UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE
SECURITIES EXCHANGE ACT OF 1934
For the Fiscal Year Ended December 31, 20152017
Commission File No. 001-31720
PIPER JAFFRAY COMPANIES
(Exact Name of Registrant as specified in its Charter)
DELAWARE 30-0168701
(State or Other Jurisdiction of Incorporation or Organization) (IRS Employer Identification No.)
800 Nicollet Mall, Suite 1000
Minneapolis, Minnesota
 55402
(Address of Principal Executive Offices) (Zip Code)
 (612) 303-6000 
(Registrant’sRegistrant's Telephone Number, Including Area Code)
   
Securities registered pursuant to Section 12(b) of the Act:
Title of Each Class Name of Each Exchange On Which Registered
Common Stock, par value $0.01 per share The New York Stock Exchange
   
Securities registered pursuant to Section 12(g) of the 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  þ¨
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  ¨    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 Securities Exchange Act of 1934 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  ¨
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  ¨
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’sregistrant'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. ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a smaller reporting company, or an emerging growth company. See the definitions of “large"large accelerated filer,” “accelerated filer”" "accelerated filer," "smaller reporting company, " and “smaller reporting company”"emerging growth company" in Rule 12b-2 of the Exchange Act.
Large accelerated filer þ    Accelerated filer ¨    Non-accelerated filer ¨        Smaller reporting company ¨
Large accelerated filer
þ

Accelerated filer¨
Non-accelerated filer¨(Do not check if a smaller reporting company)Smaller reporting company¨
Emerging growth company¨

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.  ¨
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes  ¨ No  þ
The aggregate market value of the 14,474,23214,263,651 shares of the Registrant’sRegistrant's Common Stock, par value $0.01 per share, held by non-affiliates based upon the last sale price, as reported on the New York Stock Exchange, of the Common Stock on June 30, 20152017 was approximately $632$855 million.
As of February 18, 2016,20, 2018, the registrant had 14,926,39115,199,699 shares of Common Stock outstanding.
DOCUMENTS INCORPORATED BY REFERENCE
Part III of this Annual Report on Form 10-K incorporates by reference information (to the extent specific sections are referred to herein) from the Registrant’sRegistrant's Proxy Statement for its 20162018 Annual Meeting of Shareholders to be held on May 4, 2016.17, 2018.
 




TABLE OF CONTENTS

PART I
ITEM 1. 
ITEM 1A. 
ITEM 1B. 
ITEM 2. 
ITEM 3. 
ITEM 4. 
    
PART II
ITEM 5. 
ITEM 6. 
ITEM 7. 
ITEM 7A. 
ITEM 8. 
ITEM 9. 
ITEM 9A. 
ITEM 9B. 
    
PART III
ITEM 10. 
ITEM 11. 
ITEM 12. 
ITEM 13. 
ITEM 14. 
    
PART IV
ITEM 15. 
ITEM 16.
  



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PART I

CAUTIONARY NOTE REGARDING FORWARD-LOOKING STATEMENTS

This Annual Report on Form 10-K for the year ended December 31, 20152017 (this "Form 10-K") contains forward-looking statements. Statements that are not historical or current facts, including statements about beliefs and expectations, are forward-looking statements. These forward-looking statements include, among other things, statements other than historical information or statements of current conditions and may relate to our future plans and objectives and results, and also may include our belief regarding the effect of various legal proceedings, as set forth under "Legal Proceedings" in Part I, Item 3 of this Form 10-K and in our subsequent reports filed with the Securities and Exchange Commission ("SEC"). Forward-looking statements involve inherent risks and uncertainties, and important factors could cause actual results to differ materially from those anticipated, including those factors discussed below under "Risk Factors" in Part I, Item 1A of this Form 10-K, as well as those factors discussed under "External Factors Impacting Our Business" included in "Management’s"Management's Discussion and Analysis of Financial Condition and Results of Operations" in Part II, Item 7 of this Form 10-K and in our subsequent reports filed with the SEC. Our SEC reports are available at our Web site at www.piperjaffray.com and at the SEC’sSEC's Web site at www.sec.gov. Forward-looking statements speak only as of the date they are made, and we undertake no obligation to update them in light of new information or future events.

ITEM 1.     BUSINESS.

