process.

Mortgage-backed securities — valuations provided by independent pricing services, substantially all through pricing vendors and index providers with a small amount through broker-dealers. The fair values of these securities are generally determined through the use of pricing models (including Option Adjusted Spread) which use spreads to determine the expected average life of the securities. These spreads are generally obtained from the new issue market, secondary trading and from broker-dealers who trade in the relevant security market. The pricing services also review prepayment speeds and other indicators, when applicable. As the significant inputs used in the pricing process for mortgage-backed securities are observable market inputs, the fair value of these securities are classified within Level 2.

Municipal bonds — valuations provided by independent pricing services, with all prices provided through index


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providers and pricing vendors. The fair values of these securities are generally determined using spreads obtained from broker-dealers who trade in the relevant security market, trade prices and the new issue market. As the significant inputs used in the pricing process for municipal bonds are observable market inputs, the fair value of these securities are classified within Level 2.

Commercial mortgage-backed securities — valuations provided by independent pricing services, substantially all through index providers and pricing vendors with a small amount through broker-dealers. The fair values of these securities are generally determined through the use of pricing models which use spreads to determine the appropriate average life of the securities. These spreads are generally obtained from the new issue market, secondary trading and from broker-dealers who trade in the relevant security market. The pricing services also review prepayment speeds and other indicators, when applicable. As the significant inputs used in the pricing process for commercial mortgage-backed securities are observable market inputs, the fair value of these securities are classified within Level 2.

Non-U.S. government securities — valuations provided by independent pricing services, with all prices provided through index providers and pricing vendors. The fair values of these securities are generally based on international indices or valuation models which include daily observed yield curves, cross-currency basis index spreads and country credit spreads. As the significant inputs used in the pricing process for non-U.S. government securities are observable market inputs, the fair value of these securities are classified within Level 2.


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Asset-backed securities — valuations provided by independent pricing services, substantially all through index providers and pricing vendors with a small amount through broker-dealers. The fair values of these securities are generally determined through the use of pricing models (including Option Adjusted Spread) which use spreads to determine the appropriate average life of the securities. These spreads are generally obtained from the new issue market, secondary trading and from broker-dealers who trade in the relevant security market. The pricing services also review prepayment speeds and other indicators, when applicable. As the significant inputs used in the pricing process for asset-backed securities are observable market inputs, the fair value of these securities are classified within Level 2.
During 2015, the Company transferred $44.6 million A small number of U.S. government agency securities from Level 1 to Level 2 based on a review of the pricing of such securities, as described above. In addition, the Company transferred $16.4 million of corporate bonds from Level 2 toare included in Level 3 which indicateddue to a low level of transparency on the inputs used in the pricing process on one corporate bond.process.
Equity securities.
The Company determined that exchange-traded equity securities would be included in Level 1 as their fair values are based on quoted market prices in active markets. Other equity securities are included in Level 2 of the valuation hierarchy.
Other investments.
The Company determined that exchange-traded investments in mutual funds would be included in Level 1 as their fair values are based on quoted market prices in active markets. Other investments also include term loan investments for which fair values are estimated by using quoted prices of term loan investments with similar characteristics, pricing models or matrix pricing. Such investments are generally classified within Level 2. A small number of securities are included in Level 3 due to a low level of transparency on the inputs used in the pricing process. The fair values for certain of the Company’s other investments are determined using net asset values as advised by external fund managers. The net asset value is based on the fund manager’s valuation of the underlying holdings in accordance with the fund’s governing documents. In accordance with applicable accounting guidance, certain investments that are measured at fair value using the net asset value per share (or its equivalent) practical expedient have not been classified in the fair value hierarchy.
During 2015 ,2016, the Company transferred $99.7$25.0 million of other investments from Level 2 to Level 13 based on a review of the pricing of such securities, as described above.
Derivative instruments. instruments
The Company’s futures contracts, foreign currency forward contracts, interest rate swaps and other derivatives trade in the over-the-counter derivative market. The Company uses the market approach valuation technique to estimate the fair value for these derivatives based on significant observable market inputs from third party pricing vendors, non-binding broker-dealer quotes and/or recent trading activity. As the significant inputs used in the pricing process for these derivative instruments are observable market inputs, the fair value of these securities are classified within Level 2.
Short-term investments.
The Company determined that certain of its short-term investments held in highly liquid money market-type funds, Treasury bills and commercial paper would be included in Level 1 as their fair values are based on quoted market prices in active markets. The fair values of other short-term investments are generally determined using the spread above the risk-free yield curve and are classified within Level 2.
Contingent consideration liabilities.
Contingent consideration liabilities (included in ‘other liabilities’ in the consolidated balance sheets) includesinclude amounts related to the Company’s 2014 acquisition of CMG Mortgage Insurance Company and its affiliated mortgage insurance companies (the “CMG Entities”) and other acquisitions. Such amounts are remeasured at fair value at each balance sheet date with changes in fair value recognized in ‘net realized gains (losses).’ To determine the fair value of contingent consideration liabilities, the Company estimates future payments using an income approach based on modeled inputs which include a weighted average cost of capital. The Company determined that contingent consideration liabilities would be included within Level 3.


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payments using an income approach based on modeled inputs which include a weighted average cost of capital. The Company
determined that contingent consideration liabilities would be included within Level 3.

The following table presents the Company’s financial assets and liabilities measured at fair value by level at December 31, 2015:2016:
  Fair Value Measurement Using:  Fair Value Measurement Using:
Estimated
Fair Value
 
Quoted Prices in Active Markets for Identical Assets
(Level 1)
 
Significant Other Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
Estimated
Fair Value
 
Quoted Prices in Active Markets for Identical Assets
(Level 1)
 
Significant Other Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
Assets measured at fair value:              
Available for sale securities:              
Fixed maturities (1):              
Corporate bonds$2,725,729
 $
 $2,709,361
 $16,368
$4,392,373
 $
 $4,374,029
 $18,344
Mortgage backed securities754,870
 
 754,870
 
490,093
 
 490,093
 
Municipal bonds1,626,281
 
 1,626,281
 
3,713,434
 
 3,713,434
 
Commercial mortgage backed securities764,152
 
 764,152
 
536,051
 
 536,051
 
U.S. government and government agencies2,423,455
 2,378,662
 44,793
 
2,804,540
 2,691,575
 112,965
 
Non-U.S. government securities917,664
 
 917,664
 
1,096,440
 
 1,096,440
 
Asset backed securities1,620,506
 
 1,563,006
 57,500
1,123,987
 
 1,112,698
 11,289
Total10,832,657
 2,378,662
 8,380,127
 73,868
14,156,918
 2,691,575
 11,435,710
 29,633
              
Equity securities629,182
 627,441
 1,741
 
532,680
 529,695
 2,985
 
              
Short-term investments587,904
 572,604
 15,300
 
612,005
 608,862
 3,143
 
              
Other investments99,159
 99,159
 
 
112,313
 112,313
 
 
Other investments measured at net asset value (2)201,317
      55,657
      
Total other investments300,476
 99,159
 
 
167,970
 112,313
 
 
              
Derivative instruments (4)20,022
 
 20,022
 
28,410
 
 28,410
 
              
Fair value option:              
Corporate bonds771,733
 
 771,733
 
790,935
 
 790,935
 
Non-U.S. government bonds81,824
 
 81,824
 
61,747
 
 61,747
 
Mortgage backed securities57,687
 
 57,687
 
18,624
 
 18,624
 
Asset backed securities25,444
 
 25,444
 
30,324
 
 30,324
 
U.S. government and government agencies114
 114
 
 
197,486
 197,486
 
 
Short-term investments285,923
 285,923
 
 
373,669
 309,127
 64,542
 
Equity securities798
 798
 
 
27,642
 25,328
 2,314
 
Other investments1,176,312
 68,295
 1,108,017
 
1,226,242
 80,706
 1,120,536
 25,000
Other investments measured at net asset value (2)494,659
      694,551
      
Total2,894,494
 355,130
 2,044,705
 
3,421,220
 612,647
 2,089,022
 25,000
              
Total assets measured at fair value$15,264,735
 $4,032,996
 $10,461,895
 $73,868
$18,919,203
 $4,555,092
 $13,559,270
 $54,633
              
Liabilities measured at fair value:              
Contingent consideration liabilities$(96,048) $
 $
 $(96,048)$(122,350) $
 $
 $(122,350)
Securities sold but not yet purchased (3)(30,583) 
 (30,583) 
(33,157) 
 (33,157) 
Derivative instruments (4)(11,863) 
 (11,863) 
(26,049) 
 (26,049) 
Total liabilities measured at fair value$(138,494) $
 $(42,446) $(96,048)$(181,556) $
 $(59,206) $(122,350)
(1)In securities lending transactions, the Company receives collateral in excess of the fair value of the securities pledged. For purposes of this table, the Company has excluded the collateral received under securities lending, at fair value and included the securities pledged under securities lending, at fair value. See Note 8,9, “Investment Information—Securities Lending Agreements.”
(2)In accordance with applicable accounting guidance, certain investments that are measured at fair value using the net asset value per share (or its equivalent) practical expedient have not been classified in the fair value hierarchy. The fair value amounts presented in this table are intended to permit reconciliation of the fair value hierarchy to the amounts presented in the consolidated balance sheets.
(3)Represents the Company’s obligations to deliver securities that it did not own at the time of sale. Such amounts are included in “other liabilities” on the Company’s consolidated balance sheets.
(4)See Note 10,11, “Derivative Instruments.”

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The following table presents the Company’s financial assets and liabilities measured at fair value by level at December 31, 2014:2015:
��  Fair Value Measurement Using:
  Fair Value Measurement Using:
Estimated
Fair Value
 
Quoted Prices in Active Markets for Identical Assets
(Level 1)
 
Significant Other Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
Estimated
Fair Value
 
Quoted Prices in Active Markets for Identical Assets
(Level 1)
 
Significant Other Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
Assets measured at fair value:              
Available for sale securities:              
Fixed maturities (1):              
Corporate bonds$3,108,513
 $
 $3,108,513
 $
$2,725,729
 $
 $2,709,361
 $16,368
Mortgage backed securities943,343
 
 943,343
 
754,870
 
 754,870
 
Municipal bonds1,494,122
 
 1,494,122
 
1,626,281
 
 1,626,281
 
Commercial mortgage backed securities1,114,528
 
 1,114,528
 
764,152
 
 764,152
 
U.S. government and government agencies1,447,972
 1,447,972
 
 
2,423,455
 2,378,662
 44,793
 
Non-U.S. government securities1,015,153
 
 1,015,153
 
917,664
 
 917,664
 
Asset backed securities1,677,941
 
 1,620,441
 57,500
1,620,506
 
 1,563,006
 57,500
Total10,801,572
 1,447,972
 9,296,100
 57,500
10,832,657
 2,378,662
 8,380,127
 73,868
              
Equity securities658,182
 658,182
 
 
629,182
 627,441
 1,741
 
              
Short-term investments797,226
 759,621
 37,605
 
587,904
 572,604
 15,300
 
              
Other investments97,372
 
 97,372
 
99,159
 99,159
 
 
Other investments measured at net asset value (2)198,852
      201,317
      
Total other investments296,224
 
 97,372
 
300,476
 99,159
 
 
              
Derivative instruments (3)15,876
 
 15,876
 
Derivative instruments (4)20,022
 
 20,022
 
              
Fair value option:              
Corporate bonds497,101
 
 497,101
 
771,733
 
 771,733
 
Non-U.S. government bonds88,411
 
 88,411
 
81,824
 
 81,824
 
Mortgage backed securities22,190
 
 22,190
 
57,687
 
 57,687
 
Asset backed securities24,322
 
 24,322
 
25,444
 
 25,444
 
U.S. government and government agencies114
 114
 
 
Short-term investments251,601
 250,580
 1,021
 
285,923
 285,923
 
 
Equity securities798
 798
 
 
Other investments1,140,266
 
 1,140,266
 
1,176,312
 68,295
 1,108,017
 
Other investments measured at net asset value (2)401,162
      494,659
      
Total2,425,053
 250,580
 1,773,311
 
2,894,494
 355,130
 2,044,705
 
              
Total assets measured at fair value$14,994,133
 $3,116,355
 $11,220,264
 $57,500
$15,264,735
 $4,032,996
 $10,461,895
 $73,868
              
Liabilities measured at fair value:              
Contingent consideration liabilities$(61,845) $
 $
 $(61,845)$(96,048) $
 $
 $(96,048)
Derivative instruments (3)(5,397) 
 (5,397) 
Securities sold but not yet purchased (3)(30,583) 
 (30,583) 
Derivative instruments (4)(11,863) 
 (11,863) 
Total liabilities measured at fair value$(67,242) $
 $(5,397) $(61,845)$(138,494) $
 $(42,446) $(96,048)
(1)In securities lending transactions, the Company receives collateral in excess of the fair value of the securities pledged. For purposes of this table, the Company has excluded the collateral received under securities lending, at fair value and included the securities pledged under securities lending, at fair value. See Note 8,9, “Investment Information—Securities Lending Agreements.”
(2)In accordance with applicable accounting guidance, certain investments that are measured at fair value using the net asset value per share (or its equivalent) practical expedient have not been classified in the fair value hierarchy. The fair value amounts presented in this table are intended to permit reconciliation of the fair value hierarchy to the amounts presented in the consolidated balance sheets.
(3)Represents the Company’s obligations to deliver securities that it did not own at the time of sale. Such amounts are included in “other liabilities” on the Company’s consolidated balance sheets.
(4)See Note 10,11, “Derivative Instruments.”


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The following table presents a reconciliation of the beginning and ending balances for all financial assets and liabilities measured at fair value on a recurring basis using Level 3 inputs for 2015, 20142016 and 2013:2015:
  Assets Liabilities  Assets Liabilities
Available for sale Fair value option    Available For Sale Fair Value Option    
Asset Backed Securities Corporate Bonds Other Investments Total 
Contingent
Consideration
Liabilities
Year Ended December 31, 2016         
Balance at beginning of year$57,500
 $16,368
 $
 $73,868
 $(96,048)
Total gains or (losses) (realized/unrealized)         
Included in earnings (1)(14,730) 1,200
 
 (13,530) (26,912)
Included in other comprehensive income
 
 
 
 74
Purchases, issuances, sales and settlements         
Purchases
 776
 
 776
 
Issuances
 
 
 
 
Sales
 
 
 
 
Settlements(31,481) 
 
 (31,481) 536
Transfers in and/or out of Level 3
 
 25,000
 25,000
 
Balance at end of year$11,289
 $18,344
 $25,000
 $54,633
 $(122,350)
Asset Backed Securities Corporate Bonds Other Investments Other Investments Total 
Contingent
Consideration
Liabilities
         
Year Ended December 31, 2015                    
Balance at beginning of year$57,500
 $
 $
 $
 $57,500
 $(61,845)$57,500
 $
 $
 $57,500
 $(61,845)
Total gains or (losses) (realized/unrealized)                    
Included in earnings (1)
 
 
 
 
 (33,135)
 
 
 
 (33,135)
Included in other comprehensive income
 
 
 
 
 

 
 
 
 
Purchases, issuances, sales and settlements                    
Purchases
 
 
 
 
 

 
 
 
 
Issuances
 
 
 
 
 (1,068)
 
 
 
 (1,068)
Sales
 
 
 
 
 

 
 
 
 
Settlements
 
 
 
 
 

 
 
 
 
Transfers in and/or out of Level 3
 16,368
 
 
 16,368
 

 16,368
 
 16,368
 
Balance at end of year$57,500
 $16,368
 $
 $
 $73,868
 $(96,048)$57,500
 $16,368
 $
 $73,868
 $(96,048)
           
Year Ended December 31, 2014           
Balance at beginning of year$
 $2,045
 $170,420
 $377,525
 $549,990
 $
Total gains or (losses) (realized/unrealized)           
Included in earnings (1)
 
 
 
 
 (20,083)
Included in other comprehensive income
 
 
 
 
 
Purchases, issuances, sales and settlements           
Purchases
 
 
 
 
 
Issuances
 
 
 
 
 (41,762)
Sales
 (2,045) 
 
 (2,045) 
Settlements
 
 
 
 
 
Transfers in and/or out of Level 357,500
 
 (170,420) (377,525) (490,445) 
Balance at end of year$57,500
 $
 $
 $
 $57,500
 $(61,845)
(1)Gains or losses on fixed maturities available for saleasset backed securities were included in net realized gains (losses)impairment losses recognized in earnings while gains or losses on other investments were included in net realized gains (losses) or net investment income. Gains or losses oncorporate bonds and contingent consideration liabilities were included in net realized gains (losses).
(2)In accordance with applicable accounting guidance, certain investments that are measured at fair value using the net asset value per share (or its equivalent) practical expedient have not been classified in the fair value hierarchy. The transfers out of Level 3 presented in this table are intended to permit reconciliation to information previously presented.


Financial Instruments Disclosed, But Not Carried, At Fair Value
The Company uses various financial instruments in the normal course of its business. The carrying values of cash, accrued investment income, receivable for securities sold, certain other assets, payable for securities purchased and certain other liabilities approximated their fair values at December 31, 2015,2016, due to their respective short maturities. As these financial instruments are not actively traded, their respective fair values are classified within Level 2.
At December 31, 2015,2016, the 2034 senior notes of ACGL were carried at their cost, net of debt issuance costs, of $296.9$297.0 million and had a fair value of $390.1$392.0 million, while the 2043 senior notes of Arch-U.S. were carried at their cost, net of debt issuance costs, of $494.4$494.5 million and had a fair value of $513.9$521.6 million. The 2026 senior notes of Arch Finance were carried at their cost, net of debt issuance costs, of $495.7 million and had a fair value of $509.3 million, while the 2046 senior notes were
carried at their cost, net of debt issuance costs, of $445.1 million and had a fair value of $476.0 million. The fair values of the senior notes were obtained from a third party pricing service and are based on observable market inputs. As such, the fair value of the senior notes is classified within Level 2.


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


Fair Value Measurements on a Non-Recurring Basis
The Company measures the fair value of certain assets on a non-recurring basis, generally quarterly, annually, or when events or changes in circumstances indicate that the carrying amount of the assets may not be recoverable. These assets include investment funds accounted for using the equity method, certain other investments, goodwill and intangible assets, and long-lived assets. The Company uses a variety of techniques to measure the fair value of these assets when appropriate, as described below:
Investments accounted for using the equity method. When the Company determines that the carrying value of these assets may


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not be recoverable, the Company records the assets at fair value with the loss recognized in income. In such cases, the Company measures the fair value of these assets using the techniques discussed above in “—Fair Value Measurements on a Recurring Basis.”
Goodwill and Intangible Assets. The Company tests goodwill and intangible assets for impairment whenever events or changes in circumstances indicate the carrying amount may not be recoverable. When the Company determines goodwill and intangible assets may be impaired, the Company uses techniques including discounted expected future cash flows, to measure fair value.
Long-Lived Assets. The Company tests its long-lived assets for impairment whenever events or changes in circumstances indicate the carrying amount of a long-lived asset may not be recoverable.
10.11.    Derivative Instruments
The Company’s investment strategy allows for the use of derivative instruments. The Company’s derivative instruments are recorded on its consolidated balance sheets at fair value. The Company utilizes exchange traded U.S. Treasury note, Eurodollar and other futures contracts and commodity futures to manage portfolio duration or replicate investment positions in its portfolios and the Company routinely utilizes foreign currency forward contracts, currency options, index futures contracts and other derivatives as part of its total return objective.In addition, certain of the Company’s investments are managed in portfolios which incorporate the use of foreign currency forward contracts which are intended to provide an economic hedge against foreign currency movements.
In addition, the Company purchases to-be-announced mortgage backed securities (“TBAs”) as part of its investment strategy. TBAs represent commitments to purchase a future issuance of agency mortgage backed securities. For the period between purchase of a TBA and issuance of the underlying security, the Company’s position is accounted for as a derivative. The Company purchases TBAs in both long and short positions to enhance investment performance and as part of its overall investment strategy.