Overview

Piper Jaffray Companies ("Piper Jaffray") is an investment bank and asset management firm, serving the needs of corporations, private equity groups, public entities, non-profit entities and institutional investors in the U.S. and internationally. Founded in 1895, Piper Jaffray provides a broad set of products and services, including equity and debt capital markets products; public finance services; financial advisory services; equity research and institutional brokerage; fixed income institutional brokerage; equity and fixed income research; and asset management services. Our headquarters are located in Minneapolis, Minnesota and we have offices across the United States and international locations in London, Aberdeen, Hong Kong and Zurich. We market our investment banking and institutional securities business under a single name – Piper Jaffray, and Simmons & Company International which gives us a consistent brand across this business.Energy Specialists of Piper Jaffray. Our traditional asset management business is marketed under Advisory Research, Inc.

Prior to 1998, Piper Jaffray was an independent public company. U.S. Bancorp acquired the Piper Jaffray business in 1998 and operated it through various subsidiaries and divisions. At the end of 2003, U.S. Bancorp facilitated a tax-free distribution of our common stock to all U.S. Bancorp shareholders, causing Piper Jaffray to become an independent public company again.

Our Businesses

We operate through two reportable business segments, Capital Markets and Asset Management. We believe that the mix of activities across our business segments helps to provide diversification in our business model.

Capital Markets

The Capital Markets segment provides investment banking and institutional sales, trading and research services for various equity and fixed income products. This segment also includes the results from our alternative asset management funds and our principal investments.

Investment Banking – For our corporate clients, we help raise capital through equity and debt financings. We also provide advisory services, primarily relating to mergers and acquisitions, equity private placements, and debt advisory, and municipal financial advisory services.restructuring advisory. We also help raise capital through equity and debt financings. We operate in the following focus sectors: healthcare; energy; consumer; diversified industrials and services; business services; technology; financial institutions;services; and agriculture, clean technologies and renewables, primarily focusing on middle-market clients. For our government and non-profit clients, we underwrite debt issuances, and provide municipal financial advisory and loan placement services, and interest rate risk management services.offer various over-the-counter derivative products. Our public finance investment banking capabilities focus on state and local governments, cultural and social service non-profit entities, and the education, healthcare, hospitality, senior living and transportation sectors.


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Equity and Fixed Income Institutional Brokerage – We offer both equity and fixed income advisory and trade execution services for institutional investors and government and non-profit entities. Integral to our capital markets efforts, we have equity sales and trading relationships with institutional investors in the United StatesNorth America and Europe that invest in our core sectors. Our research analysts provide investment ideas and support to our trading clients on approximately 700675 companies. Our fixed income sales and trading professionals have expertise in municipal, corporate, mortgage, agency, treasury and structured product securities and cover a range of institutional investors. We engage in trading activities for both customer facilitation and strategic trading purposes. Our strategic trading activities (i.e. proprietary trading) are dedicated solely to investing firm capital, and focus principally on proprietary investments in municipal bonds mortgage-backed securities and U.S. government agency securities. The strategic trading activities related to municipal bonds are principally operated in a fund structure vehicle with a limited number of employee investors.

Principal Investments – We engage in merchant banking activities, which involve equity or debt investments in late stage private companies. Additionally, we have investments in private equity funds and other firm investments.

Alternative Asset Management Funds We have created alternative asset management funds in merchant banking, energy, and senior living in order to invest firm capital as well asand to manage capital from outside investors. In the second half of 2015, we closed and completed liquidation of a municipal bond fund managed for the benefit of outside investors.

Asset Management

The Asset Management segment includes our traditional asset management business and our investments in registered funds and private funds or partnerships that we manage. Our traditional asset management business offers specialized investment management solutions for institutions, private clients and investment advisors. We manage value-oriented domestic, international and global strategies, as well as MLP and energy infrastructure strategies, through open-endas well as domestic and closed-end funds.global equity strategies. We also provideoffer customized solutions to our clients. In many cases, we offerclients in both diversified and more concentrated versions of our products, generally through separately managed accounts.

Value Equity – We take a value-driven approach to managing assets in the domesticaccounts, and international equity markets. These investment strategies have an investment philosophy that centers on fundamental security selection across industriesopen-end and regions with a focus on analyzing, among other things, a company's financial position, liquidity and profitability in light of its valuation. By focusing on securities with attractive net asset values, we seek to generate competitive long-term returns while minimizing investment risk.
closed-end funds.

Master Limited Partnerships ("MLPs") and Energy Infrastructure We also manage MLPs, energy infrastructure, and related operating entity assets focused on the energy sector. These strategies focus on growth, yet seek to limit exposure to riskier securities by placing greater importance on characteristics which support stable distributions and are representative of higher quality MLPs, including less volatile businesses, strategic assets, cleaner balance sheets and proven management teams. In addition to our MLP-focused funds, we manage other private funds focused on energy sector securities.

Equity – Our equity product offerings include both value and growth-driven strategies in the domestic and global equity markets. These strategies have investment philosophies built on a foundation of core principles, which have been tested in various market conditions and remained consistent over time. Our investment strategies seek to create portfolios that deliver long-term, positive returns while minimizing risk.

As of December 31, 20152017, total assets under management ("AUM") were $8.97.3 billion, of which approximately 5652 percent was invested in equitiesMLPs and 44energy infrastructure securities and 48 percent in MLPs.equities. As of the same date, approximately 1879 percent of our AUM was invested in international and globaldomestic investment strategies and 8221 percent was invested in domesticglobal investment strategies. Approximately 7959 percent of our AUM as of December 31, 20152017 was managed on behalf of institutional clients, including foundations, endowments, pension funds, corporations, foundations and corporations,endowments, and through mutual fund sponsors and registered advisors. Approximately 1321 percent of our AUM was managed through sub-advisory relationships on closed-end funds, and approximately 20 percent of our AUM was managed on behalf of individual client relationships, which are principally high net worth individuals, and approximately 8 percent of our AUM was managed through sub-advisory relationships on closed-end funds.individuals.

Discontinued Operations

Our discontinued operations include the costs to liquidate our Hong Kong capital markets business, which ceased operations in 2012, and the operating results of Fiduciary Asset Management, LLC ("FAMCO"), an asset management subsidiary we sold in 2013. For further information on our discontinued operations, see Note 5 to our consolidated financial statements included in Part II, Item 8 of this Form 10-K.


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Financial Information about Geographic Areas

As of December 31, 2015,2017, the substantial majority of the Company'sour net revenues and long-lived assets were located in the U.S.

Competition

Our business is subject to intense competition driven by large Wall Street and international firms operating independently or as part of a large commercial banking institution. We also compete with regional broker dealers, boutique and niche-specialty firms, asset management firms and alternative trading systems that effect securities transactions through various electronic venues. Competition is based on a variety of factors, including price, quality of advice and service, reputation, product selection, transaction execution, financial resources and investment performance. Many of our large competitors have greater financial resources than we have and may have more flexibility to offer a broader set of products and services than we can.

In addition, there is significant competition within the securities industry for obtaining and retaining the services of qualified employees. Our business is a human capital business and the performance of our business is dependent upon the skills, expertise and performance of our employees. Therefore, our ability to compete effectively is dependent upon attracting and retaining qualified individuals who are motivated to serve the best interests of our clients, thereby serving the best interests of our company. Attracting and retaining employees depends, among other things, on our company’scompany's culture, management, work environment, geographic locations and compensation.

Employees

As of February 18, 2016,20, 2018, we had approximately 1,1921,301 employees, of whom approximately 750792 were registered with the Financial Industry Regulatory Authority, (“FINRA”Inc. ("FINRA").

Regulation

As a participant in the financial services industry, our business is regulated by U.S. federal and state regulatory agencies, self-regulatory organizations (“SROs”("SROs") and securities exchanges, and by foreign governmental agencies, financial regulatory bodies and securities exchanges. We are subject to complex and extensive regulation of most aspects of our business, including the manner in which securities transactions are effected, net capital requirements, recordkeeping and reporting procedures, relationships and conflicts with customers, the handling of cash and margin accounts, conduct, experience and training requirements for certain employees, and the manner in which we prevent and detect money-laundering and bribery activities. The regulatory framework of the financial services industry is designed primarily to safeguard the integrity of the capital markets and to protect customers, not creditors or shareholders.