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The Company did not hold any derivatives which were designated as hedging instruments at December 31, 2015 or 2014. The following table summarizes information on the fair values and notional values of the Company’s derivative instruments:
Estimated Fair Value  Estimated Fair Value  
Asset
Derivatives
 Liability Derivatives 
Notional
Value (1)
December 31, 2016 
  
  
Futures contracts (2)$360
 $(9,398) $1,655,530
Foreign currency forward contracts (2)9,354
 (12,941) 1,186,386
TBAs (3)
 
 
Other (2)20,287
 (3,710) 1,014,863
Total$30,001
 $(26,049)  
Asset
Derivatives
 Liability Derivatives Net
Derivatives
 
Notional
Value (1)
     
December 31, 2015 
  
  
  
 
  
  
Futures contracts (2)$2,816
 $(1,202) $1,614
 $1,797,115
$2,816
 $(1,202) $1,797,115
Foreign currency forward contracts (2)9,336
 (6,344) 2,992
 773,619
9,336
 (6,344) 773,619
TBAs (3)6,525
 
 6,525
 6,316
6,525
 
 6,316
Other (2)7,870
 (4,317) 3,553
 1,694,935
7,870
 (4,317) 1,694,935
Total$26,547
 $(11,863) $14,684
  $26,547
 $(11,863)  
       
December 31, 2014 
  
  
  
Futures contracts (2)$2,156
 $(1,907) $249
 $2,549,027
Foreign currency forward contracts (2)10,511
 (1,145) 9,366
 397,106
TBAs (3)10,592
 
 10,592
 10,056
Other (2)3,209
 (2,345) 864
 735,684
Total$26,468
 $(5,397) $21,071
  
(1)Represents the absolute notional value of all outstanding contracts, consisting of long and short positions.
(2)The fair value of asset derivatives are included in ‘other assets’ and the fair value of liability derivatives are included in ‘other liabilities.’ Such amounts include risk in force on GSE credit-risk sharing transactions that are accounted for as derivatives.
(3)The fair value of TBAs are included in ‘fixed maturities available for sale, at fair value.’
The Company did not hold any derivatives which were designated as hedging instruments at December 31, 2016 or 2015.
The Company’s derivative instruments can be traded under master netting agreements, which establish terms that apply to all derivative transactions with a counterparty. In the event of a bankruptcy or other stipulated event of default, such agreements provide that the non-defaulting party may elect to terminate all outstanding derivative transactions, in which case all individual derivative positions (loss or gain) with a counterparty are closed out and netted and replaced with a single amount, usually referred to as the termination amount, which is expressed in a single currency. The resulting single net amount, where positive, is payable to the party “in-the-money” regardless of whether or not it is the defaulting party, unless the parties have agreed that only the non-defaulting party is entitled to receive a termination payment where the net amount is positive and is in its favor. Effectively, contractual close-out netting reduces derivatives credit exposure from gross to net exposure. At December 31, 2015, $26.52016, $28.4 million and $11.9$26.0 million, respectively, of asset derivatives and liability derivatives were subject to a master netting agreement compared to $25.3$26.5 million and $5.4$11.9 million, respectively, at December 31, 2014.2015. The remaining derivatives


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included in the table above were not subject to a master netting agreement.
All realized and unrealized contract gains and losses on the Company’s derivative instruments are reflected in net realized gains (losses) in the consolidated statements of income, as summarized in the following table:
Derivatives not designated as hedging instrumentsYear Ended December 31,
2016 2015 2014
Net realized gains (losses):     
Futures contracts$(5,474) $(21,533) $30,444
Foreign currency forward contracts(9,588) 16,045
 13,430
TBAs577
 1,452
 (342)
Other(8,127) (3,078) 402
Total$(22,612) $(7,114) $43,934
Derivatives not designated 
as hedging instruments
Year Ended December 31,
2015 2014 2013
Net realized gains (losses):     
Futures contracts$(21,533) $30,444
 $10,742
Foreign currency forward contracts16,045
 13,430
 9,762
TBAs1,452
 (342) (1,623)
Other(3,078) 402
 2,031
Total$(7,114) $43,934
 $20,912

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11.12.     Other Comprehensive Income (Loss)

The following table presents the changes in each component of accumulated other comprehensive income (“AOCI”), net of noncontrolling interests:
Unrealized Appreciation on Available-For-Sale Investments Foreign Currency Translation Adjustments Total
Year Ended December 31, 2016     
Beginning balance$50,085
 $(66,587) $(16,502)
Other comprehensive income (loss) before reclassifications(21,365) (20,313) (41,678)
Amounts reclassified from accumulated other comprehensive income(56,361) 
 (56,361)
Net current period other comprehensive income (loss)(77,726) (20,313) (98,039)
Ending balance$(27,641) $(86,900) $(114,541)
Unrealized Appreciation on Available-For-Sale Investments Foreign Currency Translation Adjustments Total     
Year Ended December 31, 2015          
Beginning balance$161,598
 $(32,742) $128,856
$161,598
 $(32,742) $128,856
Other comprehensive income (loss) before reclassifications(83,280) (33,845) (117,125)(83,280) (33,845) (117,125)
Amounts reclassified from accumulated other comprehensive income(28,233) 
 (28,233)(28,233) 
 (28,233)
Net current period other comprehensive income (loss)(111,513) (33,845) (145,358)(111,513) (33,845) (145,358)
Ending balance$50,085
 $(66,587) $(16,502)$50,085
 $(66,587) $(16,502)
          
Year Ended December 31, 2014          
Beginning balance$80,692
 $(5,728) $74,964
$80,692
 $(5,728) $74,964
Other comprehensive income (loss) before reclassifications146,010
 (27,014) 118,996
146,010
 (27,014) 118,996
Amounts reclassified from accumulated other comprehensive income(65,104) 
 (65,104)(65,104) 
 (65,104)
Net current period other comprehensive income (loss)80,906
 (27,014) 53,892
80,906
 (27,014) 53,892
Ending balance$161,598
 $(32,742) $128,856
$161,598
 $(32,742) $128,856
     
Year Ended December 31, 2013     
Beginning balance$289,956
 $(2,939) $287,017
Other comprehensive income (loss) before reclassifications(176,578) (2,789) (179,367)
Amounts reclassified from accumulated other comprehensive income(32,686) 
 (32,686)
Net current period other comprehensive income (loss)(209,264) (2,789) (212,053)
Ending balance$80,692
 $(5,728) $74,964


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The following tables present details about amounts reclassified from accumulated other comprehensive income and the tax effects allocated to each component of other comprehensive income (loss):
 Consolidated Statement of Income Amounts Reclassified from AOCI Consolidated Statement of Income Amounts Reclassified from AOCI
Details About Line Item That Includes Year Ended December 31, Line Item That Includes Year Ended December 31,
AOCI Components Reclassification 2015 2014 2013 Reclassification 2016 2015 2014
Unrealized appreciation on available-for-sale investmentsUnrealized appreciation on available-for-sale investments      Unrealized appreciation on available-for-sale investments      
 Net realized gains $62,817
 $102,223
 $39,308
 Net realized gains $95,448
 $62,817
 $102,223
 Other-than-temporary impairment losses (26,152) (30,470) (3,961) Other-than-temporary impairment losses (30,794) (26,152) (30,470)
 Total before tax 36,665
 71,753
 35,347
 Total before tax 64,654
 36,665
 71,753
 Income tax (expense) benefit (8,432) (6,649) (2,661) Income tax (expense) benefit (8,293) (8,432) (6,649)
 Net of tax $28,233
 $65,104
 $32,686
 Net of tax $56,361
 $28,233
 $65,104


Following are the related tax effects allocated to each component of other comprehensive income (loss):
181
 Before Tax Tax Expense Net of Tax
 Amount (Benefit) Amount
Year Ended December 31, 2016     
Unrealized appreciation (decline) in value of investments:     
Unrealized holding gains (losses) arising during period$(26,159) $(5,146) $(21,013)
Portion of other-than-temporary impairment losses recognized in other comprehensive income (loss)(352) 
 (352)
Less reclassification of net realized gains (losses) included in net income64,654
 8,293
 56,361
Foreign currency translation adjustments(20,120) 261
 (20,381)
Other comprehensive income (loss)$(111,285) $(13,178) $(98,107)
      
Year Ended December 31, 2015     
Unrealized appreciation (decline) in value of investments:     
Unrealized holding gains (losses) arising during period$(77,311) $(67) $(77,244)
Portion of other-than-temporary impairment losses recognized in other comprehensive income (loss)(6,036) 
 (6,036)
Less reclassification of net realized gains (losses) included in net income36,665
 8,432
 28,233
Foreign currency translation adjustments(35,679) (1,568) (34,111)
Other comprehensive income (loss)$(155,691) $(10,067) $(145,624)
      
Year Ended December 31, 2014     
Unrealized appreciation (decline) in value of investments:     
Unrealized holding gains (losses) arising during period$161,685
 $15,355
 $146,330
Portion of other-than-temporary impairment losses recognized in other comprehensive income (loss)(320) 
 (320)
Less reclassification of net realized gains (losses) included in net income71,753
 6,649
 65,104
Foreign currency translation adjustments(27,014) 
 (27,014)
Other comprehensive income (loss)$62,598
 $8,706
 $53,892



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Following are the related tax effects allocated to each component of other comprehensive income (loss):
 Before Tax Tax Expense Net of Tax
 Amount (Benefit) Amount
Year Ended December 31, 2015     
Unrealized appreciation (decline) in value of investments:     
Unrealized holding gains (losses) arising during period$(77,311) $(67) $(77,244)
Portion of other-than-temporary impairment losses recognized in other comprehensive income (loss)(6,036) 
 (6,036)
Less reclassification of net realized gains (losses) included in net income36,665
 8,432
 28,233
Foreign currency translation adjustments(35,678) (1,568) (34,110)
Other comprehensive income (loss)$(155,690) $(10,067) $(145,623)
      
Year Ended December 31, 2014     
Unrealized appreciation (decline) in value of investments:     
Unrealized holding gains (losses) arising during period$161,685
 $15,355
 $146,330
Portion of other-than-temporary impairment losses recognized in other comprehensive income (loss)(320) 
 (320)
Less reclassification of net realized gains (losses) included in net income71,753
 6,649
 65,104
Foreign currency translation adjustments(27,014) 
 (27,014)
Other comprehensive income (loss)$62,598
 $8,706
 $53,892
      
Year Ended December 31, 2013     
Unrealized appreciation (decline) in value of investments:     
Unrealized holding gains (losses) arising during period$(201,386) $(24,983) $(176,403)
Portion of other-than-temporary impairment losses recognized in other comprehensive income (loss)(175) 
 (175)
Less reclassification of net realized gains (losses) included in net income35,347
 2,661
 32,686
Foreign currency translation adjustments(2,789) 
 (2,789)
Other comprehensive income (loss)$(239,697) $(27,644) $(212,053)


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12.13.    Earnings Per Common Share
The calculation of basic earnings per common share excludes dilutive securities and is computed by dividing income available to Arch common shareholders by the weighted average number of Common Shares, including vested restrictedthe weighted effect of 12,762,820 common shares outstanding forthat the periods.Series D Preferred securities convert to. The following table sets forth the computation of basic and diluted earnings per common share:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Numerator:          
Net income$526,582
 $821,260
 $709,731
$824,178
 $526,582
 $821,260
Amounts attributable to noncontrolling interests11,156
 13,095
 
(131,440) 11,156
 13,095
Net income available to Arch537,738
 834,355
 709,731
692,738
 537,738
 834,355
Preferred dividends(21,938) (21,938) (21,938)(28,070) (21,938) (21,938)
Net income available to Arch common shareholders$515,800
 $812,417
 $687,793
$664,668
 $515,800
 $812,417
          
Denominator:          
Weighted average common shares outstanding120,757,243
 121,786,127
 130,817,610
Series D preferred securities (1)34,871
 
 
Weighted average common shares outstanding – basic121,786,127
 130,817,610
 131,355,392
120,792,114
 121,786,127
 130,817,610
Effect of dilutive common share equivalents:          
Nonvested restricted shares1,253,938
 1,128,540
 1,090,100
1,292,359
 1,253,938
 1,128,540
Stock options (1)2,998,678
 2,976,172
 3,331,691
Stock options (2)2,633,020
 2,998,678
 2,976,172
Weighted average common shares and common share
equivalents outstanding – diluted
126,038,743
 134,922,322
 135,777,183
124,717,493
 126,038,743
 134,922,322
          
Earnings per common share:          
Basic$4.24
 $6.21
 $5.24
$5.50
 $4.24
 $6.21
Diluted$4.09
 $6.02
 $5.07
$5.33
 $4.09
 $6.02
(1)The company has determined that, based on a review of the terms, features and rights of the Company’s non-voting common equivalent preferred shares compared to the rights of the Company’s common shareholders, the underlying 12,762,820 common shares that the convertible securities convert to were common share equivalents at the time of their issuance.
(2)Certain stock options were not included in the computation of diluted earnings per share where the exercise price of the stock options exceeded the average market price and would have been anti-dilutive or where, when applying the treasury stock method to in-the-money options, the sum of the proceeds, including unrecognized compensation, exceeded the average market price and would have been anti-dilutive. For 2016, 2015 2014 and 2013,2014, the number of stock options excluded were 722,729, 799,535 1,435,955 and 892,439,1,435,955, respectively.
13.14.     Income Taxes
ACGL is incorporated under the laws of Bermuda and, under current Bermuda law, is not obligated to pay any taxes in Bermuda based upon income or capital gains. The Company has received a written undertaking from the Minister of Finance in Bermuda under the Exempted Undertakings Tax Protection Act 1966 that, in the event that any legislation is enacted in Bermuda imposing any tax computed on profits, income, gain or appreciation on any capital asset, or any tax in the nature of estate duty or inheritance tax, such tax will not be applicable to ACGL or any of its operations until March 31, 2035. This undertaking does not, however, prevent the imposition of taxes on any person ordinarily resident in Bermuda or any company in respect of its ownership of real property or leasehold interests in Bermuda.
ACGL and its non-U.S. subsidiaries will be subject to U.S. federal income tax only to the extent that they derive U.S. source income that is subject to U.S. withholding tax or income that is effectively connected with the conduct of a trade or business within the U.S. and is not exempt from U.S. tax under an applicable income tax treaty with the U.S. ACGL and its non-U.S. subsidiaries will be subject to a withholding tax on dividends from U.S. investments and interest from certain U.S. payors (subject to reduction by any applicable income tax treaty). ACGL and its non-U.S. subsidiaries intend to conduct their operations in a manner that will not cause them to be treated as engaged in a trade or business in the United States and, therefore, will not be required to pay U.S. federal income taxes (other than U.S. excise taxes on insurance and reinsurance premium and withholding taxes on dividends and certain other U.S. source investment income). However, because there is uncertainty as to the activities which constitute being engaged in a trade or business within the United States, there can be no


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assurances that the U.S. Internal Revenue Service will not contend successfully that ACGL or its non-U.S. subsidiaries are engaged in a trade or business in the United States. If ACGL or any of its non-U.S. subsidiaries were subject to U.S. income tax, ACGL’s shareholders’ equity and earnings could be materially adversely affected. ACGL has subsidiaries and branches that operate in various jurisdictions around the world that are subject to tax in the

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jurisdictions in which they operate. The significant jurisdictions in which ACGL’s subsidiaries and branches are subject to tax are the United States, United Kingdom, Ireland, Canada, Switzerland, Australia and Denmark.
The components of income taxes attributable to operations were as follows:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Current expense (benefit):          
United States$37,186
 $29,749
 $27,537
$40,300
 $37,186
 $29,749
Non-U.S.7,008
 801
 5,159
10,445
 7,008
 801
44,194
 30,550
 32,696
50,745
 44,194
 30,550
Deferred expense (benefit):          
United States(4,893) (8,168) 1,937
(14,641) (4,893) (8,168)
Non-U.S.1,311
 605
 (1,859)(4,730) 1,311
 605
(3,582) (7,563) 78
(19,371) (3,582) (7,563)
Income tax expense (benefit)$40,612
 $22,987
 $32,774
Income tax expense$31,374
 $40,612
 $22,987
The Company’s income or loss before income taxes was earned in the following jurisdictions:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Income (Loss) Before Income Taxes:     
Income Before Income Taxes:     
Bermuda$508,561
 $794,926
 $717,661
$801,155
 $508,561
 $794,926
United States57,527
 53,055
 87,032
51,577
 57,527
 53,055
Other1,106
 (3,734) (62,188)2,820
 1,106
 (3,734)
Total$567,194
 $844,247
 $742,505
$855,552
 $567,194
 $844,247
The expected tax provision computed on pre-tax income or loss at the weighted average tax rate has been calculated as the sum of the pre-tax income in each jurisdiction multiplied by that jurisdiction’s applicable statutory tax rate. The statutory tax rates by jurisdiction were as follows: Bermuda (0.0%), United States (35.0%), United Kingdom (20.25%(20.00%), Ireland (12.5%), Denmark (23.5%(22.0%), Canada (26.5%), Gibraltar (10.0%), Australia (30.0%) and the Netherlands (25.0%).
A reconciliation of the difference between the provision for income taxes and the expected tax provision at the weighted average tax rate follows:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Expected income tax expense (benefit) computed on pre-tax income
at weighted average income tax rate
$20,058
 $18,178
 $17,506
$17,365
 $20,058
 $18,178
Addition (reduction) in income tax expense (benefit) resulting from:          
Tax-exempt investment income(9,588) (8,048) (8,255)(8,830) (9,588) (8,048)
Meals and entertainment897
 711
 599
954
 897
 711
State taxes, net of U.S. federal tax benefit858
 1,281
 431
1,073
 858
 1,281
Foreign branch taxes1,456
 464
 703
5,496
 1,456
 464
Prior year adjustment2,510
 320
 2,810
(4,756) 2,510
 320
Foreign exchange gains & losses670
 746
 (1,254)223
 670
 746
Changes in applicable tax rate40
 (51) 2,007
1,209
 40
 (51)
Dividend withholding taxes6,323
 3,276
 4,619
3,319
 6,323
 3,276
Change in valuation allowance2,917
 (736) 11,795
4,730
 2,917
 (736)
Contingent consideration11,548
 6,763
 
9,353
 11,548
 6,763
Uncertain tax position2,008
 
 

 2,008
 
Other915
 83
 1,813
1,238
 915
 83
Income tax expense (benefit)$40,612
 $22,987
 $32,774
$31,374
 $40,612
 $22,987


184
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Deferred income tax assets and liabilities reflect temporary differences based on enacted tax rates between the carrying amounts of assets and liabilities for financial reporting and income tax purposes. Significant components of the Company’s deferred income tax assets and liabilities were as follows:
December 31,December 31,
2015 20142016 2015
Deferred income tax assets:      
Net operating loss$11,436
 $12,017
$13,061
 $11,436
AMT credit carryforward5,304
 5,309
5,350
 5,304
Discounting of net loss reserves54,373
 63,880
64,220
 54,373
Deferred ceding commission15,505
 
Net unearned premium reserve33,579
 34,087
71,760
 33,579
Compensation liabilities29,069
 27,765
37,757
 29,069
Foreign tax credit carryforward6,215
 4,628
6,421
 6,215
Interest expense1,972
 5,208
2,678
 1,972
Goodwill and intangible assets2,683
 885
4,946
 2,683
Tax and loss bonds14,150
 21,247
16,212
 14,150
Net unrealized foreign exchange gains1,573
 
1,308
 1,573
Net unrealized decline of investments7,384
 
Other, net21,273
 13,408
23,407
 21,273
Deferred tax assets before valuation allowance181,627
 188,434
270,009
 181,627
Valuation allowance(13,816) (12,624)(17,028) (13,816)
Deferred tax assets net of valuation allowance167,811
 175,810
252,981
 167,811
Deferred income tax liabilities:      
Depreciation and amortization(7,368) (7,579)(7,038) (7,368)
Deferred acquisition costs, net(164) (2,744)
 (164)
Deposit accounting liability(4,151) (4,170)(4,078) (4,151)
Contingency reserve(15,289) (18,480)(19,400) (15,289)
Net unrealized appreciation of investments(4,103) (11,695)
 (4,103)
Other, net(1,042) (150)(1,228) (1,042)
Total deferred tax liabilities(32,117) (44,818)(31,744) (32,117)
Net deferred income tax assets$135,694
 $130,992
$221,237
 $135,694
The Company provides a valuation allowance to reduce certain deferred tax assets to an amount which management expects to more likely than not be realized. As of December 31, 2015,2016, the Company’s valuation allowance was $13.8$17.0 million, compared to $12.6$13.8 million at December 31, 2014.2015. The valuation allowance in both periods was primarily attributable toto: (1) a full valuation allowance on the Company’s Canadian operations; (2) unutilized foreign tax credits; and (3) certain other deferred tax assets relating to carryforwards that have a limited use.
At December 31, 2015,2016, the Company has net operating loss carryforwards in its U.K. operating subsidiaries of approximately $16.1$8.0 million. Additionally, the Company’s U.K. operations have a foreign tax credit carryforward of $6.2$6.4 million at December 31, 2015.2016. These operating losses and foreign tax credits can be carried forward without expiration. Due to uncertainty surrounding their future utilization, a valuation allowances
allowance of $0.1$6.4 million and $6.2is in place with respect to $6.4 million have been established in respect of $0.6 million U.K. operating losses and $6.2 million foreign tax credits, respectively.credits. Beginning in 2017, the UK losses will be subject to usage restrictions that will limit the amount of carried forward losses which may be utilized in a given year. Such restrictions are not expected to limit the utilization of the Company’s existing UK loss carryforwards.
At December 31, 2015,2016, net operating loss carryforwards in Ireland were approximately $5.3$9.2 million. Although these losses may be carried forward indefinitely, a fullan offsetting valuation allowance of $0.6$1.0 million has been establishedexists given management’s expectation that thesecertain losses, which are specific to an individual Irish entity, will not be utilized in the future.
At December 31, 2015,2016, net operating loss carryforwards in Australia were approximately $7.4 million. Although these losses may be carried forward indefinitely, subject to certain business and ownership continuity requirements, the associated net deferred tax asset of $2.2 million is fully offset by a valuation allowance of $2.2 million.
At December 31, 2016, net operating loss carryforwards in the U.S. were approximately $18.8$22.8 million. SuchThis includes $4.5 million net operating loss carryforwards from the Company’s consolidated VIE. The VIE’s $1.6 million deferred tax asset is fully offset by a valuation allowance. The Company’s net operating loss carryforwards are currently available to offset future taxable income of the Company’s U.S. subsidiaries. Under applicable law, the U.S. net operating loss carryforwards expire between 2029 and 2035.2029-2036. On January 30, 2014, the Company’s U.S. mortgage operations underwent an ownership change for U.S. federal income tax purposes as a result of the Company’s acquisition of the CMG Entities. As a result of this ownership change, a limitation has been imposed upon the utilization of approximately $11.5$10.8 million of the Company’s existing U.S. net operating loss carryforwards. Utilization is limited to approximately $0.6 million per year in accordance with Section 382 of the Internal Revenue Code of 1986 as amended (“the Code”). Additionally, the Company has an alternative minimum tax (“AMT”) credit carryforward in the amount of $5.3$5.4 million which can be carried forward indefinitely.

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Given the Company’s U.S. mortgage operations, the Company is eligible for a tax deduction, subject to certain limitations, under Section 832(e) of the Code for amounts required by state law or regulation to be set aside in statutory contingency reserves. The deduction is allowed only to the extent that the Company purchases non-interest bearing U.S. Mortgage Guaranty Tax and Loss Bonds (“T&L Bonds”) issued by the Treasury Department in an amount equal to the tax benefit derived from deducting any portion of the statutory contingency reserves. Cumulative T&L bonds purchased and subsequent redemptions are reflected in the Company’s deferred tax asset and totaled approximately $16.2 million at December 31, 2016, compared to $14.2 million at December 31, 2015, compared to $21.2 million at December 31, 2014.2015.


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Deferred income tax liabilities have not been accrued with respect to all of the undistributed earnings of the Company's subsidiaries. If the earnings were to be distributed, as dividends or otherwise, such amounts may be subject to withholding tax in the jurisdiction of the paying entity. No withholding taxes have been accrued with respect to the earnings of the Company's U.S. and Canadian subsidiaries, as it is the intention that all such earnings will be permanently reinvested. Additionally, determining the amountPotential tax implications of the related deferredrepatriation of unremitted earnings are driven by facts at the time of distribution. Therefore it is not practicable to estimate the income tax liability is not practicable.liabilities that might be incurred if such earnings were remitted. It is intended that earnings from the U.K. and Ireland would also be permanently reinvested. Distributions from the U.K. or Ireland would not be subject to withholding tax and no deferred income tax liability would need to be accrued.
The Company recognizes interest and penalties relating to unrecognized tax benefits in the provision for income taxes. As of December 31, 2015,2016, the Company’s total unrecognized tax benefits, including interest and penalties, were $2.0 million. A reconciliation of the beginning and ending amount of unrecognized tax benefits is as follows:
December 31,December 31,
2015 20142016 2015
      
Balance at beginning of year$
 $
$2,008
 $
Additions based on tax positions related to the current year517
 

 517
Additions for tax positions of prior years1,491
 

 1,491
Reductions for tax positions of prior years
 

 
Settlements
 

 
Balance at end of year$2,008
 $
$2,008
 $2,008
The Company or its subsidiaries or branches files income tax returns in the U.S. federal jurisdiction and various state, local and foreign jurisdictions. The Company’s examination by the tax authorities in the U.S. for the 2009 through 2011 tax years closed with no change. The following table details open tax years that are potentially subject to examination by local tax authorities, in the following major jurisdictions:
JurisdictionTax Years
United States2012-20152013-2016
United Kingdom2010-20152011-2016
Ireland2011-20152012-2016
Canada2011-20152012-2016
Switzerland2012-20152011-2016
Denmark2012-20152013-2016
As of December 31, 2015,2016, the Company’s current income tax recoverable (included in “Other assets”) was $0.9$8.2 million.
14.15.    Transactions with Related Parties
Kewsong Lee, a director of ACGL, is a Managing Director and Deputy Chief Investment Officer for Corporate Private Equity of The Carlyle Group (“Carlyle”). As part of its investment philosophy, the Company invests a portion of its investment portfolio in alternative investment funds. As of December 31, 2015,2016, the total value of the Company’s investments in funds or other investments managed by Carlyle was approximately $215.2 million, and the Company had aggregate unfunded commitments of $695.9 million to funds managed by Carlyle of which $482.5 million was unfunded.$515.4 million. The Company may make additional commitments to funds managed by Carlyle from time to time. During 2016, 2015 2014 and 2013,2014, the Company made aggregate capital contributions to funds managed by Carlyle of $62.1 million, $116.5 million $63.5 million and $60.8$63.5 million, respectively. During 2016, 2015 2014 and 2013,2014, the Company received aggregate cash distributions from funds managed by Carlyle of $21.5 million, $44.6 million and $45.8 million, and $15.0 million, respectively, of which $38.8 million, $34.4 million and $12.9 million, respectively, represented a return of capital.respectively.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


Certain directors and executive officers of the Company own common and preference shares of Watford Re. See note 4, “Variable Interest Entity and Noncontrolling Interests,” for information about Watford Re.
15.16.    Commitments and Contingencies
Concentrations of Credit Risk
The creditworthiness of a counterparty is evaluated by the Company, taking into account credit ratings assigned by independent agencies. The credit approval process involves an assessment of factors, including, among others, the counterparty, country and industry credit exposure limits. Collateral may be required, at the discretion of the Company, on certain transactions based on the creditworthiness of the counterparty.
The areas where significant concentrations of credit risk may exist include unpaid losses and loss adjustment expenses recoverable, contractholder receivables, prepaid reinsuranceceded unearned premiums, paid losses and loss adjustment expenses recoverable net of reinsurance balances payable, investments and cash and cash equivalent balances. A credit exposure exists with respect to reinsurance recoverables as they may become uncollectible. The Company manages its credit risk in its reinsurance relationships by transacting with reinsurers that it considers financially sound and, if necessary, the Company may hold collateral in the form of funds, trust accounts and/or irrevocable letters of credit. This collateral can be drawn on for amounts that remain unpaid beyond specified time periods on an individual reinsurer basis. In addition, certain insurance policies written by the Company’s insurance operations feature large deductibles, primarily in its construction and national


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accounts lines of business. Under such contracts, the Company is obligated to pay the claimant for the full amount of the claim. The Company is subsequently reimbursed by the policyholder for the deductible amount. These amounts are included on a gross basis in the consolidated balance sheet in contractholder payables and contractholder receivables, respectively. In the event that the Company is unable to collect from the policyholder, the Company would be liable for such defaulted amounts. Collateral, primarily in the form of letters of credit, cash and trusts, is obtained from the policyholder to mitigate the Company’s credit risk. In the instances where the company receives collateral in the form of cash, the Company records a related liability in “Collateral held for insured obligations.”
In addition, the Company underwrites a significant amount of its business through brokers and a credit risk exists should any of these brokers be unable to fulfill their contractual obligations with respect to the payments of insurance and reinsurance balances owed to the Company. During 2015,2016, approximately 13.1%14.4% and 15.3%13.5% of the Company’s consolidated gross written premiums were generated from or placed by Aon Corporation and its subsidiaries and Marsh & McLennan Companies and its subsidiaries, respectively, compared to approximately 13.1% and 15.3% for 2015, respectively, and 13.4% and 15.0% for 2014, respectively, and 16.0% and 17.0% for 2013, respectively. No other broker and no one insured or reinsured accounted for more than 10% of gross premiums written for 2016, 2015 2014 and 2013.2014.
The Company’s available for sale investment portfolio is managed in accordance with guidelines that have been tailored to meet specific investment strategies, including standards of diversification, which limit the allowable holdings of any single issue. There were no investments in any entity in excess of 10% of the Company’s shareholders’ equity at December 31, 20152016 other than investments issued or guaranteed by the United States government or its agencies.
Investment Commitments
The Company’s investment commitments, which are primarily related to agreements entered into by the Company to invest in funds and separately managed accounts when called upon, were approximately $1.11$1.29 billion at December 31, 2015.2016.
Letter of Credit and Revolving Credit Facilities
As of December 31, 2015,2016, ACGL and certain of its wholly-owned subsidiaries had a $300.0$350.0 million secured facility for letters of credit and $500.0 million unsecured facility for revolving loanloans and letterletters of credit facility and a $500.0 million secured letter of credit facility (the “Credit Agreement”). UnderObligations of each borrower under the termssecured facility for letters of credit are secured by cash and eligible securities of such borrower held in collateral accounts. Subject to the Credit Agreement, Arch Re U.S. and Arch Re Bermuda are limitedreceipt of commitments, the secured facility may be increased by up to issuing an aggregate of $100.0$350.0 million, and the unsecured facility may be increased to an amount not to exceed $750.0 million. ACGL has a one-time
option to convert any or all outstanding revolving loans of unsecured lettersACGL and/or Arch-U.S. to term loans with the same terms as the revolving loans except that any prepayments may not be reborrowed. Arch-U.S. guarantees the obligations of credit as partACGL, and ACGL guarantees the obligations of the $300.0 million unsecured revolving loan.Arch-U.S. Borrowings of revolving loans may be made at a variable rate based on LIBOR or an alternative base rate at the option of ACGL. Secured letters of credit are available for issuance on behalf of ACGL insurance and reinsurance subsidiaries. The Credit Agreement and related documents are structured such that each party that requests a letter of credit or borrowing does so only for itself and for only its own obligations. Issuance
The Credit Agreement contains customary representations, conditions to issuance of letters of credit and borrowings under the Credit Agreement are subject to compliance

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


with certain covenants and conditions, including absence of a material adverse change. These covenants require,which include, among other things,things: (i) the maintenance of a debt to total capital ratio of not greater than 0.35 to 11; (ii) consolidated tangible net worth in excess of and consolidated tangible net worth in excess of $3.95$5.63 billion plus 25% of future aggregate net income for each quarterly period (not including any future net losses) beginningfor each quarterly period ending after MarchDecember 31, 2014 and2016 plus 25% of future aggregate net cash proceeds from the issuance of common or preferred equity (other than the proceeds of which are used to fund the repurchase or redemption of our preferred securities (“Refinanced Preferred Securities”)), minus 70% of up to $750.0 million of the aggregate book value of any preferred securities of ACGL which are repurchased or redeemed by ACGL or its subsidiaries (other than Refinanced Preferred Securities); and (iii) that ACGL’s principal insurance and reinsurance subsidiaries that are borrowers under the Credit Agreement maintain a financial strength rating of at least a “B++” rating from A.M. Best.Best or “BBB+” from S&P. In addition, certain of ACGL’s subsidiaries which are party to the Credit Agreement are required to maintain minimum shareholders’ equity levels. Commitments under the Amended Credit Agreement will expire on October 26, 2021, and all loans then outstanding under the Amended Credit Agreement must be repaid. Letters of credit issued under the Amended Credit Agreement will not have an expiration date later than October 26, 2022. ACGL and its’its subsidiaries which are party to the Credit Agreement were in compliance with all covenants contained in the Credit Agreement at December 31, 2015. The Credit Agreement expires on June 30, 2019.2016.
In addition, certain of ACGL’s subsidiaries had outstanding letters of credit of $242.3$178.5 million, which were issued on a limited basis and for limited purposes (together with the secured portion of the Credit Agreement and these letter of credit facilities, the “LOC Facilities”). The principal purpose of the LOC Facilities is to issue, as required, evergreen standby letters of credit in favor of primary insurance or reinsurance counterparties with which certain of ACGL’s subsidiaries has entered into reinsurance arrangements. This is required to ensure that such counterparties are permitted to take credit for reinsurance obtained in United States jurisdictions where such subsidiaries are not licensed or otherwise admitted as an insurer, as required under insurance regulations in the United States,


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and to comply with requirements of Lloyd’s of London in connection with qualifying quota share and other arrangements. The amount of letters of credit issued is driven by, among other things, the timing and payment of catastrophe losses, loss development of existing reserves, the payment pattern of such reserves, the further expansion of business and the loss experience of such business. When issued, certainthese letters of credit are secured by a portion of the investment portfolio. ACGL and its’ subsidiaries which are party to the LOC Facilities were in compliance with all covenants contained in the LOC Facilities at December 31, 2015.2016. At such date, approximately $464.8$340.6 million of letters of credit under the LOC Facilities were outstanding, which were secured by investments with a fair value of $529.3$400.2 million, and $100.0$500.0 million of borrowings were outstanding under the Credit Agreement. Under the $500.0$350.0 million secured letter of credit facility, ACGL’s subsidiaries had remaining capacity of $277.5$187.9 million.
Watford Re has access to a $100 million letter of credit facility expiring on May 19, 20162018 and an $800 million secured credit facility expiring on June 4, 2018, that provides for borrowings and the issuance of letters of credit not to exceed $400 million of borrowings.million. Borrowings of revolving loans may be made by Watford Re at a variable rate based on LIBOR or an alternative base rate at the option of Watford Re. At December 31, 2015,2016, Watford Re had $125.6$247.9 million in outstanding letters of credit under the two facilities and $430.4$256.7 million of borrowings outstanding under the secured credit facility, backed by Watford Re’s investment portfolio. Watford Re was in compliance with all covenants contained in both of its credit facilities at December 31, 2015.2016. The Company does not guarantee or provide credit support for Watford Re, and the Company’s financial exposure to Watford Re is limited to its investment in Watford Re’s common and preferred shares and counterparty credit risk (mitigated by collateral) arising from the reinsurance transactions.
Contingent Consideration Liability
Pursuant to the Company’s 2014 acquisition of the CMG Entities, the Company is required to make contingent consideration payments based on the closing book value of the pre-closing portfolio of the CMG Entities as re-calculated over an earn-out period and payable at the third, fifth and sixth anniversaries after closing (subject to a one time extension period of one to three years at the sellers’ discretion). The maximum amount of contingent consideration payments is $136.9 million over the earn-out period (or 150% of the closing book value of the CMG Entities less amounts paid at closing). To the extent that the adjusted book value of the CMG Entities drops below the cumulative amount paid by the Company, no additional payments would be due.

Leases and Purchase Obligations
At December 31, 2015,2016, the future minimum rental commitments, exclusive of escalation clauses and maintenance costs and net of rental income, for all of the Company’s operating leases are as follows:
2016$25,494
201724,660
$29,881
201824,337
29,781
201921,024
26,796
202018,250
23,837
202118,330
Thereafter40,361
49,471
Total$154,126
$178,096
All of these leases are for the rental of office space, with expiration terms that range from 20162017 to 2025. Rental expense, net of income from subleases, was approximately $24.2 million, $23.8 million and $23.1 million for 2016, 2015 and $18.72014, respectively.
At December 31, 2016, the Company has entered into capital lease agreements. The future lease payments for the Company’s capital leases are expected to be $10.8 million, $10.4 million and $4.2 million for 2015, 20142017, 2018 and 2013,2019, respectively.
The Company has also entered into certain agreements which commit the Company to purchase goods or services, primarily related to software and computerized systems. Such purchase obligations were approximately $20.7$24.8 million and $22.2$20.7 million at December 31, 2016 and 2015, and 2014, respectively.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


Employment and Other Arrangements
At December 31, 2015,2016, the Company has entered into employment agreements with certain of its executive officers for periods extending up to March 2018. Such employment arrangements provide for compensation in the form of base salary, annual bonus, share-based awards, participation in the Company’s employee benefit programs and the reimbursements of expenses.
16.17.    Senior Notes
On May 4, 2004, ACGL completed a public offering of $300.0 million principal amount of 7.35% senior notes due May 1, 2034 (“ACGL Senior Notes”2034 notes”). The ACGL Senior Notes2034 notes are ACGL’s senior unsecured obligations and rank equally with all of its existing and future senior unsecured indebtedness. Interest payments on the ACGL Senior Notes2034 notes are due on May 1st and November 1st of each year. ACGL may redeem the ACGL Senior Notes2034 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The fair value of the ACGL Senior Notes2034 notes at December 31, 2016 and 2015 was $392.0 million and 2014 was $390.1 million, and $462.4 million, respectively.


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On December 13, 2013, Arch-U.S., a wholly-owned subsidiary of ACGL, completed a public offering of $500.0 million principal amount of 5.144% senior notes due November 1, 2043 (“Arch-U.S. Senior Notes”2043 notes”), fully and unconditionally guaranteed by ACGL (the “Guarantee”).ACGL. The Arch-U.S. Senior Notes2043 notes are unsecured and unsubordinated obligations of Arch-U.S. and ACGL, respectively, and rank equally and ratably with the other unsecured and unsubordinated indebtedness of Arch-U.S. and ACGL, respectively. Interest payments on the Arch-U.S. Senior Notes2043 notes are due on May 1st and November 1st of each year. Arch-U.S. may redeem the Arch-U.S. Senior Notes2043 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The fair value of the Arch-U.S. Senior Notes2043 notes at December 31, 2016 and 2015 was $521.6 million and 2014 was $513.9 million, respectively.
On December 8, 2016, Arch Capital Finance LLC (“Arch Finance”), a wholly-owned finance subsidiary of ACGL, completed a public offering of $500.0 million principal amount of 4.011% senior notes due December 15, 2026 (“2026 notes”), fully and $609.9unconditionally guaranteed by ACGL. The 2026 notes are unsecured and unsubordinated obligations of Arch Finance and ACGL, respectively, and rank equally and ratably with the other unsecured and unsubordinated indebtedness of Arch Finance and ACGL, respectively. Interest payments on the 2026 notes are due on June 15th and December 15th of each year. Arch Finance may redeem the 2026 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The Company used the net proceeds from the offering of $495.7 million to fund a portion of the UGC acquisition. The fair value of the 2026 notes at December 31, 2016 was $509.3 million.
On December 8, 2016, Arch Finance completed a public offering of $450.0 million principal amount of 5.031% senior notes due December 15, 2046 (“2046 notes”), fully and unconditionally guaranteed by ACGL. The 2046 notes are unsecured and unsubordinated obligations of Arch Finance and ACGL, respectively, and rank equally and ratably with the other unsecured and unsubordinated indebtedness of Arch Finance and ACGL, respectively. Interest payments on the 2046 notes are due on June 15th and December 15th of each year. Arch Finance may redeem the 2046 notes at any time and from time to time, in whole or in part, at a “make-whole” redemption price. The Company used the net proceeds from the offering of $445.1 million to fund a portion of the UGC acquisition. The fair value of the 2046 notes at December 31, 2016 was $476.0 million.
17.18.    Goodwill and Intangible Assets
The following table shows an analysis of goodwill and intangible assets:
 Goodwill Intangible assets (indefinite life) Intangible assets (finite life) Total
Net balance at Dec. 31, 2014$14,946
 $33,524
 $61,069
 $109,539
Acquisitions663
 
 10,844
 11,507
Amortization
 
 (22,968) (22,968)
Foreign currency translation adjustment(73) 
 (474) (547)
Net balance at Dec. 31, 201515,536
 33,524
 48,471
 97,531
Acquisitions188,758
 34,650
 481,049
 704,457
Amortization
 
 (19,335) (19,335)
Foreign currency translation adjustment(272) 
 (828) (1,100)
Net balance at Dec. 31, 2016$204,021
 $68,174
 $509,358
 $781,553
        
Gross balance at Dec. 31, 2016$204,386
 $68,174
 $616,801
 $889,361
Accumulated amortization
 
 (105,742) (105,742)
Foreign currency translation adjustment(364) 
 (1,701) (2,066)
Net balance at Dec. 31, 2016$204,021
 $68,174
 $509,358
 $781,553


 Goodwill Intangible assets with an indefinite life Intangible assets with finite life Total
Net balance at December 31, 2013$
 $16,666
 $10,653
 $27,319
Acquisitions14,965
 16,858
 76,435
 108,258
Amortization
 
 (25,520) (25,520)
Foreign currency translation adjustment(19) 
 (499) (518)
Net balance at December 31, 201414,946
 33,524
 61,069
 109,539
Acquisitions663
 
 10,844
 11,507
Amortization
 
 (22,968) (22,968)
Foreign currency translation adjustment(73) 
 (474) (547)
Net balance at December 31, 2015$15,536
 $33,524
 $48,471
 $97,531
        
Gross balance at December 31, 2015$15,628
 $33,524
 $135,752
 $184,904
Accumulated amortization
 
 (86,407) (86,407)
Foreign currency translation adjustment(92) 
 (874) (966)
Net balance at December 31, 2015$15,536
 $33,524
 $48,471
 $97,531

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The following table presents the components of goodwill and intangible assets:
Gross Balance Accumulated
Amortization
 Foreign Currency Translation Adjustment 
Net
Balance
Gross Balance Accumulated
Amortization
 Foreign Currency Translation Adjustment 
Net
Balance
December 31, 2015       
December 31, 2016       
Acquired insurance contracts$85,032
 $(62,377) $(152) $22,503
$435,067
 $(72,771) $(150) $362,146
Operating platform29,900
 (11,462) 
 18,438
44,900
 (17,442) 
 27,458
Customer relationships29,296
 (16,355) (722) 12,219
Distribution relationships145,311
 (20,675) (1,551) 123,085
Goodwill15,628
 
 (92) 15,536
204,386
 
 (364) 204,022
Insurance licenses33,524
 
 
 33,524
68,174
 
 
 68,174
Unfavorable service contract(9,533) 4,192
 
 (5,341)(9,533) 5,762
 
 (3,771)
Other1,057
 (405) 
 652
1,056
 (616) 
 440
Total$184,904
 $(86,407) $(966) $97,531
$889,361
 $(105,742) $(2,066) $781,553
              
December 31, 2014       
December 31, 2015       
Acquired insurance contracts$77,574
 $(47,710) $(107) $29,757
$85,032
 $(62,377) $(152) $22,503
Operating platform29,900
 (5,482) 
 24,418
29,900
 (11,462) 
 18,438
Customer relationships25,910
 (12,283) (293) 13,334
Distribution relationships29,296
 (16,355) (722) 12,219
Goodwill14,965
 
 (19) 14,946
15,628
 
 (92) 15,536
Insurance licenses33,524
 
 
 33,524
33,524
 
 
 33,524
Unfavorable service contract$(9,533) $2,229
 $
 (7,304)(9,533) 4,192
 
 (5,341)
Other$1,057
 $(193) $
 864
1,057
 (405) 
 652
Total$173,397
 $(63,439) $(419) $109,539
$184,904
 $(86,407) $(966) $97,531
The expected remaining amortization expense for intangible assets with a finite life is $19.3 million for 2016, $15.3$124.5 million for 2017, $11.9$104.9 million for 2018, $3.1$73.7 million for 2019, and $0.1$46.4 million for 2020.2020 and $28.6 million for 2021. The estimated remaining useful lives of these assets range from twoone to seventwenty years at December 31, 2015.2016.
On December 31, 2016, goodwill and intangible assets increased as a result of the completion of the UGC acquisition (see Note 2). The transaction was accounted for using the acquisition method under which the Company recorded the identifiable assets and liabilities at their acquisition date fair values, and recorded the excess of consideration transferred over the net assets acquired as goodwill and intangible assets.
The Company’s impairment reviews for goodwill and intangible assets did not result in the recognition of impairment losses for 2016, 2015 2014 and 2013.2014.
18.19.    Shareholders’ Equity
Authorized and Issued
The authorized share capital of ACGL consists of 600 million Common Shares, par value of $0.0033 per share, and 50 million Preferred Shares, par value of $0.01 per share.
Common Shares
The following table presents a roll-forward of changes in ACGL’s issued and outstanding Common Shares:
Year Ended December 31,Year Ended December 31,
2015 2014 20132016 2015 2014
Common Shares:          
Shares issued and outstanding, beginning of year171,672,408
 169,560,591
 168,255,572
173,107,849
 171,672,408
 169,560,591
Shares issued (1)1,001,667
 1,493,524
 811,732
1,149,112
 1,001,667
 1,493,524
Restricted shares issued, net of cancellations433,774
 618,293
 493,287
387,140
 433,774
 618,293
Shares issued, end of year173,107,849
 171,672,408
 169,560,591
Shares issued and outstanding, end of year174,644,101
 173,107,849
 171,672,408
Common shares in treasury, end of year(50,480,066) (44,304,474) (35,885,707)(51,856,584) (50,480,066) (44,304,474)
Shares issued and outstanding, end of year122,627,783
 127,367,934
 133,674,884
122,787,517
 122,627,783
 127,367,934
(1)Includes shares issued from the exercise of stock options and stock appreciation rights, and shares issued from the employee share purchase plan.