The laws, rules and regulations comprising this regulatory framework can (and do) change frequently, as can the interpretation and enforcement of existing laws, rules and regulations. Conditions in the global financial markets and economy, including the 2008 financial crisis, caused legislators and regulators to increase the examination, enforcement and rule-making activity directed toward the financial services industry, which we expect to continue inindustry. The intensity of the coming years. This intensified regulatory environment will likely alter certain business practicesmay correlate with the level and change the competitive landscapenature of the financial services industry, which mayour legal proceedings for a given period, and increased intensity could have an adverse effect on our business, financial condition, and results of operations.

Our U.S. broker dealer subsidiary (Piper Jaffray & Co.) is registered as a securities broker dealer with the SEC and is a member of various SROs and securities exchanges. In July of 2007, the National Association of Securities Dealers and the member regulation, enforcement and arbitration functions of the New York Stock Exchange (“NYSE”("NYSE") consolidated to form FINRA, which now serves as the primary SRO of Piper Jaffray & Co., although the NYSE continues to have oversight over NYSE-related market activities. FINRA regulates many aspects of our U.S. broker dealer business, including registration, education and conduct of our broker dealer employees, examinations, rulemaking, enforcement of these rules and the federal securities laws, trade reporting and the administration of dispute resolution between investors and registered firms. We have agreed to abide by the rules of FINRA (as well as those of the NYSE and other SROs), and FINRA has the power to expel, fine and otherwise discipline Piper Jaffray & Co. and its officers, directors and employees. Among the rules that apply to Piper Jaffray & Co. are the uniform net capital rule of the SEC (Rule 15c3-1) and the net capital rule of FINRA. Both rules set a minimum level of net capital a broker dealer must maintain and also require that a portion of the broker dealer's assets be relatively liquid. Under the FINRA rule, FINRA may prohibit a member firm from expanding its business or paying cash dividends if resulting net capital falls below FINRA requirements. In addition, Piper Jaffray & Co. is subject to certain notification requirements related to withdrawals of excess net capital. As a result

of these rules, our ability

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to make withdrawals of capital from Piper Jaffray & Co. may be limited. In addition, Piper Jaffray & Co. is licensed as a broker dealer in each of the 50 states, requiring us to comply with applicable laws, rules and regulations of each state. Any state may revoke a license to conduct a securities business and fine or otherwise discipline broker dealers and their officers, directors and employees.

We also operate an entitytwo entities that isare authorized, licensed and regulated by the U.K. Financial Conduct Authority and registered under the laws of England and Wales, as well as an entity that is authorized, licensed and regulated by the Hong Kong Securities and Futures Commission and registered under the laws of Hong Kong, China.Kong. The U.K. Financial Conduct Authority and the Hong Kong Securities and Futures Commission regulate these entities (in their respective jurisdictions) in areas of capital adequacy, customer protection and business conduct, among others. We also have a subsidiary organized in Guernsey and regulated by the Guernsey Financial Services Commission.

Entities in the jurisdictions identified above are also subject to anti-money laundering regulations. Piper Jaffray & Co., our U.S. broker dealer subsidiary, is subject to the USA PATRIOT Act of 2001, which contains anti-money laundering and financial transparency laws and mandates the implementation of various regulations requiring us to implement standards for verifying client identification at account opening,the time the client relationship is initiated, monitoring client transactions and reporting suspicious activity. Our entities in Hong Kong, and the United Kingdom and Guernsey are subject to similar anti-money laundering laws and regulations. We are also subject to the U.S. Foreign Corrupt Practices Act as well as other anti-bribery laws in the jurisdictions in which we operate. These laws generally prohibit companies and their intermediaries from engaging in bribery or making other improper payments to foreign officials for the purpose of obtaining or retaining business or gaining an unfair business advantage.