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Share Repurchases
The board of directors of ACGL has authorized the investment in ACGL’s common shares through a share repurchase program. Authorizations have consisted of a $1.0 billion authorization in February 2007, a $500.0 million authorization in May 2008, a $1.0 billion authorization in November 2009, a $1.0 billion authorization in February 2011 and a $629.2 million authorization in November 2014. Since the inception of the share repurchase program through December 31, 2015,2016, ACGL has repurchased approximately 124.1125.2 million common shares for an aggregate purchase price of $3.61$3.68 billion. During 2015,2016, ACGL repurchased 1.1 million common shares for an aggregate purchase price of $75.3 million, compared to 5.9 million common shares for an aggregate purchase price of $365.4 million compared toduring 2015 and 8.2 million common shares for an aggregate purchase price of $454.1 million during 2014 and 1.3 million common shares for an aggregate purchase price of $57.8 million during 2013.2014. At December 31, 2015,2016, approximately $521.8$446.5 million of share repurchases were available under the program. Repurchases under the program may be effected from time to time in open market or privately negotiated transactions.transactions through December


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31, 2019. The timing and amount of the repurchase transactions under this program will depend on a variety of factors, including market conditions and corporate and regulatory considerations.
Treasury Shares
In May 2010, ACGL’s shareholders approved amendments to the bye-laws to permit ACGL to hold its own acquired shares as treasury shares in lieu of cancellation, as determined by ACGL’s board of directors. From May 5, 2010 to December 31, 2015,2016, all repurchases of ACGL’s common shares in connection with the share repurchase plan noted above and other share-based transactions were held in the treasury under the cost method, and the cost of the common shares acquired is included in ‘Common shares held in treasury, at cost.’ At December 31, 2015,2016, ACGL held 50.551.9 million shares for an aggregate cost of $1.94$2.03 billion in treasury, at cost.
Convertible Non-Voting Common Equivalent Preferred Shares
On December 31, 2016, the Company completed the acquisition of all of the outstanding shares of capital stock of UGC. Based upon a formula set forth in the Stock Purchase Agreement, AIG received 1,276,282 of ACGL’s Series D convertible non-voting common equivalent preferred shares (“Series D preferred shares”). Each Series D preferred share converts to 10 shares of ACGL fully paid non-assessable common stock. Conversion can only occur if there is a transfer to a third party in a Widely Dispersed Offering, which has to be a transfer to third parties. “Widely Dispersed Offering” means (i) a widespread public distribution, (ii) a transfer in which no transferee (or group of associated transferees) would receive 2% or more of any class of voting securities of the Company or (iii) a transfer to a transferee that would control more than 50% of the voting securities of the Company without any transfer from the holder. Pursuant to the Investor Rights Agreement (“IRA”), transfer of the convertible preferred shares is restricted for eighteen months from December 31, 2016, as follows: (i) none may be sold prior to the six month anniversary of the closing date, (ii) one-third may be sold from June 30, 2017 through December 31, 2017; (iii) two-thirds may be sold from June 30, 2017 through June 30, 2018; and all of the Series D preferred shares may be sold from and after June 30, 2018.
Common Share Equivalents
The Company has determined that based on a review of the terms, features and rights of the series D preferred shares compared to the rights of the Company’s common shareholders, the underlying 12,762,820 common shares that the convertible securities convert to were common share equivalents at the time of their issuance.
Series E Preferred Shares
On September 29, 2016, ACGL completed a $450 million underwritten public offering of 18.0 million depositary shares (the “Depositary Shares”), each of which represents a 1/1,000th interest in a share of its 5.25% Non-Cumulative Preferred Shares, Series E, have a $0.01 par value and $25,000 liquidation preference per share (equivalent to $25 liquidation preference per Depositary Share) (the “Series E preferred shares”). Each Depositary Share, evidenced by a depositary receipt, entitles the holder, through the depositary, to a proportional fractional interest in all rights and preferences of the Series E preferred shares represented thereby (including any dividend, liquidation, redemption and voting rights). Holders of Series E preferred shares will be entitled to receive dividend payments only when, as and if declared by our board of directors or a duly authorized committee of the board. Any such dividends will be payable from, and including, the date of original issue on a non-cumulative basis, quarterly in arrears on the last day of March, June, September and December of each year, at an annual rate of 5.25%. Dividends on the Series E preferred shares are not cumulative. The Company will be restricted from paying dividends on or repurchasing its common shares unless certain dividend payments are made on the Series E preferred shares. Except in specified circumstances relating to certain tax or corporate events, the Series E preferred shares are not redeemable prior to September 29, 2021 (the fifth anniversary of the issue date). On and after that date, the Series E preferred shares will be redeemable at the Company’s option, in whole or in part, at a redemption price of $25,000 per share of the Series E preferred shares (equivalent to $25 per depositary share), plus any declared and unpaid dividends, without accumulation of any undeclared dividends to, but excluding, the redemption date. The Depositary Shares will be redeemed if and to the extent the related Series E preferred shares are redeemed by the Company. Neither the Depositary Shares nor the Series E preferred shares have a stated maturity, nor will they be subject to any sinking fund or mandatory redemption. The Series E preferred shares are not convertible into any other securities. The Series E preferred shares will not have voting rights, except under limited circumstances. The Company used the net proceeds from the offering of $434.9 million to fund a portion of the UGC acquisition. See Note 2 for further detail on the UGC acquisition.
Series C Preferred Shares
On April 2, 2012, ACGL completed the underwritten public offering of $325.0 million of its 6.75% Series C non-cumulative preferred shares (“Preferred Shares”Series C preferred shares”). Except in specified circumstances relating to certain tax or corporate events, the Preferred Shares are not redeemable prior to April 2, 2017. The net proceeds from the offering of $315.8 million and other available funds were used to redeem all of ACGL’s $200.0 million of 8.0% Series AC preferred shares and $125.0 million of 7.875%are on parity with the Series BE preferred shares on May 2, 2012. The Series A preferred shareswith respect to payment of dividends and Series B preferred shares were redeemed atthe distribution of assets upon a redemption price equal to $25.00 per share, plus all declared and unpaid dividends to (but excluding) the redemption date.
liquidation, dissolution or winding-up of ACGL. Dividends on the Preferred SharesCompany’s Series C


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preferred shares are non-cumulative. Consequently, in the event dividends are not declared on the Preferred SharesSeries C preferred shares for any dividend period, holders of Preferred SharesSeries C preferred shares will not be entitled to receive a dividend for such period, and such undeclared dividend will not accrue and will not be payable. Holders of Preferred SharesSeries C preferred shares will be entitled to receive dividend payments only when, as and if declared by ACGL’s board of directors or a duly authorized committee of the board of directors. Any such dividends will be payable from the date of original issue on a non-cumulative basis, quarterly in arrears. To the extent declared, these dividends will accumulate, with respect to each dividend period, in an amount per share equal to 6.75% of the $25.00 liquidation preference per annum. In 2015, 2014 and 2013,the 2016 fourth quarter, ACGL repurchased 97,807 Series C preferred shares at a weighted average price of $25.48 per share ($2.5 million aggregate cost).
In 2016, ACGL paid dividends of $28.1 million, compared to $21.9 million in 2015 and 2014, to holders of ACGL’s preferred shares.
19.20.    Share-Based Compensation
Long Term Incentive and Share Award Plans
The 2015 Long Term Incentive and Share Award Plan (the (“2015 Plan”) became effective as of May 7, 2015 following approval by shareholders of the Company. The purposes of the 2015 Plan are to advance the interests of ACGL and its shareholders by providing a means to attract, retain, and motivate employees and directors of ACGL and its subsidiaries. The 2015 Plan is intended to provide for competitive compensation opportunities, to encourage long-term service, to recognize individual contributions and reward achievement of performance goals, and to promote the creation of long-term value for shareholders by aligning the interests of such persons with those of shareholders. Officers, other employees and directors of ACGL and its subsidiaries will be eligible for grants of awards under the 2015 Plan. The 2015 Plan will terminate as to future awards on February 26, 2025.
The number of common shares reserved for grants of awards under the 2015 Plan, subject to anti-dilution adjustments in the event of certain changes in the Company’s capital structure is 4,300,000. In addition, no more than 50% of such common shares may be issued in connection with full value awards (i.e., awards other than stock options or SARs)

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and no more than 2,000,000 common shares may be issued as incentive stock options under Section 422 of the Code. At December 31, 2015, 3,242,6922016, 2,382,507 shares are available for future issuance.
The 2012 Long Term Incentive and Share Award Plan (the “2012 Plan”) became effective as of May 9, 2012 (the “Effective Date”) following approval by shareholders of the Company. The 2012 Plan is intended to provide for competitive compensation opportunities, to encourage long-term service, to
recognize individual contributions and reward achievement of performance goals and to promote the creation of long-term value for shareholders by aligning the interests of such persons with those of shareholders. The 2012 Plan provides for the grant to eligible employees and directors stock options, stock appreciation rights (“SARs”), restricted shares, restricted share units payable in common shares or cash, share awards in lieu of cash awards, dividend equivalents and other share-based awards. The 2012 Plan also provides the Company’s non-employee directors with the opportunity to receive the annual retainer fee for Board service in common shares. The 2012 Plan will terminate as to future awards on February 28, 2022.
The 2007 Long Term Incentive and Share Award Plan (the “2007 Plan”) was merged with and into the 2012 Plan as of the Effective Date. As of the Effective Date, the 3,153,924 remaining shares available for issuance under the 2007 Plan were transferred into the 2012 Plan and as of such date no additional grants may be made under the 2007 Plan. Grants which were outstanding under the 2007 Plan as of the Effective Date will continue in accordance with their original terms (subject to such amendments as the compensation committee determines appropriate, consistent with the terms of the 2007 Plan) and will be issued or transferred under the 2012 Plan.
The number of common shares reserved for grants of awards under the 2012 Plan, subject to anti-dilution adjustments in the event of certain changes in the Company’s capital structure is 7,433,924 which is the sum of (i) 4,280,000 and (ii) 3,153,924 shares remaining available for grants under the 2007 Plan. In addition, no more than 50% of such common shares may be issued in connection with full value awards (i.e., awards other than stock options or SARs) and no more than 2,000,000 common shares may be issued as incentive stock options under Section 422 of the Code. At December 31, 2015, 950,3072016, 724,553 shares are available for grant under the 2012 Plan.
On May 11, 2007, following shareholder approval, the Company adopted the 2007 Employee Share Purchase Plan with 2,250,000 common shares available for issuance. Upon shareholder approval on May 6, 2016, the Amended and Restated Arch Capital Group Ltd. 2007 Employee Share Purchase Plan (the “ESPP”). became effective, which increased the number of shares available for issuance under the ESPP by 1,000,000 common shares. Prior to the amendment and restatement, 563,259 common shares remained available for issuance under the ESPP. After the amendment and restatement, a total of 1,563,259 common shares were reserved for issuance. The purpose of the ESPP is to give employees of ACGL and its subsidiaries an opportunity to purchase common shares through payroll deductions, thereby encouraging employees to share in the economic growth and success of ACGL and its subsidiaries. The ESPP is designed to qualify as an “employee share purchase plan” under Section 423 of the Code. A total of 2,250,000 common shares are reserved for issuance under the ESPP. At December 31, 2015,2016, approximately 563,2591,383,896 shares remain available for issuance.


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The ESPP provides for consecutive six-month offering periods (or other periods of not more than 27 months as determined by the compensation committee) under which participating employees can elect to have up to 20% of their total compensation withheld and applied to the purchase of common shares of the Company at the end of the period. Unless otherwise determined by the compensation committee before an offering period commences, (1) the purchase price will be 85% of the fair market value of the common shares at the beginning of the offering period; and (2) the maximum number of common shares that may be purchased by an employee in any offering period is 3,000 shares. In addition, applicable Code limitations specify, in general, that a participant’s right to purchase stock under the ESPP cannot accumulate at a rate in excess of $25,000 (based on the value at the beginning of the applicable offering periods) per calendar year. The Company recorded $1.7$1.9 million of share-based compensation expense, net of a tax benefit of $0.2 million, related to the ESPP for 2015,2016, compared to $1.7 million, net of a tax benefit of $0.2 million, for 2015 and $1.6 million, net of a tax benefit of $0.1 million, for 2014 and $1.4 million, net of a tax benefit of $0.1 million, for 2013.2014.
With respect to certain subsidiaries, the Company may withhold, or require a participant to remit to the Company, an amount sufficient to satisfy any federal, state or local withholding tax requirements associated with awards under the Company’s share award plans. This includes the authority to withhold or receive shares or other property and to make cash payments in respect thereof.
Stock Options and Stock Appreciation Rights
The Company generally issues stock options and SARs to eligible employees, with exercise prices equal to the fair market values of the Company’s Common Shares on the grant dates. Such grants generally vest over a three year period with one-third vesting on the first, second and third anniversaries of the grant date. In addition, in November 2012 the Company issued off-cycle stock options and SARs to certain employees, which will cliff vest on the fifth anniversary of the grant date. Option awards and SARs have a 10 year contractual life. Refer to Note 3(m) for details related to the Company’s accounting for stock options and SARs.

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The Company recorded after-tax share-based compensation expense of $10.5$11.9 million related to stock options and SARs for 2016, net of a tax benefit of $2.2 million, compared to $10.5 million for 2015, net of a tax benefit of $2.2 million, compared toand $12.5 million for 2014, net of a tax benefit of $2.1 million, and $10.6 million for 2013, net of a tax benefit of $2.0 million. As of December 31, 2015,2016, there was approximately $12.0$9.1 million of unrecognized compensation cost related to nonvested stock options and SARs. Such cost is expected to be recognized over a weighted average period of 1.30.9 years.
For purposes of determining estimated market value, the Company has computed the estimated market values of share-based compensation related to stock options and SARs using
the Black-Scholes option valuation model and has applied the assumptions set forth in the following table. As described above, stock options and SARs generally vest over a three year period with one-third vesting on the first, second and third anniversaries of the grant date. The expected life assumption (i.e., the estimated period of time between the date an option or SAR is granted and the date the option or SAR is exercised) was based on an expected term analysis which incorporated the Company’s historical exercise experience. The Company based its estimate of expected volatility for stock options and SARs granted during 20152016 on daily historical trading data of its common shares from September 20, 2002, the date marking the completion of the Company’s transition as a worldwide insurance and reinsurance company. For stock options and SARs granted during 20142015 and 2013,2014, the Company based its volatility estimate under the same method used for 2015,2016, using the period from September 20, 2002 through the last day of the applicable period.
 Year Ended December 31,
 2015 2014 2013
Dividend yield0.0% 0.0% 0.0%
Expected volatility22.1% 22.8% 23.6%
Risk free interest rate1.8% 1.9% 1.0%
Expected option life6.0 years
 6.0 years
 6.0 years
 Year Ended December 31,
 2016 2015 2014
Dividend yield0.0% 0.0% 0.0%
Expected volatility21.7% 22.1% 22.8%
Risk free interest rate1.4% 1.8% 1.9%
Expected option life6.0 years
 6.0 years
 6.0 years
The Black-Scholes option pricing model requires the input of highly subjective assumptions. Because the Company’s employee stock options and SARs have characteristics significantly different from those of traded options, and because changes in the subjective input assumptions can materially affect the fair value estimate, in management’s opinion, the existing models may not provide a reliable single measure of the fair value of its employee stock options and SARs. In addition, management will continue to assess the assumptions and methodologies used to calculate estimated fair value of share-based compensation. Circumstances may change and additional data may become available over time, which could result in changes to these assumptions and methodologies, and which could materially impact the Company’s fair value determination.


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A summary of stock option and SAR activity under the Company’s Long Term Incentive and Share Award Plans during 20152016 is presented below:
Year Ended December 31, 2015Year Ended December 31, 2016
Number of
Options / SARs
 Weighted Average Exercise Price
Number of
Options / SARs
 Weighted Average Exercise Price
Outstanding, beginning of year7,804,033
 $34.52
7,482,462
 $38.07
Granted693,107
 $61.93
696,817
 $70.55
Exercised(926,958) $24.91
(1,260,856) $24.45
Forfeited or expired(87,720) $50.09
(45,929) $56.80
Outstanding, end of year7,482,462
 $38.07
6,872,494
 $43.74
Exercisable, end of year5,429,047
 $32.88
5,015,020
 $39.62
The weighted average grant-date fair value of stock options and SARs granted during 2016, 2015 and 2014 was $17.12, $15.90 and 2013 was $15.90, $14.77, and $12.96, respectively. The aggregate intrinsic value of stock options and SARs exercised during 2016, 2015 2014 and 20132014 was approximately $59.6 million, $38.6 million, $58.4 million, and $21.7$58.4 million, respectively and represents the difference between the exercise price of the stock options and SARs and the closing market price of the Company’s common shares on the exercise dates. Shares issued upon exercise of stock options and SARs were from the Company’s authorized but unissued share capital pool.
The aggregate intrinsic value of the Company’s outstanding and exercisable stock options and SARs at December 31, 20152016 was $237.1$292.4 million and $200.2$234.0 million, respectively. The weighted average remaining contractual life of the Company’s outstanding and exercisable stock options and SARs at December 31, 20152016 was 5.45.5 years and 4.44.8 years,

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respectively. During 2015,2016, the Company received proceeds of $9.4$3.9 million from the exercise of stock options and recognized a tax benefit of $8.0$6.9 million from the exercise of stock options and SARs.
Restricted Common Shares and Restricted Units
The Company also issues restricted share and unit awards to eligible employees and directors, for which the fair value is equal to the fair market values of the Company’s Common Shares on the grant dates. Restricted share and unit awards generally vest over a three year period with one-third vesting on the first, second and third anniversaries of the grant date. In addition, in November 2012 the Company issued off-cycle restricted share and unit awards to certain employees, which will cliff vest on the fifth anniversary of the grant date. Refer to Note 3(m) for details related to the Company’s accounting for restricted share and unit awards.
The Company recorded $32.9$31.7 million of share-based compensation expense, net of a tax benefit of $8.6$8.7 million, related to restricted share and unit awards for 2015,2016, compared to $32.9 million, net of a tax benefit of $8.6 million, for 2015 and $30.0 million, net of a tax benefit of $8.4 million, for 2014 and $27.4 million, net of a tax benefit of $7.8 million, for 2013. 2014.
As of December 31, 2015,2016, there was $39.9$32.0 million and $6.2$4.6 million, respectively, of unrecognized compensation costs related to unvested restricted share and unit awards, which are expected to be recognized over a weighted average period of 1.30.9 years and 1.30.9 years, respectively.
A summary of unvested restricted share and unit activity under the Company’s Long Term Incentive and Share Award Plans for 20152016 is presented below:
Year Ended December 31, 2015Year Ended December 31, 2016
Restricted
Common
Shares
 
Restricted
Unit
Awards
Restricted
Common
Shares
 
Restricted
Unit
Awards
Unvested Shares:      
Unvested balance, beginning of year1,969,842
 305,133
1,800,593
 264,629
Granted502,638
 69,340
417,956
 63,024
Vested(603,023) (88,916)(541,409) (89,054)
Forfeited(68,864) (20,928)(30,816) (15,113)
Unvested balance, end of year1,800,593
 264,629
1,646,324
 223,486
      
Weighted Average Grant Date Fair Value:      
Unvested balance, beginning of year$48.47
 $48.49
$51.94
 $51.33
Granted$62.70
 $62.61
$71.76
 $71.50
Vested$49.75
 $50.94
$57.72
 $56.20
Forfeited$50.45
 $48.97
$57.76
 $54.84
Unvested balance, end of year$51.94
 $51.33
$54.96
 $54.84
During 2016, 2015 2014 and 2013,2014, the Company granted an aggregate of 480,980, 571,978 767,469 and 590,118767,469 restricted share and restricted unit awards, respectively, with weighted average grant date fair values of $71.73, $62.69 $56.97 and $53.21,$56.97, respectively. During 2016, 2015 2014 and 2013,2014, the aggregate fair value of restricted shares and units that vested was $45.2 million, $43.8 million $38.6 million and $41.0$38.6 million, respectively. The aggregate intrinsic value of restricted units outstanding at December 31, 20152016 was $28.8$32.9 million, and the aggregate intrinsic value of restricted units vested and deferred was $10.4$13.6 million.
The issuance of share-based awards and amortization thereon has no effect on the Company’s consolidated shareholders’ equity.
20.21.    Retirement Plans
For purposes of providing employees with retirement benefits, the Company maintains defined contribution retirement plans. Contributions are based on the participants’ eligible compensation. For 2016, 2015 2014 and 2013,2014, the Company expensed $30.6 million, $29.7 million $26.8 million and $21.5$26.8 million, respectively, related to these retirement plans.

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21.
22.    Legal Proceedings
The Company, in common with the insurance industry in general, is subject to litigation and arbitration in the normal course of its business. As of December 31, 2015,2016, the Company was not a party to any litigation or arbitration which is expected by management to have a material adverse effect on the Company’s results of operations and financial condition and liquidity.
22.23.    Statutory Information
The Company’s insurance and reinsurance subsidiaries are subject to insurance and/or reinsurance laws and regulations in the jurisdictions in which they operate. These regulations include certain restrictions on the amount of dividends or other distributions available to shareholders without prior approval of the insurance regulatory authorities.
The actual and required statutory capital and surplus for the Company’s principal operating subsidiaries at December 31, 20152016 and 2014 was as follows:2015:
December 31, 2015 December 31, 2014December 31,
Actual (1) Required (1) Actual (1) Required (1)2016 2015
Statutory capital and surplus (1):       
Actual capital and surplus (1):   
Bermuda$6,397,010
 $2,129,064
 $6,447,803
 $2,209,757
$8,960,248
 $6,397,010
Ireland559,996
 459,271
 553,561
 463,877
607,410
 559,996
United States1,564,056
 488,794
 1,454,282
 467,797
4,660,855
 1,564,056
United Kingdom404,821
 321,462
 384,525
 307,596
340,300
 395,197
Canada67,436
 36,360
 79,123
 58,837
71,247
 67,436
   
Required capital and surplus:   
Bermuda$3,077,684
 $2,129,064
Ireland283,544
 459,271
United States1,811,938
 488,794
United Kingdom276,928
 321,462
Canada35,858
 36,360
(1)Such amounts include ownership interests in affiliated insurance and reinsurance subsidiaries.
The statutory net income (loss) for the Company’s principal operating subsidiaries for 2016, 2015 2014 and 20132014 was as follows:
 Year Ended December 31,
 2016 2015 2014
Statutory net income (loss):     
Bermuda$886,492
 $514,151
 $692,676
Ireland26,935
 29,041
 43,197
United States67,826
 76,604
 46,110
United Kingdom(7,512) (6,924) 13,016
Canada621
 (1,098) 1,517
 Year Ended December 31,
 2015 2014 2013
Statutory net income (loss):     
Bermuda$514,151
 $692,676
 $719,267
Ireland29,041
 43,197
 (24,410)
United States76,604
 46,110
 62,605
United Kingdom3,285
 13,016
 (11,353)
Canada(1,098) 1,517
 (36,203)
Statutory accounting differs from U.S. GAAP in the reporting of certain items such as acquisition costs, deferred income taxes and investments.
Bermuda
Under The Insurance Act 1978, as amended, and related regulations of Bermuda (the “Insurance Act”), Arch Re Bermuda, the Company’s Bermuda reinsurance and insurance subsidiary, is registered as a Class 4 insurer and long-term insurer and is required to annually prepare and file statutory financial statements and a statutory financial return with the Bermuda Monetary Authority (“BMA”). The Insurance Act also requires Arch Re Bermuda to maintain minimum share capital and must ensure that the value of its general business assets exceeds the amount of its general business liabilities by an amount greater than the prescribed minimum solvency margins and enhanced capital requirement pertaining to its general business. At December 31, 2015,2016, all such requirements were met.
Arch Re Bermuda is also required to file a regulatory risk based capital model that measures risks and determines enhanced capital requirements and a target capital level. In addition, all Class 4 Bermuda insurers must prepare and file with the BMA audited GAAP basis annual financial statements, which must be made publicly available. Declarations of dividends from retained earnings and distributions from additional paid-in-capital are subject to these requirements being met. For all applicable periods presented herein, Arch Re Bermuda satisfied these requirements.

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The Bermuda Companies Act 1981 (the “Companies Act”) limits Arch Re Bermuda’s ability to pay dividends and distributions to shareholders if there are reasonable grounds for believing that: (a) Arch Re Bermuda is, or would after the payment be, unable to pay its liabilities as they become due; or (b) the realizable value of Arch Re Bermuda’s assets would thereby be less than the aggregate of its liabilities and its issued share capital and share premium accounts. Under the Insurance Act, Arch Re Bermuda is restricted with respect to the payment of dividends. Arch Re Bermuda is prohibited from declaring or paying in any financial year dividends of more than 25% of its total statutory capital and surplus (as shown on its previous financial year’s statutory balance sheet) unless it files, at least seven days before payment of such dividends, with the Bermuda Monetary Authority an affidavit stating that it will continue to meet the required margins. In addition, Arch Re Bermuda is prohibited, without prior approval of the Bermuda Monetary Authority, from reducing by 15% or more its total statutory capital, as set out in its previous year’s statutory financial statements. Accordingly, Arch Re Bermuda can pay approximately $1.36$1.97 billion to ACGL during 20162017 without providing an affidavit to the BMA.

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Watford Re is registered as a Class 4 insurer and is required to annually prepare and file statutory financial statements and a statutory financial return with the BMA. The Insurance Act also requires Watford Re to maintain minimum share capital and must ensure that the value of its general business assets exceeds the amount of its general business liabilities by an amount greater than the prescribed minimum solvency margins and enhanced capital requirement pertaining to its general business. At December 31, 2015,2016, all such requirements were met.
Ireland
Arch Re Europe was licensed and authorized by the Central Bank of Ireland (“CBOI”) as a non-life reinsurer in October 2008 and as a life reinsurer in November 2009 while Arch MI Europe was authorized as a non-life insurer in Ireland in December 2011. Irish authorized reinsurers and insurers, such as Arch Re Europe and Arch MI Europe, are also subject to the general body of Irish laws and regulations including the provisions of the Companies Act 2014. Arch Re Europe and Arch MI Europe are subject to the supervision of the CBOI and must comply with Irish insurance acts and regulations as well as with directions and guidance issued by the CBOI. Arch Re Europe and Arch MI Europe are required to maintain reserves, particularly in respect of underwriting liabilities and a solvency margin. Assets constituting statutory reserves must comply with certain principles including obligations to secure sufficiency, liquidity, security, quality, profitability and currency matching of investments. Statutory reserves must be actuarially certified annually.
Under Irish company law, Arch Re Europe and Arch MI Europe are permitted to make distributions only out of profits available for distribution. A company’s profits available for distribution are its accumulated, realized profits, so far as not previously utilized by distribution or capitalization, less its accumulated, realized losses, so far as not previously written off in a reduction or reorganization of capital duly made. Further, the CBOI has powers to intervene if a dividend payment were to lead to a breach of regulatory capital requirements. Dividends or distributions, if any, made by Arch Re Europe would result in an increase in available capital at Arch Re Bermuda.
United States
The Company’s U.S. insurance and reinsurance subsidiaries file financial statements prepared in accordance with statutory accounting practices prescribed or permitted by insurance regulators. Statutory net income and statutory surplus, as reported to the insurance regulatory authorities, differ in certain respects from the amounts prepared in accordance with GAAP. The main differences between statutory net income and GAAP net income relate to deferred acquisition costs and deferred income taxes. In addition to deferred acquisition costs and deferred income tax assets, other differences between statutory surplus and GAAP shareholder’s equity are unrealized
appreciation or decline in value of investments and non-admitted assets.
The Company’s U.S. insurance and reinsurance subsidiaries are subject to insurance laws and regulations in the jurisdictions in which they operate. The ability of the Company’s regulated insurance subsidiaries to pay dividends or make distributions is dependent on their ability to meet applicable regulatory standards. These regulations include restrictions that limit the amount of dividends or other distributions, such as loans or cash advances, available to shareholders without prior approval of the insurance regulatory authorities. Dividends or distributions, if any, made by Arch Re U.S. would result in an increase in available capital at Arch-U.S., the Company’s U.S. holding company. Arch Re U.S. can declare a maximum of approximately $120$128.4 million of dividends during 20162017 subject to the approval of the Commissioner of the Delaware Department of Insurance (“Commissioner”). In addition, with respect to dividends in excess of the $120$128.4 million (extraordinary dividend), no payment can be made until (1) 30 days after the Commissioner has received notice of the declaration thereof and has not within such period disapproved such payments; or (2) the Commissioner shall have

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approved the payment within the 30-day period. Delaware insurance laws also require that the statutory surplus of Arch Re U.S. following any dividend or distribution be reasonable in relation to its outstanding liabilities and adequate to its financial needs.
Arch MI U.S. is subject to detailed regulation both by its domiciliaryAMIC, United Guaranty Residential Insurance Company and primary regulator, the Wisconsin Office of the Commissioner of Insurance, and by state insurance departments inUnited Guaranty Mortgage Indemnity Company have each state in which it is licensed. In addition, Arch MI U.S. is currentlybeen approved by the GSEs as an eligible mortgage insurer.insurer by Fannie Mae and Freddie Mac, subject to maintaining certain ongoing requirements (“eligible mortgage insurers”). In April 2015, the GSEs published comprehensive, revised requirements, known as the Private Mortgage Insurer Eligibility Requirements or “PMIERs.” TheAs clarified and revised by the Guidance Letters issued by the GSEs in December 2016, the PMIERs became effective December 31, 2015 andapply to the Company’s eligible mortgage insurers, but do not apply to Arch MI U.S.,Mortgage Guaranty Company, which is a GSE-approved mortgage insurer. In additionnot GSE-approved.
The amount of assets required to extensive requirements relating tosatisfy the operation of the Company’s mortgage insurance business, the PMIERs include revised financial requirements forof the PMIERs at any point in time will be affected by many factors, including macro-economic conditions, the size and composition of our eligible mortgage insurers. Theseinsurers’ mortgage insurance portfolio at the point in time, and the amount of risk ceded to reinsurers that may be deducted in our calculation of “minimum required assets.” The Company’s eligible mortgage insurers satisfied the PMIERs’ financial requirements require a mortgage insurer’s available assets, which generally include only the most liquid assets of an insurer, to meet or exceed “minimum required assets” as of each quarter end. Minimum required assets are calculated from PMIERs tables with several risk dimensions (including origination year, original loan-to-value and original credit score of performing loans, and the delinquency status of non-performing loans) and are subject to a minimum amount. December 31, 2016.
Under the PMIERs, Arch MI U.S. isAMIC was deemed to be a “newly-approved insurer.” As a result of this status, until January 2017, Arch MI U.S. isAMIC was subject to additional PMIER requirements, including that it is prohibited from payingrestrictions on dividends to affiliates or making any investment, contribution or loan to any affiliate untilaffiliate. Since January


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2017, none of the Company’s eligible mortgage insurers are classified as a “newly-approved insurer” under PMIERs.
The Company’s U.S. mortgage insurance subsidiaries are subject to detailed regulation by their domiciliary and primary regulators, the Wisconsin Office of the Commissioner of Insurance (“Wisconsin OCI”) for AMIC and Arch Mortgage Guaranty Company, and the North Carolina Department of Insurance (“NC DOI”) for United Guaranty Residential Insurance Company and United Guaranty Mortgage Indemnity Company, and by state insurance departments in each state in which they are licensed. As mandated by state insurance laws, mortgage insurers are generally mono-line companies restricted to writing a single type of insurance business, such date.as mortgage insurance business. Each company is subject to either Wisconsin or North Carolina statutory requirements as to payment of dividends. Generally, both Wisconsin and North Carolina law precludes any dividend before giving at least 30 days’ notice to the Wisconsin OCI or NC DOI, as applicable, and prohibits paying any dividend unless it is fair and reasonable to do so. In addition, the state regulators and the GSEs limit or restrict our eligible mortgage insurers’ ability to pay stockholder dividends or otherwise return capital to shareholders. Under North Carolina law, United Guaranty Residential Insurance Company can declare a maximum of approximately $313.3 million of dividends during 2017 subject to the approval of the NC DOI. In certain instances, approval by the GSEs would be required for dividends or other forms of return of capital to shareholders due to the requirements under PMIERs, including the minimum required assets imposed on our eligible mortgage insurers by the GSEs. Such dividend would result in an increase in available capital at Arch U.S. MI Holdings Inc., a subsidiary of Arch-U.S.
Mortgage insurance companies licensed in Wisconsin or North Carolina are required to establish contingency loss reserves for purposes of statutory accounting in an amount equal to at least 50% of net earned premiums. These amounts generally cannot be withdrawn for a period of 10 years and are separate liabilities for statutory accounting purposes, which affects the ability to pay dividends. However, with prior regulatory approval, a mortgage insurance company may make early withdrawals from the contingency reserve when incurred losses exceed 35% of net premiums earned in a calendar year.
Under Wisconsin and North Carolina law, as well as that of 14 other states, a mortgage insurer must maintain a minimum amount of statutory capital relative to its risk in force in order for the mortgage insurer to continue to write new business. While formulations of minimum capital vary in certain jurisdictions, the most common measure applied allows for a maximum risk-to-capital ratio of 25 to 1. Wisconsin and North Carolina both require a mortgage insurer to maintain a “minimum policyholder position” calculated in accordance with their respective regulations. Policyholders' position consists primarily of statutory policyholders' surplus plus the
statutory contingency reserve, less ceded reinsurance. While the statutory contingency reserve is reported as a liability on the statutory balance sheet, for risk-to-capital ratio calculations, it is included as capital for purposes of statutory capital.
United Kingdom
The Company’s European insurance operations are conducted on two platforms: Arch Insurance Company Europe and Arch Syndicate 2012 (collectively, the insurance operations are referred to as “Arch Insurance Europe”). Arch Insurance Company Europe was licensed and authorized by the Financial Services Authority (“FSA”) to underwrite all classes of general insurance in the U.K. in May 2004. In 2009, AUAL was licensed and authorized by the FSA and the Lloyd’s Franchise Board. AUAL holds the relevant permissions for the classes of insurance business which are underwritten in the U.K. by Arch Syndicate 2012. Arch Syndicate 2012 has one member, Arch Syndicate Investments Ltd. The FSA was replaced by the Prudential Regulatory Authority (“PRA”) and the Financial Conduct Authority (“FCA”) in 2013. The PRA has responsibility for the prudential regulation of banks and insurers, while the FCA has responsibility for the conduct of business regulation in the wholesale and retail markets. All U.K. companies are also subject to a range of statutory provisions, including the laws and regulations of the Companies Acts 2006 (as amended) (the “U.K. Companies Acts”).
Arch Insurance Company Europe and AUAL (on behalf of itself, Arch Syndicate 2012 and ASIL) are each required to demonstrate the adequacy of its financial assets to the PRA. On a periodic basis, Arch Insurance Europe is required to provide the PRA and Lloyd’s with its own risk-based assessment of its capital needs, taking into account comprehensive risk factors, including market, credit, operational, liquidity and group risks to generate a revised calculation of its expected liabilities which, in turn, enables the PRA and Lloyd’s to provide individual capital guidance and requirements to Arch Insurance Europe. Arch Insurance Europe’s surplus is above the risk-based capital threshold allowed by the PRA's individual capital assessment of Arch Insurance Europe. The PRA requires that Arch Insurance Europe maintain a margin of solvency calculation based on the classes of business for which it is authorized and within its premium income projections applied to its worldwide general business.
Under U.K. law, all U.K. companies are restricted from declaring a dividend to their shareholders unless they have “profits available for distribution.” The calculation as to whether a company has sufficient profits is based on its accumulated realized profits minus its accumulated realized losses. U.K. insurance regulatory laws do not prohibit the payment of dividends, but the PRA or FCA, as applicable, requires that insurance companies and insurance intermediaries maintain certain solvency margins and may restrict the payment of a dividend by Arch Insurance Company Europe, AUAL and


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ASIL. Dividends or distributions, if any, made by Arch Insurance Europe would result in an increase in available capital at Arch Re Europe, a subsidiary of Arch Re Bermuda.
Canada
Arch Insurance Canada which commenced underwriting on January 1, 2013, and the Canadian branch of Arch Re U.S. (“Arch Re Canada”), which commenced underwriting on January 1, 2015, are subject to federal, as well as provincial and territorial, regulation in Canada. The Office of the Superintendent of Financial Institutions (“OSFI”) is the federal regulatory body that, under the Insurance Companies Act (Canada), regulates federal Canadian and non-Canadian

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insurance companies operating in Canada. Arch Insurance Canada and Arch Re Canada are subject to regulation in the provinces and territories in which they underwrite insurance/reinsurance, and the primary goal of insurance/reinsurance regulation at the provincial and territorial levels is to govern the market conduct of insurance/reinsurance companies. Arch
Insurance Canada is licensed to carry on insurance business by OSFI and in each province and territory. Arch Re Canada is licensed to carry-on reinsurance business by OSFI and in the provinces of Ontario and Quebec.
Under the Insurance Companies Act (Canada), Arch Insurance Canada is required to maintain an adequate amount of capital in Canada, calculated in accordance with a test promulgated by OSFI called the Minimum Capital Test (“MCT”), and Arch Re Canada is required to maintain an adequate margin of assets over liabilities in Canada, calculated in accordance with a test promulgated by OSFI called the Branch Adequacy of Assets Test. Dividends or distributions, if any, made by Arch Insurance Canada would result in an increase in available capital at Arch Insurance Company (see “—United States” section).
Dubai
Gulf Re is incorporated in the Dubai International Financial Centre (“DIFC”), a free zone specializing in wholesale financial services. The DIFC is situated in the Emirate of Dubai in the United Arab Emirates. Gulf Re is licensed to “Carry out Contracts of (Re)insurance” and “Effect Contracts of (Re)insurance” in respect of general insurance lines. Gulf Re is overseen by the DFSA and is subject to the laws of the DIFC. Gulf Re is not subject to insurance or financial regulation by the United Arab Emirates. As a (re)insurer licensed in the DIFC (a wholesale financial services market), Gulf Re is authorized to insure direct risks situated in the DIFC, but can only reinsure risks situated in the rest of the United Arab Emirates. In respect of risks situated outside of the United Arab Emirates, Gulf Re is authorized to insure or reinsure risks provided that doing so is not in breach of local regulation. Dividends or distributions, if any, made by Gulf Re would result in an increase in available capital at Arch Re Bermuda.
23.24.    Unaudited Condensed Quarterly Financial Information
The following table summarizes the 20152016 and 20142015 unaudited condensed quarterly financial information:
Fourth
Quarter
 
Third
Quarter
 
Second
Quarter
 
First
Quarter
Year Ended December 31, 2016       
Net premiums written$872,315
 $1,014,278
 $1,023,563
 $1,121,235
Net premiums earned968,855
 958,403
 1,005,985
 951,579
Net investment income91,051
 93,618
 88,338
 93,735
Net realized gains (losses)(93,061) 125,105
 68,218
 37,324
Net impairment losses recognized in earnings(13,593) (3,867) (5,343) (7,639)
Underwriting income109,246
 122,782
 111,746
 110,943
Net income attributable to Arch74,013
 252,872
 211,055
 154,798
Preferred dividends(11,617) (5,484) (5,485) (5,484)
Net income available to Arch common shareholders62,396
 247,388
 205,570
 149,314
Net income per common share -- basic$0.51
 $2.05
 $1.70
 $1.24
Net income per common share -- diluted$0.50
 $1.98
 $1.65
 $1.20
Fourth
Quarter
 
Third
Quarter
 
Second
Quarter
 
First
Quarter
       
Year Ended December 31, 2015              
Net premiums written$834,984
 $971,972
 $943,580
 $1,066,995
$834,984
 $971,972
 $943,580
 $1,066,995
Net premiums earned943,520
 936,683
 943,438
 910,264
943,520
 936,683
 943,438
 910,264
Net investment income95,900
 86,233
 86,963
 78,994
95,900
 86,233
 86,963
 78,994
Net realized gains (losses)(143,767) (89,698) (35,725) 83,348
(143,767) (89,698) (35,725) 83,348
Net impairment losses recognized in earnings(7,336) (5,868) (1,113) (5,799)(7,336) (5,868) (1,113) (5,799)
Underwriting income113,143
 94,779
 105,114
 116,471
113,143
 94,779
 105,114
 116,471
Net income58,579
 80,033
 115,790
 283,336
Net income attributable to Arch58,579
 80,033
 115,790
 283,336
Preferred dividends(5,485) (5,484) (5,485) (5,484)(5,485) (5,484) (5,485) (5,484)
Net income available to Arch common shareholders53,094
 74,549
 110,305
 277,852
53,094
 74,549
 110,305
 277,852
Net income per common share -- basic$0.44
 $0.62
 $0.91
 $2.24
$0.44
 $0.62
 $0.91
 $2.24
Net income per common share -- diluted$0.42
 $0.60
 $0.88
 $2.16
$0.42
 $0.60
 $0.88
 $2.16
       
Year Ended December 31, 2014       
Net premiums written$895,481
 $959,539
 $971,928
 $1,064,990
Net premiums earned923,165
 903,651
 907,152
 859,780
Net investment income82,496
 80,105
 72,990
 66,994
Net realized gains (losses)10,561
 18,515
 54,144
 19,697
Net impairment losses recognized in earnings(3,837) (8,593) (14,749) (2,971)
Underwriting income113,464
 101,087
 124,091
 132,456
Net income215,164
 228,675
 208,016
 182,500
Preferred dividends(5,485) (5,484) (5,485) (5,484)
Net income available to Arch common shareholders209,679
 223,191
 202,531
 177,016
Net income per common share -- basic$1.65
 $1.69
 $1.53
 $1.34
Net income per common share -- diluted$1.60
 $1.64
 $1.48
 $1.30
25.    Guarantor Financial Information
In December 2016, the Company issued $950 million of senior notes through Arch Finance, a Delaware limited liability company and a 100% owned subsidiary of ACGL (see Note 17). The notes are fully and unconditionally guaranteed by ACGL. Arch Finance was formed for the sole purpose of issuing the senior notes and has no business activities. Following the closing of the offering,

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24.    Guarantor Financial Information

Arch Finance lent the net proceeds of the offering to Arch U.S. MI Holdings Inc., the direct parent company of AMIC and purchaser of UGC, and received an intercompany note in consideration thereof. This intercompany note is the issuer’s sole asset. Arch Finance will file a separate Form 10-K for 2016.
The following tables present condensed consolidating balance sheets at December 31, 20152016 and 20142015 and condensed consolidating statements of income, comprehensive income and cash flows for 2016, 2015 2014 and 20132014 for ACGL, Arch-U.S., a 100% owned subsidiary of ACGL, and ACGL's other subsidiaries.
December 31, 2015December 31, 2016
Condensed Consolidating Balance SheetACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Assets                  
Total investments$50
 $42,210
 $15,815,381
 $(14,700) $15,842,941
$2,612
 $41,672
 $19,690,067
 $(14,700) $19,719,651
Cash6,809
 17,023
 529,494
 
 553,326
1,687
 71,955
 769,300
 
 842,942
Investments in subsidiaries6,609,174
 1,712,757
 
 (8,321,931) 
8,660,586
 3,716,681
 
 (12,377,267) 
Due from subsidiaries and affiliates23
 48,811
 384,469
 (433,303) 
14,297
 51,298
 1,866,681
 (1,932,276) 
Premiums receivable
 
 1,376,310
 (392,867) 983,443

 
 1,579,865
 (507,430) 1,072,435
Reinsurance recoverable on unpaid and paid losses and loss adjustment expenses
 
 5,783,452
 (3,916,079) 1,867,373

 
 6,114,518
 (4,000,380) 2,114,138
Contractholder receivables
 
 1,486,296
 
 1,486,296

 
 1,717,436
 
 1,717,436
Prepaid reinsurance premiums
 
 1,511,795
 (1,084,186) 427,609
Deferred acquisition costs, net
 
 433,477
 
 433,477
Ceded unearned premiums
 
 1,985,311
 (1,125,744) 859,567
Deferred acquisition costs
 
 577,461
 (129,901) 447,560
Other assets4,138
 45,522
 2,119,279
 (586,134) 1,582,805
15,725
 49,244
 2,683,339
 (149,928) 2,598,380
Total assets$6,620,194
 $1,866,323
 $29,439,953
 $(14,749,200) $23,177,270
$8,694,907
 $3,930,850
 $36,983,978
 $(20,237,626) $29,372,109
                  
Liabilities                  
Reserve for losses and loss adjustment expenses$
 $
 $13,010,608
 $(3,885,358) $9,125,250
$
 $
 $14,164,191
 $(3,963,231) $10,200,960
Unearned premiums
 
 3,418,118
 (1,084,186) 2,333,932

 
 4,532,614
 (1,125,744) 3,406,870
Reinsurance balances payable
 
 603,586
 (379,466) 224,120

 
 807,837
 (507,430) 300,407
Contractholder payables
 
 1,486,296
 
 1,486,296

 
 1,717,436
 
 1,717,436
Collateral held for insured obligations
 
 248,982
 
 248,982

 
 301,406
 
 301,406
Deposit accounting liabilities
 
 463,507
 (203,143) 260,364

 
 22,150
 
 22,150
Senior notes296,874
 494,432
 
 
 791,306
296,957
 494,525
 940,776
 
 1,732,258
Revolving credit agreement borrowings100,000
 
 430,434
 
 530,434
100,000
 
 656,650
 
 756,650
Due to subsidiaries and affiliates26
 35,000
 398,277
 (433,303) 
26,270
 535,584
 1,370,422
 (1,932,276) 
Other liabilities18,413
 50,890
 1,385,500
 (427,111) 1,027,692
17,962
 54,823
 1,867,040
 (316,978) 1,622,847
Total liabilities415,313
 580,322
 21,445,308
 (6,412,567) 16,028,376
441,189
 1,084,932
 26,380,522
 (7,845,659) 20,060,984
                  
Redeemable noncontrolling interests
 
 219,882
 (14,700) 205,182

 
 220,253
 (14,700) 205,553
                  
Shareholders' Equity                  
Total shareholders' equity available to Arch6,204,881
 1,286,001
 7,035,932
 (8,321,933) 6,204,881
8,253,718
 2,845,918
 9,531,349
 (12,377,267) 8,253,718
Non-redeemable noncontrolling interests
 
 738,831
 
 738,831

 
 851,854
 
 851,854
Total shareholders' equity6,204,881
 1,286,001
 7,774,763
 (8,321,933) 6,943,712
8,253,718
 2,845,918
 10,383,203
 (12,377,267) 9,105,572
                  
Total liabilities, noncontrolling interests and shareholders' equity$6,620,194
 $1,866,323
 $29,439,953
 $(14,749,200) $23,177,270
$8,694,907
 $3,930,850
 $36,983,978
 $(20,237,626) $29,372,109


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



December 31, 2014December 31, 2015
Condensed Consolidating Balance SheetACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Assets                  
Total investments$107
 $62,867
 $15,257,796
 $
 $15,320,770
$50
 $42,210
 $15,815,381
 $(14,700) $15,842,941
Cash3,218
 2,787
 479,697
 
 485,702
6,809
 17,023
 529,494
 
 553,326
Investments in subsidiaries6,536,644
 1,685,185
 
 (8,221,829) 
6,570,835
 1,712,757
 
 (8,283,592) 
Due from subsidiaries and affiliates48
 7,517
 370,429
 (377,994) 
23
 48,811
 384,469
 (433,303) 
Premiums receivable
 
 1,331,511
 (382,816) 948,695

 
 1,376,310
 (392,867) 983,443
Reinsurance recoverable on unpaid and paid losses and loss adjustment expenses
 
 5,584,973
 (3,772,128) 1,812,845

 
 5,783,452
 (3,916,079) 1,867,373
Contractholder receivables
 
 1,309,192
 
 1,309,192

 
 1,486,296
 
 1,486,296
Prepaid reinsurance premiums
 
 1,373,008
 (995,930) 377,078
Deferred acquisition costs, net
 
 414,525
 
 414,525
Ceded unearned premiums
 
 1,511,795
 (1,084,186) 427,609
Deferred acquisition costs
 
 382,829
 
 382,829
Other assets4,386
 43,921
 1,705,546
 (416,579) 1,337,274
4,138
 45,522
 2,131,588
 (586,134) 1,595,114
Total assets$6,544,403
 $1,802,277
 $27,826,677
 $(14,167,276) $22,006,081
$6,581,855
 $1,866,323
 $29,401,614
 $(14,710,861) $23,138,931
                  