We maintain asset management subsidiaries that are registered as investment advisersadvisors with the SEC and subject to regulation and oversight by the SEC. These entities are Advisory Research, Inc. ("ARI"), Piper Jaffray Investment Management LLC ("PJIM"), and PJC Capital Partners LLC.LLC are asset management subsidiaries and registered investment advisors. As registered investment advisors, these entities are subject to requirements that relate to, among other things, fiduciary duties to clients, maintaining an effective compliance program, solicitation agreements, conflicts of interest, recordkeeping and reporting requirements, disclosure requirements, limitations on agency cross and principal transactions between advisor and advisory clients, as well as general anti-fraud prohibitions. CertainPiper Jaffray & Co. is also a registered investment advisor and subject to these requirements. Also, certain investment funds that we manage are registered investment companies under the Investment Company Act, as amended. Those funds and entities that serve as the funds' investment advisors are subject to the Investment Company Act and the rules and regulations of the SEC, which regulate the relationship between a registered investment company and its investment advisor and prohibit or severely restrict principal transactions or joint transactions, among other requirements. ARI is also authorized by the Irish Financial Services Regulatory Authority as an investment advisor in Ireland and cleared by the Luxembourg Commission de Surviellance du Secteur Financier as a manager to Luxembourg funds. ARI is the investment advisor for Advisory Research Global Funds PLC, an open-ended investment company with variable capital authorized and regulated by the Central Bank of Ireland pursuant to the European Communities Regulations (Undertakings for Collective Investments in Transferable Securities or UCITS)"UCITS"). ARIAdvisory Research Global Funds PLC has established a Tokyo office whichclosed and is a Representative Officein the process of a Foreign Investment Advisor subject to Japanese laws and regulations.liquidation. PJIM is registered with the Commodity Futures Trading Commission (“CFTC”("CFTC") and the National Futures Association (“NFA”("NFA") as a commodities pool operator. The registrations with the CFTC and NFA allow PJIM to enter into derivative instruments (e.g., interest rate swaps and credit default swap index contracts) to hedge risks associated with certain security positions of funds managed by PJIM. Parallel General Partners Limited is the general partner of several private equity limited partnerships; it and the limited partnerships are registered and regulated by the Guernsey Financial Services Commission ("GFSC").

Certain of our businesses also are subject to compliance with laws and regulations of U.S. federal and state governments, non-U.S. governments, their respective agencies and/or various self-regulatory organizations or exchanges governing the privacy of client information. Any failure with respect to our practices, procedures and controls in any of these areas could subject us to regulatory consequences, including fines, and potentially other significant liabilities.


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Executive Officers

Information regarding our executive officers and their ages as of February 18, 2016,20, 2018, are as follows:
Name Age Position(s)
Andrew S. Duff58Chairman and Chief Executive Officer
Chad R. Abraham 4749 Co-HeadChief Executive Officer
Debbra L. Schoneman49President
Timothy L. Carter50Chief Financial Officer
R. Scott LaRue57Global Head of Global Investment Banking and Capital Markets
Christopher D. Crawshaw49Head of Asset Management
Christine N. Esckilsen47Chief Human Capital Officer
Frank E. Fairman58Head of Public Finance
John W. Geelan 4042 General Counsel and Secretary
Jeff P. Klinefelter48Global Head of Equities
R. Scott LaRue55Co-Head of Global Investment Banking and Capital Markets
Debbra L. Schoneman47Chief Financial Officer
Thomas G. Smith59Chief Strategy Officer
M. Brad Winges47Head of Fixed Income Services and Piper Jaffray Firm Investments and Trading

Andrew S. Duff is our chairman and chief executive officer. Mr. Duff became chairman and chief executive officer of Piper Jaffray Companies following completion of our spin-off from U.S. Bancorp on December 31, 2003. He also has served as chairman of our broker dealer subsidiary since 2003, as chief executive officer of our broker dealer subsidiary since 2000, and as president of our broker dealer subsidiary since 1996. He has been with Piper Jaffray since 1980. Prior to the spin-off from U.S. Bancorp, Mr. Duff also was a vice chairman of U.S. Bancorp from 1999 through 2003.

Chad R. Abraham is our chief executive officer, a position he has held since January 2018. He previously served as co-head of global investment banking and capital markets a position he has held sincefrom October 2010.2010 to December 2017. Prior to his current role,that, he served as head of equity capital markets since November 2005. Mr. Abraham joined Piper Jaffray in 1991.

Christopher D. CrawshawDebbra L. Schoneman is our head of asset management. He has served in this role since January 2014. Mr. Crawshaw joined Piper Jaffray from Advisory Research, Inc.,president, a Chicago-based asset management firm that we acquired in 2010, where he had been a managing director since 2004, having joined the company in 2001. Mr. Crawshaw was named president of Advisory Research in 2012.