Liabilities                  
Reserve for losses and loss adjustment expenses$
 $
 $12,784,030
 $(3,747,582) $9,036,448
$
 $
 $13,010,608
 $(3,885,358) $9,125,250
Unearned premiums
 
 3,227,508
 (995,930) 2,231,578

 
 3,418,118
 (1,084,186) 2,333,932
Reinsurance balances payable
 
 589,289
 (369,977) 219,312

 
 603,586
 (379,466) 224,120
Contractholder payables
 
 1,309,192
 
 1,309,192

 
 1,486,296
 
 1,486,296
Collateral held for insured obligations
 
 184,219
 
 184,219

 
 248,982
 
 248,982
Deposit accounting liabilities
 
 587,050
 (259,666) 327,384

 
 463,507
 (203,143) 260,364
Senior notes296,796
 494,345
 
 
 791,141
296,874
 494,432
 
 
 791,306
Revolving credit agreement borrowings100,000
 
 
 
 100,000
100,000
 
 430,434
 
 530,434
Due to subsidiaries and affiliates417
 7,505
 370,072
 (377,994) 
26
 35,000
 398,277
 (433,303) 
Other liabilities17,137
 49,403
 815,919
 (194,298) 688,161
18,413
 50,890
 1,385,500
 (427,111) 1,027,692
Total liabilities414,350
 551,253
 19,867,279
 (5,945,447) 14,887,435
415,313
 580,322
 21,445,308
 (6,412,567) 16,028,376
                  
Redeemable noncontrolling interests
 
 219,512
 
 219,512

 
 219,882
 (14,700) 205,182
                  
Shareholders' Equity                  
Total shareholders' equity available to Arch6,130,053
 1,251,024
 6,970,805
 (8,221,829) 6,130,053
6,166,542
 1,286,001
 6,997,593
 (8,283,594) 6,166,542
Non-redeemable noncontrolling interests
 
 769,081
 
 769,081

 
 738,831
 
 738,831
Total shareholders' equity6,130,053
 1,251,024
 7,739,886
 (8,221,829) 6,899,134
6,166,542
 1,286,001
 7,736,424
 (8,283,594) 6,905,373
                  
Total liabilities, noncontrolling interests and shareholders' equity$6,544,403
 $1,802,277
 $27,826,677
 $(14,167,276) $22,006,081
$6,581,855
 $1,866,323
 $29,401,614
 $(14,710,861) $23,138,931


200
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Year Ended December 31, 2015Year Ended December 31, 2016
Condensed Consolidating Statement of Income and Comprehensive IncomeACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Revenues                  
Net premiums earned$
 $
 $3,733,905
 $
 $3,733,905
$
 $
 $3,884,822
 $
 $3,884,822
Net investment income1
 2,342
 368,413
 (22,666) 348,090
694
 3,162
 393,114
 (30,228) 366,742
Net realized gains (losses)
 1
 (185,843) 
 (185,842)12
 5
 137,569
 
 137,586
Net impairment losses recognized in earnings
 
 (20,116) 
 (20,116)
 
 (30,442) 
 (30,442)
Other underwriting income
 
 35,739
 (242) 35,497

 
 73,671
 (16,498) 57,173
Equity in net income (loss) of investment funds accounted for using the equity method
 
 25,455
 
 25,455

 
 48,475
 
 48,475
Other income (loss)
 
 (399) 
 (399)180
 
 (980) 
 (800)
Total revenues1
 2,343
 3,957,154
 (22,908) 3,936,590
886
 3,167
 4,506,229
 (46,726) 4,463,556
                  
Expenses                  
Losses and loss adjustment expenses
 
 2,050,903
 
 2,050,903

 
 2,185,599
 
 2,185,599
Acquisition expenses
 
 681,476
 
 681,476

 
 678,033
 
 678,033
Other operating expenses48,107
 3,689
 605,465
 
 657,261

 
 633,025
 
 633,025
Corporate expenses49,540
 1,940
 30,266
 
 81,746
Interest expense23,450
 26,502
 18,024
 (22,102) 45,874
23,769
 27,165
 60,757
 (45,439) 66,252
Net foreign exchange (gains) losses
 
 (41,622) (24,496) (66,118)
 
 (17,217) (19,434) (36,651)
Total expenses71,557
 30,191
 3,314,246
 (46,598) 3,369,396
73,309
 29,105
 3,570,463
 (64,873) 3,608,004
                  
Income (loss) before income taxes(71,556) (27,848) 642,908
 23,690
 567,194
(72,423) (25,938) 935,766
 18,147
 855,552
Income tax (expense) benefit
 9,732
 (50,344) 
 (40,612)
 8,676
 (40,050) 
 (31,374)
Income (loss) before equity in net income of subsidiaries(71,556) (18,116) 592,564
 23,690
 526,582
(72,423) (17,262) 895,716
 18,147
 824,178
Equity in net income of subsidiaries609,294
 50,156
 
 (659,450) 
765,161
 54,497
 
 (819,658) 
Net income537,738
 32,040
 592,564
 (635,760) 526,582
692,738
 37,235
 895,716
 (801,511) 824,178
Net (income) loss attributable to noncontrolling interests
 
 10,351
 805
 11,156

 
 (132,727) 1,287
 (131,440)
Net income available to Arch537,738
 32,040
 602,915
 (634,955) 537,738
692,738
 37,235
 762,989
 (800,224) 692,738
Preferred dividends(21,938) 
 
 
 (21,938)(28,070) 
 
 
 (28,070)
Net income available to Arch common shareholders$515,800
 $32,040
 $602,915
 $(634,955) $515,800
$664,668
 $37,235
 $762,989
 $(800,224) $664,668
                  
Comprehensive income (loss) available to Arch$392,380
 $838
 $482,047
 $(482,885) $392,380
$594,699
 $13,444
 $684,447
 $(697,891) $594,699

201
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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Year Ended December 31, 2014Year Ended December 31, 2015
Condensed Consolidating Statement of Income and Comprehensive IncomeACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Revenues                  
Net premiums earned$
 $
 $3,593,748
 $
 $3,593,748
$
 $
 $3,733,905
 $
 $3,733,905
Net investment income
 
 326,831
 (24,246) 302,585
1
 2,342
 368,413
 (22,666) 348,090
Net realized gains (losses)
 5
 102,912
 
 102,917

 1
 (185,843) 
 (185,842)
Net impairment losses recognized in earnings
 
 (30,150) 
 (30,150)
 
 (20,116) 
 (20,116)
Other underwriting income
 
 10,142
 
 10,142

 
 35,739
 (242) 35,497
Equity in net income (loss) of investment funds accounted for using the equity method
 
 19,883
 
 19,883

 
 25,455
 
 25,455
Other income (loss)
 
 (10,252) 
 (10,252)
 
 (399) 
 (399)
Total revenues
 5
 4,013,114
 (24,246) 3,988,873
1
 2,343
 3,957,154
 (22,908) 3,936,590
                  
Expenses                  
Losses and loss adjustment expenses
 
 1,919,250
 
 1,919,250

 
 2,050,903
 
 2,050,903
Acquisition expenses
 
 657,262
 
 657,262

 
 681,476
 
 681,476
Other operating expenses46,074
 3,387
 556,763
 
 606,224

 
 607,516
 
 607,516
Corporate expenses48,107
 3,689
 (2,051) 
 49,745
Interest expense23,423
 25,817
 20,640
 (24,246) 45,634
23,450
 26,502
 18,024
 (22,102) 45,874
Net foreign exchange (gains) losses
 
 (53,222) (30,522) (83,744)
 
 (41,622) (24,496) (66,118)
Total expenses69,497
 29,204
 3,100,693
 (54,768) 3,144,626
71,557
 30,191
 3,314,246
 (46,598) 3,369,396
                  
Income (loss) before income taxes(69,497) (29,199) 912,421
 30,522
 844,247
(71,556) (27,848) 642,908
 23,690
 567,194
Income tax (expense) benefit
 10,125
 (33,112) 
 (22,987)
 9,732
 (50,344) 
 (40,612)
Income (loss) before equity in net income of subsidiaries(69,497) (19,074) 879,309
 30,522
 821,260
(71,556) (18,116) 592,564
 23,690
 526,582
Equity in net income of subsidiaries903,852
 53,584
 
 (957,436) 
609,294
 50,156
 
 (659,450) 
Net income834,355
 34,510
 879,309
 (926,914) 821,260
537,738
 32,040
 592,564
 (635,760) 526,582
Net (income) loss attributable to noncontrolling interests
 
 13,095
 
 13,095

 
 10,351
 805
 11,156
Net income available to Arch834,355
 34,510
 892,404
 (926,914) 834,355
537,738
 32,040
 602,915
 (634,955) 537,738
Preferred dividends(21,938) 
 
 
 (21,938)(21,938) 
 
 
 (21,938)
Net income available to Arch common shareholders$812,417
 $34,510
 $892,404
 $(926,914) $812,417
$515,800
 $32,040
 $602,915
 $(634,955) $515,800
                  
Comprehensive income (loss) available to Arch$888,247
 $33,671
 $976,821
 $(1,010,492) $888,247
$392,379
 $838
 $482,047
 $(482,885) $392,379

202
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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Year Ended December 31, 2013Year Ended December 31, 2014
Condensed Consolidating Statement of Income and Comprehensive IncomeACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Revenues                  
Net premiums earned$
 $
 $3,145,952
 $
 $3,145,952
$
 $
 $3,593,748
 $
 $3,593,748
Net investment income
 31
 307,449
 (40,261) 267,219

 
 326,831
 (24,246) 302,585
Net realized gains (losses)
 
 74,018
 
 74,018

 5
 102,912
 
 102,917
Net impairment losses recognized in earnings
 
 (3,786) 
 (3,786)
 
 (30,150) 
 (30,150)
Other underwriting income
 
 7,639
 
 7,639

 
 10,142
 
 10,142
Equity in net income (loss) of investment funds accounted for using the equity method
 
 35,701
 
 35,701

 
 19,883
 
 19,883
Other income (loss)
 
 (586) 
 (586)
 
 (10,252) 
 (10,252)
Total revenues
 31
 3,566,387
 (40,261) 3,526,157

 5
 4,013,114
 (24,246) 3,988,873
                  
Expenses                  
Losses and loss adjustment expenses
 
 1,679,424
 
 1,679,424

 
 1,919,250
 
 1,919,250
Acquisition expenses
 
 564,103
 
 564,103

 
 657,262
 
 657,262
Other operating expenses38,702
 2,691
 459,337
 
 500,730

 
 556,280
 
 556,280
Corporate expenses46,074
 3,387
 483
 
 49,944
Interest expense23,272
 1,316
 42,733
 (40,261) 27,060
23,423
 25,817
 20,640
 (24,246) 45,634
Net foreign exchange (gains) losses
 
 2,145
 10,190
 12,335

 
 (53,222) (30,522) (83,744)
Total expenses61,974
 4,007
 2,747,742
 (30,071) 2,783,652
69,497
 29,204
 3,100,693
 (54,768) 3,144,626
                  
Income (loss) before income taxes(61,974) (3,976) 818,645
 (10,190) 742,505
(69,497) (29,199) 912,421
 30,522
 844,247
Income tax (expense) benefit
 1,383
 (34,157) 
 (32,774)
 10,125
 (33,112) 
 (22,987)
Income (loss) before equity in net income of subsidiaries(61,974) (2,593) 784,488
 (10,190) 709,731
(69,497) (19,074) 879,309
 30,522
 821,260
Equity in net income of subsidiaries771,705
 25,644
 
 (797,349) 
903,852
 53,584
 
 (957,436) 
Net income709,731
 23,051
 784,488
 (807,539) 709,731
834,355
 34,510
 879,309
 (926,914) 821,260
Net (income) loss attributable to noncontrolling interests
 
 
 
 

 
 13,095
 
 13,095
Net income available to Arch709,731
 23,051
 784,488
 (807,539) 709,731
834,355
 34,510
 892,404
 (926,914) 834,355
Preferred dividends(21,938) 
 
 
 (21,938)(21,938) 
 
 
 (21,938)
Net income available to Arch common shareholders$687,793
 $23,051
 $784,488
 $(807,539) $687,793
$812,417
 $34,510
 $892,404
 $(926,914) $812,417
                  
Comprehensive income (loss) available to Arch$497,678
 $(28,330) $562,245
 $(533,915) $497,678
$888,247
 $33,671
 $976,821
 $(1,010,492) $888,247

203
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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Year Ended December 31, 2015Year Ended December 31, 2016
Condensed Consolidating Statement
of Cash Flows
ACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Operating Activities                  
Net Cash Provided By (Used For)
Operating Activities
$404,144
 $5,505
 $1,074,021
 $(485,764) $997,906
$148,211
 $6,395
 $1,465,166
 $(223,128) $1,396,644
Investing Activities                  
Purchases of fixed maturity investments
 (3,505) (29,448,368) 
 (29,451,873)
 
 (35,532,810) 
 (35,532,810)
Purchases of equity securities(8,070) 
 (507,343) 
 (515,413)
 
 (665,702) 
 (665,702)
Purchases of other investments
 
 (1,749,525) 
 (1,749,525)
 
 (1,389,406) 
 (1,389,406)
Proceeds from the sales of fixed maturity investments
 24,507
 28,069,540
 
 28,094,047

 
 34,559,966
 
 34,559,966
Proceeds from the sales of equity securities
 
 564,011
 
 564,011

 
 751,728
 
 751,728
Proceeds from the sales, redemptions and maturities of other investments
 
 1,250,883
 
 1,250,883

 
 1,149,328
 
 1,149,328
Proceeds from redemptions and maturities of fixed maturity investments
 
 748,529
 
 748,529

 41,500
 713,507
 
 755,007
Net settlements of derivative instruments
 
 (5,056) 
 (5,056)
 
 (17,068) 
 (17,068)
Proceeds from investment in joint venture
 
 40,000
 
 40,000
Net (purchases) sales of short-term investments57
 (338) 169,376
 
 169,095
(2,075) (40,963) (80,372) 
 (123,410)
Change in cash collateral related to securities lending
 
 (6,662) 
 (6,662)
 
 (155,248) 
 (155,248)
Contributions to subsidiaries(10,000) 
 (49,348) 59,348
 
(479,912) (887,650) (546,269) 1,913,831
 
Intercompany loans issued
 (39,500) (27,500) 67,000
 

 
 (1,460,000) 1,460,000
 
Purchase of business, net of cash acquired
 
 818
 
 818

 
 (1,992,720) 
 (1,992,720)
Purchases of fixed assets(80) 
 (15,656) 
 (15,736)(8) 
 (15,295) 
 (15,303)
Change in other assets
 
 (36,993) 
 (36,993)2,000
 
 (47,905) 
 (45,905)
Net Cash Provided By (Used For)
Investing Activities
(18,093) (18,836) (1,003,294) 126,348
 (913,875)(479,995) (887,113) (4,728,266) 3,373,831
 (2,721,543)
Financing Activities                  
Proceeds from preferred shares issued, net434,899
 
 
 
 434,899
Purchases of common shares under share repurchase program(365,383) 
 
 
 (365,383)(75,256) 
 
 
 (75,256)
Proceeds from common shares issued, net4,861
 
 59,348
 (59,348) 4,861
(2,418) 435,450
 1,478,381
 (1,913,831) (2,418)
Proceeds from intercompany borrowings
 27,500
 39,500
 (67,000) 

 500,000
 960,000
 (1,460,000) 
Proceeds from borrowings
 
 431,362
 
 431,362

 
 1,386,741
 
 1,386,741
Repayments of borrowings
 
 (219,171) 
 (219,171)
Change in cash collateral related to securities lending
 
 6,662
 
 6,662

 
 155,248
 
 155,248
Dividends paid to redeemable noncontrolling interests
 
 (19,263) 956
 (18,307)
 
 (19,264) 1,275
 (17,989)
Dividends paid to parent (1)
 
 (484,808) 484,808
 

 
 (221,853) 221,853
 
Other
 67
 (41,980) 
 (41,913)(2,493) 200
 3,978
 
 1,685
Preferred dividends paid(21,938) 
 
 
 (21,938)(28,070) 
 
 
 (28,070)
Net Cash Provided By (Used For)
Financing Activities
(382,460) 27,567
 (9,179) 359,416
 (4,656)326,662
 935,650
 3,524,060
 (3,150,703) 1,635,669
Effects of exchange rates changes on foreign currency cash
 
 (11,751) 
 (11,751)
 
 (21,154) 
 (21,154)
Increase (decrease) in cash3,591
 14,236
 49,797
 
 67,624
(5,122) 54,932
 239,806
 
 289,616
Cash beginning of year3,218
 2,787
 479,697
 
 485,702
6,809
 17,023
 529,494
 
 553,326
Cash end of year$6,809
 $17,023
 $529,494
 $
 $553,326
$1,687
 $71,955
 $769,300
 $
 $842,942
(1)IncludedDividends paid are included in net cash provided by (used for) operating activities in the ACGL (Parent Guarantor) column.and/or Arch-U.S. (Subsidiary Issuer) columns.

204
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ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Year Ended December 31, 2014Year Ended December 31, 2015
Condensed Consolidating Statement
of Cash Flows
ACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Operating Activities                  
Net Cash Provided By (Used For)
Operating Activities
$467,091
 $8,142
 $1,077,597
 $(515,700) $1,037,130
$404,144
 $5,505
 $1,074,021
 $(485,764) $997,906
Investing Activities                  
Purchases of fixed maturity investments
 (78,509) (28,666,770) 
 (28,745,279)
 (3,505) (29,448,368) 
 (29,451,873)
Purchases of equity securities
 
 (520,817) 
 (520,817)(8,070) 
 (507,343) 
 (515,413)
Purchases of other investments
 
 (1,590,648) 
 (1,590,648)
 
 (1,749,525) 
 (1,749,525)
Proceeds from the sales of fixed maturity investments
 16,011
 26,807,178
 
 26,823,189

 24,507
 28,069,540
 
 28,094,047
Proceeds from the sales of equity securities
 
 411,362
 
 411,362

 
 564,011
 
 564,011
Proceeds from the sales, redemptions and maturities of other investments
 
 941,798
 
 941,798

 
 1,250,883
 
 1,250,883
Proceeds from redemptions and maturities of fixed maturity investments
 
 762,995
 
 762,995

 
 748,529
 
 748,529
Net settlements of derivative instruments
 
 34,372
 
 34,372

 
 (5,056) 
 (5,056)
Proceeds from investment in joint venture
 
 40,000
 
 40,000
Net (purchases) sales of short-term investments2,423
 408,591
 166,112
 
 577,126
57
 (338) 169,376
 
 169,095
Change in cash collateral related to securities lending
 
 57,470
 
 57,470

 
 (6,662) 
 (6,662)
Contributions to subsidiaries
 (341,707) (128,825) 470,532
 
(10,000) 
 (49,348) 59,348
 
Intercompany loans issued
 (7,500) 31,464
 (23,964) 

 (39,500) (27,500) 67,000
 
Purchase of business, net of cash acquired
 
 (237,106) 
 (237,106)
 
 818
 
 818
Purchases of fixed assets(271) 
 (19,612) 
 (19,883)(80) 
 (15,656) 
 (15,736)
Change in other assets
 
 (36,993) 
 (36,993)
Net Cash Provided By (Used For)
Investing Activities
2,152
 (3,114) (1,951,027) 446,568
 (1,505,421)(18,093) (18,836) (1,003,294) 126,348
 (913,875)
Financing Activities                  
Purchases of common shares under share repurchase program(454,137) 
 
 
 (454,137)(365,383) 
 
 
 (365,383)
Proceeds from common shares issued, net6,827
 
 470,532
 (470,532) 6,827
4,861
 
 59,348
 (59,348) 4,861
Proceeds from intercompany borrowings
 7,500
 7,500
 (15,000) 

 27,500
 39,500
 (67,000) 
Repayments of intercompany borrowings
 (10,250) (28,714) 38,964
 
Proceeds from borrowings
 
 431,362
 
 431,362
Change in cash collateral related to securities lending
 
 (57,470) 
 (57,470)
 
 6,662
 
 6,662
Third party investment in non-redeemable noncontrolling interests
 
 796,903
 
 796,903
Third party investment in redeemable noncontrolling interests
 
 219,233
 
 219,233
Dividends paid to redeemable noncontrolling interests
 
 (14,448) 
 (14,448)
 
 (19,263) 956
 (18,307)
Dividends paid to parent (1)
 
 (515,700) 515,700
 

 
 (484,808) 484,808
 
Other
 
 64,973
 
 64,973

 67
 (41,980) 
 (41,913)
Preferred dividends paid(21,938) 
 
 
 (21,938)(21,938) 
 
 
 (21,938)
Net Cash Provided By (Used For)
Financing Activities
(469,248) (2,750) 942,809
 69,132
 539,943
(382,460) 27,567
 (9,179) 359,416
 (4,656)
Effects of exchange rates changes on foreign currency cash
 
 (20,007) 
 (20,007)
 
 (11,751) 
 (11,751)
Increase (decrease) in cash(5) 2,278
 49,372
 
 51,645
3,591
 14,236
 49,797
 
 67,624
Cash beginning of year3,223
 509
 430,325
 
 434,057
3,218
 2,787
 479,697
 
 485,702
Cash end of year$3,218
 $2,787
 $479,697
 $
 $485,702
$6,809
 $17,023
 $529,494
 $
 $553,326
(1)IncludedDividends paid are included in net cash provided by (used for) operating activities in the ACGL (Parent Guarantor) column.and/or Arch-U.S. (Subsidiary Issuer) columns.

205
ACGL 2016 FORM 10-K196


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



Year Ended December 31, 2013Year Ended December 31, 2014
Condensed Consolidating Statement
of Cash Flows
ACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL ConsolidatedACGL (Parent Guarantor) Arch-U.S. (Subsidiary Issuer) Other ACGL Subsidiaries Consolidating Adjustments and Eliminations ACGL Consolidated
Operating Activities                  
Net Cash Provided By (Used For)
Operating Activities
$68,562
 $(6,569) $908,375
 $(119,500) $850,868
$467,091
 $8,142
 $1,077,597
 $(515,700) $1,037,130
Investing Activities                  
Purchases of fixed maturity investments
 
 (18,174,988) 
 (18,174,988)
 (78,509) (28,666,770) 
 (28,745,279)
Purchases of equity securities
 
 (535,857) 
 (535,857)
 
 (520,817) 
 (520,817)
Purchases of other investments
 
 (994,185) 
 (994,185)
 
 (1,590,648) 
 (1,590,648)
Proceeds from the sales of fixed maturity investments
 
 17,194,635
 
 17,194,635

 16,011
 26,807,178
 
 26,823,189
Proceeds from the sales of equity securities
 
 462,787
 
 462,787

 
 411,362
 
 411,362
Proceeds from the sales, redemptions and maturities of other investments
 
 817,648
 
 817,648

 
 941,798
 
 941,798
Proceeds from redemptions and maturities of fixed maturity investments
 
 731,708
 
 731,708

 
 762,995
 
 762,995
Net settlements of derivative instruments
 
 14,494
 
 14,494

 
 34,372
 
 34,372
Net (purchases) sales of short-term investments5,799
 (400,162) (356,250) 
 (750,613)2,423
 408,591
 166,112
 
 577,126
Change in cash collateral related to securities lending
 
 (55,643) 
 (55,643)
 
 57,470
 
 57,470
Contributions to subsidiaries(160) (97,850) (20,250) 118,260
 

 (341,707) (128,825) 470,532
 
Intercompany loans issued
 
 (10,250) 10,250
 

 (7,500) 31,464
 (23,964) 
Purchase of business, net of cash acquired
 
 (237,106) 
 (237,106)
Purchases of fixed assets(712) 
 (16,787) 
 (17,499)(271) 
 (19,612) 
 (19,883)
Net Cash Provided By (Used For)
Investing Activities
4,927
 (498,012) (942,938) 128,510
 (1,307,513)2,152
 (3,114) (1,951,027) 446,568
 (1,505,421)
Financing Activities                  
Purchases of common shares under share repurchase program(57,796) 
 
 
 (57,796)(454,137) 
 
 
 (454,137)
Proceeds from common shares issued, net3,051
 
 118,260
 (118,260) 3,051
6,827
 
 470,532
 (470,532) 6,827
Proceeds from intercompany borrowings
 10,250
 
 (10,250) 

 7,500
 7,500
 (15,000) 
Proceeds from borrowings
 494,228
 
 
 494,228
Repayments of intercompany borrowings
 (10,250) (28,714) 38,964
 
Change in cash collateral relating to securities lending
 
 55,643
 
 55,643

 
 (57,470) 
 (57,470)
Third party investment in non-redeemable
 
 796,903
 
 796,903
Third party investment in redeemable
 
 219,233
 
 219,233
Dividends paid to redeemable noncontrolling
 
 (14,448) 
 (14,448)
Dividends paid to parent (1)
 
 (119,500) 119,500
 

 
 (515,700) 515,700
 
Other
 
 50,830
 
 50,830

 
 64,973
 
 64,973
Preferred dividends paid(21,938) 
 
 
 (21,938)(21,938) 
 
 
 (21,938)
Net Cash Provided By (Used For)
Financing Activities
(76,683) 504,478
 105,233
 (9,010) 524,018
(469,248) (2,750) 942,809
 69,132
 539,943
Effects of exchange rates changes on foreign currency cash
 
 (4,357) 
 (4,357)
 
 (20,007) 
 (20,007)
Increase (decrease) in cash(3,194) (103) 66,313
 
 63,016
(5) 2,278
 49,372
 
 51,645
Cash beginning of year6,417
 612
 364,012
 
 371,041
3,223
 509
 430,325
 
 434,057
Cash end of year$3,223
 $509
 $430,325
 $
 $434,057
$3,218
 $2,787
 $479,697
 $
 $485,702
(1)IncludedDividends paid are included in net cash provided by (used for) operating activities in the ACGL (Parent Guarantor) column.and/or Arch-U.S. (Subsidiary Issuer) columns.

206
ACGL 2016 FORM 10-K197


ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS



26.    Subsequent Event
In January 2017, the Company and Kelso & Company (“Kelso”) sponsored Premia Re, a newly-formed multi-line Bermuda reinsurance company. Premia Re’s strategy is to reinsure or acquire companies or reserve portfolios in the non-life property and casualty insurance and reinsurance run-off market. Arch Re Bermuda and certain Arch co-investors invested $100.0 million and acquired approximately 25% of Premia Re as well as warrants to purchase additional common equity. Affiliates of Kelso invested $300.0 million and acquired the balance of Premia Re as well as warrants to purchase additional common equity. Arch Re Bermuda will provide a 25% whole account quota share reinsurance treaty on business written by Premia Re, and subsidiaries of ACGL will provide certain administrative and support services to Premia Re, in each case pursuant to separate multi-year agreements. Arch Re Bermuda has appointed two directors to serve on the seven person board of directors of Premia Re. The Company has performed an analysis of Premia Re and concluded that it has significant influence over Premia Re and will therefore account for its investment in Premia Re under the equity method of accounting.


ACGL 2016 FORM 10-K198




ITEM 9.
CHANGES IN AND DISAGREEMENTS WITH ACCOUNTANTS ON ACCOUNTING AND FINANCIAL DISCLOSURE
None.

ITEM 9A. CONTROLS AND PROCEDURES
Evaluation of Disclosure Controls and Procedures
In connection with the filing of this Form 10-K, our management, including the Chief Executive Officer and Chief Financial Officer, conducted an evaluation, as of December 31, 2015,2016, for the purposes set forth in the applicable rules under the Securities and Exchange Act of 1934, as amended (the “Exchange Act”). Based on that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that the disclosure controls and procedures are effective.
We continue to enhance our operating procedures and internal controls (including information technology initiatives and controls over financial reporting) to effectively support our business and our regulatory and reporting requirements. Our management does not expect that our disclosure controls or our internal controls will prevent all errors and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met. Further, the design of a control system must reflect the fact that there are resource constraints, and the benefits of controls must be considered relative to their costs. As a result of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and instances of fraud, if any, within the company have been detected. These inherent limitations include the realities that judgments in decision making can be faulty, and that breakdowns can occur because of simple error or mistake. Additionally, controls can be circumvented by the individual acts of some persons or by collusion of two or more people. The design of any system of controls also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance that any design will succeed in achieving its stated goals under all potential future conditions; over time, controls may become inadequate because of changes in conditions, or the degree of compliance with the policies or procedures may deteriorate. As a result of the inherent limitations in a cost-effective control system, misstatement due to error or fraud may occur and not be detected. Accordingly, our disclosure controls and procedures are designed to provide reasonable, not absolute, assurance that the disclosure controls and procedures are met.
Management’s Annual Report on Internal Control Over Financial Reporting
Our management is responsible for establishing and maintaining adequate internal control over financial reporting, as defined in Rules 13a-15(f) and 15d-15(f) under the Exchange Act. Our management assessed the effectiveness of our internal control over financial reporting as of December 31, 2015.2016. In making this assessment, management used the criteria set forth by the Committee of Sponsoring Organizations (COSO) of the Treadway Commission in Internal Control-Integrated Framework (2013).
On December 31, 2016, we acquired all of the issued and outstanding capital stock of UGC. As allowed under SEC guidance, management’s assessment of and conclusion regarding the design and effectiveness of internal control over financial reporting excluded the internal control over financial reporting of UGC, which is relevant to the Company’s 2016 consolidated financial statements as of and for the year ended December 31, 2016. UGC represents 15.8% of total assets, and 0.0% of our total revenues as of and for the year ended December 31, 2016. The financial reporting systems of UGC have not yet been fully integrated into our financial reporting systems and, as such, we did not have the practical ability to perform an assessment of UGC’s internal control over financial reporting in time for this current year-end. Management expects to complete the process of integrating UGC’s internal control over financial reporting over the course of 2017. The UGC acquisition represents a material change in internal control over financial reporting as defined in Exchange Act Rule 13a-15(f) during the quarter ended December 31, 2016.
Based on our assessment, management determined that, as of December 31, 2015,2016, our internal control over financial reporting was effective. The effectiveness of our internal control over financial reporting as of December 31, 20152016 has been audited by PricewaterhouseCoopers LLP, an independent registered public accounting firm, as stated in their report included in Item 8.


ACGL 2016 FORM 10-K199




Changes in Internal Control Over Financial Reporting
There have been no changes in internal control over financial reporting that occurred in connection with our evaluation required pursuant to Rules 13a-15 and 15d-15 under the Exchange Act during the fiscal quarter ended December 31, 20152016, other than the UGC acquisition noted above, that have materially affected, or are reasonably likely to materially affect, internal control over financial reporting.

ITEM 9B. OTHER INFORMATION
None.

207Disclosure of Certain Activities Under Section 13(r) of the Securities Exchange Act of 1934

Section 13(r) of the Securities Exchange Act of 1934, as amended, requires an issuer to disclose in its annual or quarterly reports whether it or an affiliate knowingly engaged in certain activities described in that section, including certain activities related to Iran during the period covered by the report.

Effective January 16, 2016, the Office of Foreign Assets Control of the U.S. Department of the Treasury adopted General License H which authorizes non-U.S. entities that are owned or controlled by a U.S. person to engage in certain activities with Iran so long as they comply with certain specific requirements set forth therein.
As and when allowed by the applicable law and regulations, certain of our non-U.S. subsidiaries provide global marine and energy policies and global marine reinsurance which may have some exposure to Iran. The global marine policies and reinsurance provide coverage for vessels navigating into and out of ports worldwide. In light of European Union and U.S. modifications to Iran sanctions this year, including the issuance of General License H, and consistent with General License H, we have been notified by our intermediaries for this business that certain of our policyholders have begun to, or will begin to, ship cargo to and from Iran, and that such cargo may include transporting crude oil from Iran to another country. We are unable to attribute gross revenues or net profits from these policies to activities relating to Iran. To the extent permitted by applicable law, we currently intend for our non-U.S. subsidiaries to continue to provide such coverage.

PART III
ITEM 10. DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE
ITEM 10.
DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE
The information required by this item is incorporated by reference from the information to be included in our definitive proxy statement (“Proxy Statement”) for our annual meeting of shareholders to be held in 2016, which we intend to file with the SEC pursuant to Regulation 14A before April 30, 2016.May 1, 2017. Copies of our code of ethics applicable to our chief executive officer, chief financial officer and principal accounting officer or controller are available free of charge to investors upon written request addressed to the attention of ACGL’s corporate secretary, Waterloo House, 100 Pitts Bay Road, Pembroke HM 08, Bermuda. In addition, our code of ethics and certain other basic corporate documents, including the charters of our audit committee, compensation committee and nominating committee are posted on our website. If any substantive amendments are made to the code of ethics or if there is a grant of a waiver, including any implicit waiver, we will disclose the nature of such amendment or waiver on our website or in a report on Form 8-K, to the extent required by applicable law or the rules and regulations of any exchange applicable to us. Our website address is intended to be an inactive, textual reference only and none of the material on our website is incorporated by reference into this report.
ITEM 11. EXECUTIVE COMPENSATION
ITEM 11.
EXECUTIVE COMPENSATION
The information required by this item is incorporated by reference from the information to be included in the Proxy Statement which we intend to file pursuant to Regulation 14A with the SEC before April 30, 2016,May 1, 2017, which Proxy Statement is incorporated by reference.


ACGL 2016 FORM 10-K200





ITEM 12.
SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER MATTERS
Other than the information set forth below, the information required by this item is incorporated by reference from the information to be included in the Proxy Statement which we intend to file pursuant to Regulation 14A with the SEC before April 30, 2016,2017, which Proxy Statement is incorporated by reference.
The following information is as of December 31, 2015:2016:
Column A Column B Column C Column A Column B Column C 
Plan CategoryNumber of Securities to be Issued Upon Exercise of Outstanding Stock Options(1), Warrants and Rights 
Weighted-Average Exercise Price of Outstanding
Stock Options(1), Warrants and Rights ($)
 Number of Securities Remaining Available for Future Issuance Under Equity Compensation Plans (Excluding Securities Reflected in Column A Number of Securities to be Issued Upon Exercise of Outstanding Stock Options(1), Warrants and Rights 
Weighted-Average Exercise Price of Outstanding
Stock Options(1), Warrants and Rights ($)
 Number of Securities Remaining Available for Future Issuance Under Equity Compensation Plans (Excluding Securities Reflected in Column A 
Equity compensation plans approved by security holders7,895,826
  $38.07
 4,756,257
 7,253,955
  $43.74
 4,490,955
 
Equity compensation plans not approved by security holders
  
 
 
  
 
 
Total7,895,826
  $38.07
 4,756,257
(2)7,253,955
  $43.74
 4,490,955
(2)
________________________
(1)Includes all vested and unvested stock options outstanding of 7,482,4626,872,494 and restricted stock units outstanding of 413,364.381,461. The weighted average exercise price does not take into account restricted stock units. In addition, the weighted average remaining contractual life of the Company's outstanding exercisable stock options and SARs at December 31, 20152016 was 5.385.5 years.
(2)
Includes 563,2591,383,896 common shares remaining available for future issuance under our Employee Share Purchase Plan and 4,192,9983,107,059 common shares remaining available for future issuance under our equity compensation plans. Shares available for future issuance under our equity compensation plans may be issued in the form of stock options, SARs, restricted shares, restricted share units payable in common shares or cash, share awards in lieu of cash awards, dividend equivalents, performance shares and performance units and other share-based awards. In addition, 2,415,3081,680,257 common shares, or 57.6%54.1% of the 4,192,9983,107,059 common shares remaining available for future issuance may be issued in connection with full value awards (i.e., awards other than stock options or SARs).


208




ITEM 13.
CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE
The information required by this item is incorporated by reference from the information to be included in the Proxy Statement which we intend to file pursuant to Regulation 14A with the SEC before April 30, 2016,May 1, 2017, which Proxy Statement is incorporated by reference.
ITEM 14. PRINCIPAL ACCOUNTANT FEES AND SERVICES
ITEM 14.
PRINCIPAL ACCOUNTANT FEES AND SERVICES
The information required by this item is incorporated by reference from the information to be included in our Proxy Statement which we intend to file pursuant to Regulation 14A with the SEC before April 30, 2016,May 1, 2017, which Proxy Statement is incorporated by reference.


ACGL 2016 FORM 10-K201



PART IV
ITEM 15. EXHIBITS AND FINANCIAL STATEMENT SCHEDULES
ITEM 15.
EXHIBITS AND FINANCIAL STATEMENT SCHEDULES
(a) Financial Statements, Financial Statement Schedules and Exhibits.
1.Financial Statements
Included in Part II – see Item 8 of this report.
2.Financial Statement Schedules
 Page No.
  
 
For the years ended December 31, 2016, 2015 2014 and 20132014
  
 
For the years ended December 31, 2016, 2015 2014 and 20132014
  
 
For the years ended December 31, 2016, 2015 2014 and 20132014
Schedules other than those listed above are omitted for the reason that they are not applicable or the information is provided in Item 8 of this report.

209
ACGL 2016 FORM 10-K202



3.    Exhibits
Exhibit NumberNo. Description
3.1 Memorandum of Association of ACGL(b)
3.2 Bye-Laws of ACGL(u)ACGL(pp)
3.3 ACGL Certificate of Deposit of Memorandum of Increase of Share Capital(u)
4.14.1.1 Certificate of Designations of Series C Non-Cumulative Preferred Shares(x)
4.1.2Certificate of Designations of Series D Preferred Shares (filed herewith)
4.1.3Certificate of Designations of Series E Non-Cumulative Preferred Shares(rr)
4.2.1 Specimen Common Share Certificate(c)
4.2.2 Specimen Series C Non-Cumulative Preferred Share Certificate(x)
4.2.3Specimen Series E Non-Cumulative Preferred Share Certificate(rr)
4.3 Indenture and First Supplemental Indenture, dated as of May 4, 2004, between ACGL, as issuer, and JPMorgan Chase Bank, N.A. (formerly JPMorgan Chase Bank) (“JPMCB”)(h) , as trustee(h)
4.3 Indenture and First Supplemental Indenture, dated as of December 13, 2013, between Arch Capital Group (U.S.) Inc. (“Arch U.S.”), as issuer, ACGL, as guarantor, and The Bank of New York Mellon, as trustee(gg)
4.4Deposit Agreement, dated September 29, 2016, between ACGL, as issuer, and American Stock Transfer & Trust Company, LLC, as depositary, registrar and transfer agent and as dividend disbursing agent and redemption agent, and the holders from time to time of the depositary receipts(rr)
4.5Form of Depositary Receipt(rr)
4.6Indenture and First Supplemental Indenture, dated as of December 8, 2016, between Arch Capital Finance LLC,as issuer, ACGL, as guarantor, and The Bank of New York Mellon, as trustee(ss)
4.7Investor Rights Agreement, dated as of December 31, 2016, between ACGL and American International Group, Inc. (filed herewith)
10.1.1 ACGL 2002 Long Term Incentive and Share Award Plan (“2002 Plan”)(e)†
10.1.2 First Amendment to the 2002 Plan(f)†
10.1.3 Second Amendment to the 2002 Plan(q)†
10.2 SecondThird Amended and Restated ACGL Incentive Compensation Plan (q)Plan(pp)
10.3.1 ACGL 2007 Long Term Incentive and Share Award Plan(m)†
10.3.2 ACGL 2012 Long Term Incentive and Share Award Plan(w)†
10.3.3ACGL 2007 Employee Share Purchase Plan (“2007 ESPP”)(m)†
10.3.4Amendment to ACGL 2007 ESPP, dated as of November 7, 2007(n)†
10.3.5 ACGL 2015 Long Term Incentive and Share Award Plan(ll)
10.3.5ACGL Amended and Restated 2007 Employee Share Purchase Plan(oo)
10.4.1 Restricted Share Unit Agreement with ACGL-Constantine Iordanou-February 20, 2003 grant (“February RSU Agreement”)(g), First Amendment to February RSU Agreement-December 9, 2008 grant(q) and Second Amendment to February RSU Agreement-July 9, 2009 grant(r)†
10.4.2 Restricted Share Unit Agreement with ACGL-Mark D. Lyons-May 9, 2008 grant(p), May 6, 2009 grant(s), May 5, 2010 grant(t), May 6, 2011 grant(v) and May 9, 2012 grant(aa)†
10.4.3 Restricted Share Unit Agreement with ACGL-David McElroy-September 6, 2012 grant(ee) and May 9, 2013 grant(ff)†
10.4.4 Restricted Share Agreement with ACGL-Mark D. Lyons-September 6, 2012 grant(ee)†
10.4.5 Restricted Share Agreements with ACGL substantially in the form signed by each of Constantine Iordanou, Louis T. Petrillo, W. Preston Hutchings and Marc Grandisson-November 12, 2012 grants(ee)†
10.4.6 Restricted Share Agreements with ACGL substantially in the form signed by each of Constantine Iordanou, Louis T. Petrillo, W. Preston Hutchings, David H. McElroy and Marc Grandisson-May 9, 2012 grant(aa)†
10.4.7 Restricted Share Agreements with ACGL substantially in the form signed by each of Constantine Iordanou, Louis T. Petrillo, W. Preston Hutchings, Mark D. Lyons and Marc Grandisson-May 9, 2013 grants(ff)†
10.4.8 Restricted Share Agreement with ACGL. substantially in the form signed by the Non-Employee Directors of ACGL-May 9, 2014 grants(ii)†
10.4.9 Restricted Share Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, Mark D. Lyons, Marc Grandisson, W. Preston Hutchings and Louis T. Petrillo-May 13, 2014 grants(ii)†
10.4.10 Restricted Share Unit Agreement with ACGL-David McElroy-May 13, 2014 grant(ii)†
10.4.11 Restricted Share Agreement with ACGL substantially in the form signed by each of Louis J. Paglia and Eugene S. Sunshine-July 14, 2014 grants(kk)†
10.4.12 Restricted Share Agreement with ACGL-Marc Grandisson-November 6, 2014 grant(mm)†


ACGL 2016 FORM 10-K203



10.4.13 Restricted Share Agreement with ACGL substantially in the form signed by the Non-Employee Directors of ACGL-May 7, 2015 grants(nn)†
10.4.14 Restricted Share Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, Mark D. Lyons, Marc Grandisson, W. Preston Hutchings, David McElroy and Louis T. Petrillo-May 13, 2015 grants(nn)†
10.4.15 Restricted Share Unit Agreement with ACGL-David McElroy-May 13, 2015 grant(nn)†
10.4.16Restricted Share Agreement with ACGL substantially in the form signed by the Non-Employee Directors of ACGL-May 6, 2016 grants(pp)†
10.4.17Restricted Share Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, Mark D. Lyons, Marc Grandisson, W. Preston Hutchings, David McElroy and Louis T. Petrillo-May 13, 2016 grants(pp)†
10.4.18Restricted Share Unit Agreement with ACGL-David McElroy-May 13, 2016(pp)†
10.5.1 Stock Option Agreement with ACGL-Marc Grandisson-November 15, 2005 grant(k)†
10.5.2 Stock Option Agreements with ACGL and Constantine Iordanou, John D. Vollaro and Marc Grandisson-February 23, 2006 grants(l)†
10.5.3 Stock Option Agreement with ACGL-W. Preston Hutchings-February 23, 2006 grant(l)†

210



10.5.4 Non-Qualified Stock Option Agreement with Constantine Iordanou, Mark D. Lyons, Marc Grandisson, W. Preston Hutchings, David McElroy and Louis T. Petrillo-May 13, 2015 grants(nn)
10.5.5Non-Qualified Stock Option Agreement with Constantine Iordanou, Mark D. Lyons, Marc Grandisson, W. Preston Hutchings, David McElroy and Louis T. Petrillo-May 13, 2016 grants(pp)†
10.5.6Non-Qualified Stock Option Agreement with Constantine Iordanou -February 26, 2016 grants(pp)
10.6.1 Share Appreciation Right Agreement with ACGL substantially in the form signed by Louis T. Petrillo and W. Preston Hutchings-May 11, 2007 grants(n)†
10.6.2 Share Appreciation Right Agreement with ACGL substantially in the form signed by Constantine Iordanou, John D. Vollaro and Marc Grandisson-May 11, 2007 grants(n)†
10.6.3 Share Appreciation Right Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, John D. Vollaro, Marc Grandisson, W. Preston Hutchings, Mark D. Lyons and Louis T. Petrillo-May 9, 2008 grants(p)†
10.6.4 Share Appreciation Right Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, Marc Grandisson, W. Preston Hutchings, Mark D. Lyons, John D. Vollaro and Louis T. Petrillo-May 6, 2009 grants(s)†
10.6.5 Share Appreciation Right Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, Marc Grandisson, W. Preston Hutchings, Mark D. Lyons and Louis T. Petrillo-May 5, 2010 grants(t) May 6, 2011 grants(v), May 9, 2012 grants(aa) and May 9, 2013 grants (includes David H. McElroy)(ff)†
10.6.6 Share Appreciation Right Agreement with ACGL-Constantine Iordanou-February 25, 2010 grant(aa),February 29, 2012 grant(aa) and September 6, 2012 grants(ee)†
10.6.7 Share Appreciation Right Agreement with ACGL-David H. McElroy-June 8, 2009 grant(cc) and September 6, 2012 grants(ee)†
10.6.8 Share Appreciation Right Agreement with ACGL-Mark D. Lyons-September 6, 2012 grant(ee)†
10.6.9 Share Appreciation Right Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, Marc Grandisson, W. Preston Hutchings and Louis T. Petrillo-November 12, 2012 grants(ee)†
10.6.10 Share Appreciation Right Agreement with ACGL substantially in the form signed by each of Constantine Iordanou, Mark D. Lyons, Marc Grandisson, W. Preston Hutchings, David McElroy and Louis T. Petrillo for May 13, 2014 grants(ii)†
10.6.11 Share Appreciation Right Agreement with ACGL-Mark D. Lyons-February 28, 2014 grant(ii)†
10.6.12 Share Appreciation Right Agreement with ACGL-Constantine Iordanou-February 28, 2014 grant(ii)†
10.6.13 Share Appreciation Right Agreement with ACGL-Marc Grandisson-November 6, 2014 grant(mm)†
10.6.14Share Appreciation Right Agreement with ACGL- Constantine Iordanou-February 27, 2015(pp)†
10.7 Employment and Change in Control Agreement, dated as of May 5, 2000, between ACGL and Louis T. Petrillo(a) and Amendment to Change in Control Agreement, dated as of December 31, 2008(q)†
10.8 Employment Agreement, dated as of October 23, 2001, among ACGL, Arch Re Bermuda and Marc Grandisson(d), First Amendment to same, dated as of November 16, 2005(k) and Second Amendment to same, dated as of November 24, 2008(q)†
10.9 Employment Letter Agreement, dated as of May 29, 2005, between ACGL and W. Preston Hutchings(j) and Amendment to same, dated as of May 21, 2008(o)†
10.10 Employment Agreement, dated as of July 25, 2012, between ACGL and Mark D. Lyons(y)†
10.11 Employment Agreement, dated as of June 5, 2009, between Arch Insurance Group Inc. and David McElroy(z) and Amendment to same, dated as of July 25, 2012(z)†
10.12.110.12. Amended and Restated Employment Agreement, dated October 1, 2014, between ACGL and Constantine Iordanou(jj)†
10.12.210.13.1 AmendedEmployment Agreement, dated as of September 17, 2003, between ACGL and RestatedJohn D. Vollaro(g)†