Christine N. Esckilsen is our chief human capital officer, a titleposition she has held since January 2016. Ms. Esckilsen has been our2018. She previously served as chief financial officer from May 2008 to December 2017, and global head of human capitalequities from June 2017 to December 2017. Prior to that, she served as treasurer from August 2006 until May 2008; and a managingas finance director since 2011. Sheof our corporate and institutional services business from July 2002 until July 2004 when the role was expanded to include our public finance services division. Ms. Schoneman joined Piper Jaffray in 2002 as an assistant general counsel responsible for employment matters and litigation.1990.

Frank E. FairmanTimothy L. Carter is head of our public finance services business,chief financial officer, a position he has held since July 2005.January 2018. He previously served as senior vice president of finance from May 2017 to December 2017. Prior to that, he served as treasurer from May 2008 to May 2017, chief accounting officer from 2006 to May 2008, and controller from 1999 to 2006. Mr. Carter joined Piper Jaffray in 1995.

R. Scott LaRue is our global head of the firm's public finance investment banking groupand capital markets, a position he has held since January 2018. Prior to that, he served as our global co-head of investment banking and capital markets with Mr. Abraham from 1991October 2010 to 2005, as well as the headDecember 2017, global co-head of the firm's municipal derivative businessconsumer investment banking from 2002February 2010 to 2005. He has been withSeptember 2010, and co-head of consumer investment banking from August 2004 to January 2010. Mr. LaRue joined Piper Jaffray since 1983.in 2003.

John W. Geelan is our general counsel and secretary. He served as assistant general counsel and assistant secretary from November 2007 until becoming general counsel in January 2013. Mr. Geelan joined Piper Jaffray in 2005.

Jeff P. Klinefelter is the global head of our equities business, a position he has held since July 2012. From May 2010 until July 2012, he served as head of equity research. Mr. Klinefelter joined Piper Jaffray in 1997 as a research analyst.

R. Scott LaRue is our co-head of global investment banking and capital markets, a position he has held since October 2010. He had previously served as global co-head of consumer investment banking since February 2010, after having served as co-head of consumer investment banking since August 2004. He has been with Piper Jaffray since 2003.

Debbra L. Schoneman is our chief financial officer. Ms. Schoneman joined Piper Jaffray in 1990 and has held her current position since May 2008. She previously served as treasurer from August 2006 until May 2008. Prior to that, she served as finance director of our corporate and institutional services business from July 2002 until July 2004 when the role was expanded to include our public finance services division.


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Thomas G. Smith is our chief strategy officer, a title he has held since January 2016 which encompasses his roles as our head of strategy, corporate development, and investor relations. He joined Piper Jaffray in 1998 as a managing director in our technology investment banking group. He became head of corporate development in 2006 and head of investor relations in 2012.

M. Brad Winges is head of fixed income services, a position he has held since January 2009, and became head of Piper Jaffray firm investments and trading in February 2014. Mr. Winges joined Piper Jaffray in 1991 and served as head of public finance services sales and trading from June 2005 until obtaining his current position. Prior to that, he served as head of municipal sales and trading from June 2003 until June 2005.

Additional Information

Our principal executive offices are located at 800 Nicollet Mall, Suite 1000, Minneapolis, Minnesota 55402, and our general telephone number is (612) 303-6000. We maintain an Internet Web site at http://www.piperjaffray.com. The information contained on and connected to our Web site is not incorporated into this report. We make available free of charge on or through our Web site our annual reports on Form 10-K, quarterly reports on Form 10-Q, current reports on Form 8-K, amendments to those reports filed or furnished pursuant to Section 13(a) or 15(d) of the Securities Exchange Act of 1934, as amended, and all other reports we file with the SEC, as soon as reasonably practicable after we electronically file these reports with, or furnish them to, the SEC. “Piper"Piper Jaffray," the “Company,” “registrant,” “we,” “us”"Company," "registrant," "we," "us" and “our”"our" refer to Piper Jaffray Companies and our subsidiaries. The Piper Jaffray logo and the other trademarks, tradenames and service marks of Piper Jaffray mentioned in this report or elsewhere, including, Piper Jaffraybut not limited to, PIPER JAFFRAY®, REALIZE THE POWER OF PARTNERSHIP®, ADVISORY RESEARCH®, SIMMONS & COMPANY INTERNATIONAL® ENERGY SPECIALISTS OF PIPER JAFFRAY®, TAKING STOCK WITH TEENS®, HEALTHY ACTIVE AND SUSTAINABLE LIVING®, and GUIDES FOR THE JOURNEY® are the property of Piper Jaffray.