ACGL 2016 FORM 10-K204



10.13.2Amendment to Employment Agreement, dated February 27, 2015, between ACGL and John D. Vollaro(mm)†
10.1310.14 Assumption of Change in Control Agreements(c)†
10.1410.15 Arch U.S. Executive Supplemental Non-Qualified Savings and Retirement Plan(q)†
10.1510.16 Asset Purchase Agreement, dated as of February 7, 2013 (“PMI Asset Purchase Agreement”), by and among the Receiver of PMI Mortgage Insurance Co. in Rehabilitation on behalf of PMI Mortgage Insurance Co. (the “Receiver”), Arch U.S. MI Services Inc. and Arch U.S.(bb) and the Amendment No.1, dated as of May 31, 2013, to the PMI Asset Purchase Agreement (dd)
10.1610.17 Stock Purchase Agreement, dated as of February 7, 2013 (“CMG Stock Purchase Agreement”), by and among the Receiver, CMFG Life Insurance Company, CMG Mortgage Insurance Company, Arch U.S. MI Holdings Inc. and Arch U.S.(bb) and Amendment No. 1, dated as of May 31, 2013, to the CMG Stock Purchase Agreement(dd)
10.1710.18 Stock Purchase Agreement, dated as of August 15, 2016, between ACGL and American International Group, Inc.(qq)
10.19Second Amended and Restated Credit Agreement, dated as of June 30, 2014,October 26, 2016, by and among ACGL andACGL., certain of its subsidiaries Arch Capital Group (U.S.) Inc., Arch Reinsurance Ltd., Arch Reinsurance Company, Arch Reinsurance Europe Underwriting Designated Activity Company, Arch Insurance Company, Arch Specialty Insurance Company and Arch Insurance Company (Europe) Limited, andas subsidiary borrowers, Bank of America, N.A., as Administrative Agent, Fronting Bank and L/C Administrator, JPMorgan Chase Bank, N.A. and Wells Fargo Bank, National Association, as Co-Syndication Agents, U.S. Bank National Association and Lloyds Bank plc, as Co-Documentation Agents, Merrill Lynch, Pierce, Fenner & Smith Incorporated, J.P. Morgan Securities LLC and Wells Fargo Securities, LLC, as Joint Lead Arrangers and Joint Book Managers and the other lenders party thereto(hh)
12 Statement regarding computation of ratios (filed herewith)
18Letter of PricewaterhouseCoopers LLP, dated March 1, 2017, relating to change in accounting principle (filed herewith)
21 Subsidiaries of Registrant (filed herewith)
23 Consent of PricewaterhouseCoopers LLP (filed herewith)

211



24 Power of Attorney (filed herewith)
25 Form T-1 Statement of Eligibility of Trustee(i)(gg)
31.1 Certification of Chief Executive Officer pursuant to Section 302 of the Sarbanes-Oxley Act of 2002 (filed herewith)
31.2 Certification of Chief Financial Officer pursuant to Section 302 of the Sarbanes-Oxley Act of 2002 (filed herewith)
32.1 Certification of Chief Executive Officer pursuant to Section 906 of the Sarbanes-Oxley Act of 2002 (filed herewith)
32.2 Certification of Chief Financial Officer pursuant to Section 906 of the Sarbanes-Oxley Act of 2002 (filed herewith)
101 The following financial information from ACGL’s Annual Report on Form 10-K for the year ended December 31, 20152016 formatted in XBRL: (i) Consolidated Balance Sheets at December 31, 20152016 and 2014;2015; (ii) Consolidated Statements of Income for the years ended December 31, 2016, 2015 2014 and 2013;2014; (iii) Consolidated Statements of Comprehensive Income for the years ended December 31, 2016, 2015 2014 and 2013;2014; (iv) Consolidated Statements of Changes in Shareholders’ Equity for the years ended December 31, 2016, 2015 2014 and 2013;2014; (v) Consolidated Statements of Cash Flows for the years ended December 31, 2016, 2015 2014 and 2013;2014; and (vi) Notes to Consolidated Financial Statements (filed herewith)
(a)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on September 8, 2000, and incorporated by reference.
(b)Filed as an annex to our Definitive Proxy Statement/Prospectus included in our Registration Statement on Form S-4 (No. 333-45418), as filed with the SEC on September 26, 2000, and incorporated by reference.
(c)Filed as an exhibit to our Annual Report on Form 10-K for the year ended December 31, 2000, as filed with the SEC on April 2, 2001, and incorporated by reference.
(d)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on January 4, 2002, and incorporated by reference.
(e)Filed as an exhibit to our Report on Form 10-Q for the period ended June 30, 2002, as filed with the SEC on August 14, 2002, and incorporated by reference.
(f)Filed as an exhibit to our Report on Form 10-Q for the period ended September 30, 2003, as filed with the SEC on November 12, 2003, and incorporated by reference.
(g)Filed as an exhibit to our Annual Report on Form 10-K for the year ended December 31, 2003, as filed with the SEC on March 10, 2004, and incorporated by reference.
(h)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on May 7, 2004, and incorporated by reference.
(i)Revised form of agreement originally filed as an exhibit to our Report on Form 8-K, as filed with the SEC on September 28, 2004, and incorporated by reference.
(j)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on June 9, 2005, and incorporated by reference.
(k)Filed as an exhibit to our Annual Report on Form 10-K for the year ended December 31, 2005, as filed with the SEC on March 13, 2006, and incorporated by reference.
(l)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2006, as filed with the SEC on November 9, 2006, and incorporated by reference.
(m)Filed as an appendix to our Definitive Proxy Statement, as filed with the SEC on April 3, 2007, and incorporated by reference.
(n)Filed as an exhibit to our Annual Report on Form 10-K for the year ended December 31, 2007, as filed with the SEC on February 29, 2008, and incorporated by reference.


ACGL 2016 FORM 10-K205



(o)Filed as an exhibit to our Report on Form 10-Q for the period ending June 30, 2008, as filed with the SEC on August 8, 2008, and incorporated by reference.
(p)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2008, as filed with the SEC on November 10, 2008, and incorporated by reference.
(q)Filed as an exhibit to our Annual Report on Form 10-K for the year ended December 31, 2008, as filed with the SEC on March 2, 2009, and incorporated by reference.
(r)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2009, as filed with the SEC on November 9, 2009, and incorporated by reference.
(s)Filed as an exhibit to our Annual Report on Form 10-K for the year ended December 31, 2009, as filed with the SEC on February 26, 2010, and incorporated by reference.
(t)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2010, as filed with the SEC on November 8, 2010, and incorporated by reference.
(u)Filed as an exhibit to our Annual Report on Form 10-K for the period ending December 31, 2010, as filed with the SEC on February 28, 2011, and incorporated by reference.
(v)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2011, as filed with the SEC on November 8, 2011, and incorporated by reference.

212



(w)Filed as an appendix to our Definitive Proxy Statement, as filed with the SEC on March 27, 2012, and incorporated by reference.
(x)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on April 2, 2012, and incorporated by reference.
(y)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on July 30, 2012, and incorporated by reference.
(z)Filed as an exhibit to our Report on Form 10-Q for the period ending June 30, 2012, as filed with the SEC on August 8, 2012, and incorporated by reference.
(aa)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2012, as filed with the SEC on November 9, 2012, and incorporated by reference.
(bb)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on February 8, 2013, and incorporated by reference.
(cc)Filed as an exhibit to our Annual Report on Form 10-K for the year ended December 31, 2012, as filed with the SEC on March 1, 2013, and incorporated by reference.
(dd)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on June 5, 2013, and incorporated by reference.
(ee)Filed as an exhibit to our Report on Form 10-Q for the period ending June 30, 2013, as filed with the SEC on August 9, 2013, and incorporated by reference.
(ff)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2013, as filed with the SEC on November 8, 2013, and incorporated by reference.
(gg)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on December 13, 2013, and incorporated by reference.
(hh)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on July 1, 2014,October 26, 2016, and incorporated by reference.
(ii)Filed as an exhibit to our Report on Form 10-Q for the period ending June 30, 2014, as filed with the SEC on August 8, 2014, and incorporated by reference.
(jj)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on October 6, 2014, and incorporated by reference.
(kk)Filed as an exhibit to our Report on Form 10-Q for the period ending September 30, 2014, as filed with the SEC on November 7, 2014, and incorporated by reference.
(ll)Filed as an appendix to our Definitive Proxy Statement, as filed with the SEC on March 26, 2015, and incorporated by reference.
(mm)Filed as an exhibit to our Report on Form 10-Q for the period ending March 31, 2015, as filed with the SEC on May 8, 2015, and incorporated by reference.
(nn)Filed as an exhibit to our Report on Form 10-Q for the period ending June 30, 2015, as filed with the SEC on August 7, 2015, and incorporated by reference.

(oo)Filed as an appendix to our Definitive Proxy Statement, as filed with the SEC on March 23, 2016, and incorporated by reference.
(pp)Filed as an exhibit to our Report on Form 10-Q for the period ending June 30, 2016, as filed with the SEC on August 5, 2016, and incorporated by reference.
(qq)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on August 16, 2016, and incorporated by reference.
(rr)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on September 29, 2016, and incorporated by reference.
(ss)Filed as an exhibit to our Report on Form 8-K, as filed with the SEC on December 9, 2016, and incorporated by reference.
    Management contract or compensatory plan or arrangement.



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ACGL 2016 FORM 10-K206



SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.
 
ARCH CAPITAL GROUP LTD.
(Registrant)
 By:/s/ Constantine Iordanou
  Name:Constantine Iordanou
  Title:
Chairman of the Board of Directors and
Chief Executive Officer
February 26, 2016March 1, 2017
Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the Registrant and in the capacities and on the dates indicated.
NameTitleDate
   
/s/ Constantine Iordanou  
Constantine IordanouChairman of the Board of Directors and Chief Executive Officer (Principal Executive Officer)February 26, 2016March 1, 2017
   
/s/ Mark D. Lyons  
Mark D. LyonsExecutive Vice President, Chief Financial Officer and Treasurer (Principal Financial and Principal Accounting Officer)February 26, 2016March 1, 2017
   
*  
John L. Bunce. Jr.DirectorFebruary 26, 2016March 1, 2017
   
*  
Eric W. DoppstadtDirectorFebruary 26, 2016March 1, 2017
   
*  
Kewsong LeeDirectorFebruary 26, 2016March 1, 2017
   
*  
Yiorgos LillikasDirectorFebruary 26, 2016March 1, 2017

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ACGL 2016 FORM 10-K207



NameTitleDate
   
*  
Deanna M. MulliganDirectorFebruary 26, 2016
*
Louis J. PagliaDirectorFebruary 26, 2016March 1, 2017
   
*  
John M. PasquesiDirectorFebruary 26, 2016March 1, 2017
   
*  
Brian S. PosnerDirectorFebruary 26, 2016March 1, 2017
   
*  
Eugene S. SunshineDirectorFebruary 26, 2016March 1, 2017
   
*  
John D. VollaroDirectorFebruary 26, 2016March 1, 2017
___________________
*By Mark D. Lyons, as attorney-in-fact and agent, pursuant to a power of attorney, a copy of which has been filed with the Securities and Exchange Commission as Exhibit 24 to this report.
  
/s/ Mark D. Lyons
Name:
Mark D. Lyons
Attorney-in-Fact


215
ACGL 2016 FORM 10-K208



SCHEDULE III
ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
SUPPLEMENTARY INSURANCE INFORMATION
(U.S. dollars in thousands)
Deferred Acquisition Costs,
Net
Reserves for Losses and Loss Adjustment ExpensesUnearned PremiumsNet Premiums EarnedNet Investment Income (1)Net Losses and Loss Adjustment Expenses IncurredAmortization of Deferred Acquisition CostsOther Operating Expenses (2)Net Premiums WrittenDeferred Acquisition CostsReserves for Losses and Loss Adjustment ExpensesUnearned PremiumsNet Premiums EarnedNet Investment Income (1)Net Losses and Loss Adjustment Expenses IncurredAmortization of Deferred Acquisition CostsOther Operating Expenses (2)Net Premiums Written
December 31, 2016   
Insurance
$152,983

$6,502,745

$1,403,822

$2,073,904
NM
$1,359,313

$304,066

$353,782

$2,072,281
Reinsurance121,806
2,506,239
532,759
1,056,232
NM475,762
212,375
143,408
1,053,856
Mortgage86,392
681,167
1,176,809
286,716
NM28,943
32,065
101,293
391,466
Other86,379
510,809
293,480
467,970
NM321,581
129,527
25,163
513,788
Total
$447,560

$10,200,960

$3,406,870

$3,884,822
NM
$2,185,599

$678,033

$623,646

$4,031,391
December 31, 2015      
Insurance
$166,771

$6,050,922

$1,217,490

$2,044,808
NM
$1,292,647

$299,317

$354,416

$2,045,671

$131,081

$6,217,777

$1,364,000

$2,044,808
NM
$1,292,647

$299,317

$354,416

$2,045,671
Reinsurance138,184
2,672,044
650,138
1,077,135
NM440,350
223,632
155,811
1,038,408
123,226
2,506,441
531,385
1,077,135
NM440,350
223,632
155,811
1,038,408
Mortgage53,079
111,287
216,324
214,110
NM40,247
45,076
82,370
267,493
53,079
110,035
188,567
214,110
NM40,247
45,076
82,370
267,493
Other75,443
290,997
249,980
397,852
NM277,659
113,451
14,919
465,959
75,443
290,997
249,980
397,852
NM277,659
113,451
14,919
465,959
Total
$433,477

$9,125,250

$2,333,932

$3,733,905
NM
$2,050,903

$681,476

$607,516

$3,817,531

$382,829

$9,125,250

$2,333,932

$3,733,905
NM
$2,050,903

$681,476

$607,516

$3,817,531
December 31, 2014      
Insurance
$178,545

$6,161,500

$1,237,099

$2,017,370
NM
$1,260,953

$316,308

$335,157

$2,146,654

$142,703

$6,204,523

$1,337,934

$2,017,370
NM
$1,260,953

$316,308

$335,157

$2,146,654
Reinsurance148,130
2,690,070
666,233
1,279,328
NM532,450
261,438
147,964
1,265,991
133,324
2,647,341
582,341
1,279,328
NM532,450
261,438
147,964
1,265,991
Mortgage38,321
118,550
148,232
193,573
NM55,674
49,400
66,891
204,837
38,321
118,256
131,289
193,573
NM55,674
49,400
66,891
204,837
Other49,529
66,328
180,014
103,477
NM70,173
30,116
6,268
274,456
49,529
66,328
180,014
103,477
NM70,173
30,116
6,268
274,456
Total
$414,525

$9,036,448

$2,231,578

$3,593,748
NM
$1,919,250

$657,262

$556,280

$3,891,938

$363,877

$9,036,448

$2,231,578

$3,593,748
NM
$1,919,250

$657,262

$556,280

$3,891,938
December 31, 2013   
Insurance
$158,121

$6,137,121

$1,192,188

$1,876,014
NM
$1,188,445

$311,904

$315,387

$1,948,796
Reinsurance167,642
2,680,288
612,725
1,218,672
NM486,236
234,373
134,563
1,313,001
Mortgage16,551
7,287
91,452
51,266
NM4,743
17,826
8,377
89,570
Total
$342,314

$8,824,696

$1,896,365

$3,145,952
NM
$1,679,424

$564,103

$458,327

$3,351,367
(1)The Company does not manage its assets by segment and, accordingly, net investment income is not allocated to each underwriting segment. See Note 5 for information related to the ‘other’ segment.
(2)Certain other operating expenses relate to the Company’s corporate segment (non-underwriting). Such amounts are not reflected in the table above. See Note 5.

Note: Balance sheet items reflect the acquisition of UGC on December 31, 2016.


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SCHEDULE IV
ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
REINSURANCE
(U.S. dollars in thousands)
Gross Amount Ceded to Other Companies (1) Assumed From Other Companies (1) Net
Amount
 Percentage of Amount Assumed to NetGross Amount Ceded to Other Companies (1) Assumed From Other Companies (1) Net
Amount
 Percentage of Amount Assumed to Net
Year Ended December 31, 2016         
Premiums Written:         
Insurance$2,999,106
 $(954,768) $27,943
 $2,072,281
 1.3%
Reinsurance62,427
 (440,541) 1,431,970
 1,053,856
 135.9%
Mortgage209,351
 (108,259) 290,374
 391,466
 74.2%
Other66,806
 (21,306) 468,288
 513,788
 91.1%
Total$3,337,690
 $(1,170,743) $1,864,444
 $4,031,391
 46.2%
Year Ended December 31, 2015                  
Premiums Written:                  
Insurance$2,908,906
 $(898,347) $35,112
 $2,045,671
 1.7%$2,908,906
 $(898,347) $35,112
 $2,045,671
 1.7%
Reinsurance28,510
 (380,614) 1,390,512
 1,038,408
 133.9%28,510
 (380,614) 1,390,512
 1,038,408
 133.9%
Mortgage137,338
 (28,064) 158,219
 267,493
 59.1%137,338
 (28,064) 158,219
 267,493
 59.1%
Other12,165
 (22,940) 476,734
 465,959
 102.3%12,165
 (22,940) 476,734
 465,959
 102.3%
Total$3,086,919
 $(979,632) $1,710,244
 $3,817,531
 44.8%$3,086,919
 $(979,632) $1,710,244
 $3,817,531
 44.8%
Year Ended December 31, 2014                  
Premiums Written:                  
Insurance$2,974,996
 $(862,015) $33,673
 $2,146,654
 1.6%$2,974,996
 $(862,015) $33,673
 $2,146,654
 1.6%
Reinsurance22,405
 (261,255) 1,504,841
 1,265,991
 118.9%22,405
 (261,255) 1,504,841
 1,265,991
 118.9%
Mortgage103,545
 (22,519) 123,811
 204,837
 60.4%103,545
 (22,519) 123,811
 204,837
 60.4%
Other
 (14,171) 288,627
 274,456
 105.2%$0
 $(14,171) $288,627
 $274,456
 105.2%
Total$3,100,946
 $(948,678) $1,739,670
 $3,891,938
 44.7%$3,100,946
 $(948,678) $1,739,670
 $3,891,938
 44.7%
Year Ended December 31, 2013         
Premiums Written:         
Insurance$2,682,446
 $(763,713) $30,063
 $1,948,796
 1.5%
Reinsurance72,136
 (86,620) 1,327,485
 1,313,001
 101.1%
Mortgage
 
 89,570
 89,570
 100.0%
Total$2,754,582
 $(845,256) $1,442,041
 $3,351,367
 43.0%
(1)Certain amounts included in the gross premiums written of each segment are related to intersegment transactions and are included in the gross premiums written of each segment. Accordingly, the sum of gross premiums written for each segment does not agree to the total gross premiums written as shown in the table above due to the elimination of intersegment transactions in the total.


217
ACGL 2016 FORM 10-K210



SCHEDULE VI
ARCH CAPITAL GROUP LTD. AND SUBSIDIARIES
SUPPLEMENTARY INFORMATION FOR PROPERTY AND CASUALTY INSURANCE UNDERWRITERS
(U.S. dollars in thousands)
Column AColumn BColumn CColumn DColumn EColumn FColumn GColumn HColumn IColumn JColumn KColumn BColumn CColumn DColumn EColumn FColumn GColumn HColumn IColumn JColumn K
Affiliation with RegistrantDeferred Acquisition Costs,
Net
Reserves for Losses and Loss Adjustment ExpensesDiscount, if any, deducted in Column CUnearned PremiumsNet
Premiums Earned
Net Investment IncomeNet Losses and Loss Adjustment Expenses Incurred Related toAmortization
of Deferred Acquisition Costs
Net Paid Losses and Loss Adjustment ExpensesNet
Premiums Written
Deferred Acquisition CostsReserves for Losses and Loss Adjustment ExpensesDiscount, if any, deducted in Column CUnearned PremiumsNet
Premiums Earned
Net Investment IncomeNet Losses and Loss Adjustment Expenses Incurred Related toAmortization
of Deferred Acquisition Costs
Net Paid Losses and Loss Adjustment ExpensesNet
Premiums Written
(a) Current Year
(b)
Prior Years
(a) Current Year
(b)
Prior Years
Consolidated Subsidiaries  
2016$447,560
$10,200,960
$18,246
$3,406,870
$3,884,822
$366,742
$2,455,563
$(269,964)$678,033
$1,813,356
$4,031,391
2015$433,477
$9,125,250
$16,789
$2,333,932
$3,733,905
$348,090
$2,336,026
$(285,123)$681,476
$1,869,244
$3,817,531
382,829
9,125,250
17,161
2,333,932
3,733,905
348,090
2,336,026
(285,123)681,476
1,869,244
3,817,531
2014414,525
9,036,448
14,732
2,231,578
3,593,748
302,585
2,246,152
(326,902)657,262
1,697,736
3,891,938
363,877
9,036,448
14,811
2,231,578
3,593,748
302,585
2,246,152
(326,902)657,262
1,697,736
3,891,938
2013342,314
8,824,696
12,539
1,896,365
3,145,952
267,219
1,943,466
(264,042)564,103
1,708,817
3,351,367
Note: balance sheet items reflect the acquisition of UGC on December 31, 2016.




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