ITEM 1A.     RISK FACTORS.

In the normal course of our business activities, we are exposed to a variety of risks. The principal risks we face in operating our business include: strategic risks, market risks, liquidity risks, credit risks, human capital risks, operational risks, and legal and regulatory risks. A full description of each of these principal areas of risk, as well as the primary risk management processes that we use to mitigate our risk exposure in each, is discussed below under the caption "Risk Management" included in "Management's Discussion and Analysis of Financial Condition and Results of Operations" in Part II, Item 7 of this Form 10-K.


The following discussion sets forth the risk factors that we have identified in each area of principal risk as being the most significant to our business, future financial condition, and results of operations. Although we discuss these risk factors primarily in the context of their potential effects on our business, financial condition or results of operations, you should understand that these effects can have further negative implications such as: reducing the price of our common stock; reducing our capital, which can have regulatory and other consequences; affecting the confidence that our clients and other counterparties have in us, with a resulting negative effect on our ability to conduct and grow our business; and reducing the attractiveness of our securities to potential purchasers, which may adversely affect our ability to raise capital and secure other funding or the prices at which we are able to do so. Further, additional risks beyond those discussed below and elsewhere in this Form 10-K or in other of our reports filed with, or furnished to, the SEC could adversely affect us. We cannot assure you that the risk factors herein or elsewhere in our other reports address all potential risks that we may face.

These risk factors also serve to describe factors which may cause our results to differ materially from those described in forward-looking statements included in this Form 10-K or in other documents or statements that make reference to this Form 10-K. Forward-looking statements and other factors that may affect future results are discussed below under "Management's Discussion and Analysis of Financial Condition and Results of Operations" in Part II, Item 7 of this Form 10-K.

Strategic and Market Risk

Our business success depends in large part upon the strategic decisions made by our executive management, the alignment of business plans developed to act upon those decisions, and the quality of implementation of these business plans. Strategic risk represents the risk associated with our executive management failing to develop and execute on the appropriate strategic vision which demonstrates a commitment to our culture, leverages our core competencies, appropriately responds to external factors in the marketplace, and is in the best interests of our company. In setting out and executing upon a strategic vision for our business, we are faced with a number of inherent risks, including risks relating to external events and market and economic conditions, competition, and business performance that could all negatively affect our ability to execute on our strategic decisions and, therefore, our future financial condition or results of operations. The risks related to external events and overall market and/or economic conditions are referred to as market, or systemic, risk. The following are those risk factors that we have identified as being most significant to our strategic vision, and the market risks that may impact execution of our strategy.

Developments in market and economic conditions have in the past adversely affected, and may in the future adversely affect, our business and profitability and cause volatility in our results of operations.

Economic and market conditions have had, and will continue to have, a direct and material impact on our results of operations and financial condition because performance in the financial services industry is heavily influenced by the overall strength of economic conditions and financial market activity. For example:

Our equities investment banking revenue in the form of advisory (i.e., M&A), underwriting, placement and financial advisoryplacement fees, is directly related to macroeconomic conditions and corresponding financial market activity. When the outlook for macroeconomic conditions is uncertain or negative, financial market activity generally tends to be decreased,decrease, which can reduce our equities investment banking revenues. As an example, a significant componentportion of our investment banking revenues arein recent years have been derived from initial public offerings of middle-market companiesadvisory engagements in growthour focus sectors, and activity in this area is highly correlated to the macroeconomic environment and market conditions. BeginningReduced expectations of U.S. economic growth or a decline in the third quarter of 2015, volatility in equity markets began increasing leading upglobal macroeconomic outlook could cause financial market activity to the Federal Reserve's decision to raise the federal funds rate in December. This volatility has continued into the first quarter of 2016 as the markets weigh falling commodity prices, depressed energy markets, a slowdown in global economic growth, including in Chinadecrease and other developing markets, and weakening growth in the U.S.negatively affect our advisory revenues. In addition, U.S. financial markets remain vulnerable to the potential risks posed by exogenous shocks, which could include, among other things, further conflict in the Middle East and in Eastern Europe, political and financial uncertainty in the United States and the European Union, renewed concern about China's economy, complications involving global trade, and further government debt crises,terrorism and a more severe and prolonged downturn in China's economy. If these factors werearmed conflicts around the world. More generally, because our business is closely correlated to worsenthe macroeconomic outlook, worsening conditions or if an exogenous shock were to materialize, it could lead to further or more severe equity market declines and volatility, which would likely have aan immediate and significant negative impact on our equities investment banking business and our overall results of operations.

Interest rates can have a significant impact on macroeconomic activity and economic growth, and they also meaningfully affect multiple components of our business, particularlyincluding the fixed income inventory on our balance sheet. Rising interest rates, volatility in interest rates, changes in the slope of the yield curve, and changes in credit spreads all impact our business. During 2017, the U.S. Federal Reserve increased short-term rates three times in response to stronger economic growth, but long-term rates did not correspondingly rise, causing the yield curve to flatten, which muted our fixed income institutional business. This includesresults for the direction and rate of change in rates, as well as uncertainy around both of these. Volatility generally increased in 2015, reflectingyear. Looking ahead, if the uncertainty and volatility around theU.S. Federal Reserve's decisionReserve continues to raise rates, or longer-term rates rise across the federal funds rateyield curve, we could see increased fixed income activity, but the rising interest rates could be perceived as moderating macroeconomic growth, which might cause equity market volatility and a corresponding decrease in transaction volumes for the first time in nearly a decade, slowing economic growth in China,our advisory and the potential for a global economic slowdown. Yields are expected to be impacted in 2016 by perceptions around the strength of the U.S. economy and the ability of the Federal Reserve to gradually raise the federal funds rate through the year. As to the impactequity capital markets businesses. With respect to our business,inventory, a large percentage of our securities inventorypositions on our balance sheet -

both that are held for facilitating client activity as well as our own proprietary trading - consistconsists of fixed income securities, and a rapid increaseincreases in interest rates would(especially if rapid) may decrease the value of these positions, possiblyinventories, sometimes significantly. Further, ourTo reduce interest rate risk and volatility, we use interest rate hedging strategies, may not mitigate this volatility asbut we generally do not hedge all of our interest rate risk, and volatility may reduce the correlation (i.e., effectiveness) between certain hedging vehicles and the securities inventory we are attempting to hedge. In addition,Lastly, increased interest rate increases in 2016, both gradual and more severe,rates may also negatively impact the volume of debt

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refinancing issuances underwritten by our public finance investment banking business, as well as our managed fundsassets under management focused on master limited partnerships ("MLPs"), which may underperform compared to other asset classes in a rising interest rate environment.

An unsustainable U.S. economic recovery, or a significant worsening of global economic conditions, would likely result in a decline in the financial markets, reducing asset valuations and adversely impacting our asset management business. A reduction in asset values would negatively impact this business by reducing the value of assets under management, and as a result, the revenues generated from this business.

It is difficult to predict the market conditions for 2016,2018, which are dependent in large part upon the pace of global and U.S. economic growth.growth and geopolitical events globally. The first part of 2018 has seen significantly higher levels of volatility in global markets, which may continue during the year. Our smaller scale compared to many of our competitors and the cyclical nature of the economy and this industry leads to volatility in our financial results, including our operating margins, compensation ratios, business mix, and revenue and expense levels. Our financial performance may be limited by the fixed nature of certain expenses, the impact from unanticipated losses or expenses during the year, our business mix, and the inability to scale back costs in a timeframe to match decreases in revenue-related changes in market and economic conditions. As a result, our financial results may vary significantly from quarter-to-quarter and year-to-year.

Developments in specific business sectors of the U.S. and global economy, as well as areas of the markets in which we conduct our business, have in the past adversely affected, and may in the future adversely affect, our business and profitability.

Our results for a particular period may be disproportionately impacted by declines in specific sectors of the U.S. or global economy, or for certain products within the financial services industry, due to our business mix and focus areas. For example:

Our equities investment banking business focuses on specific sectors, specificallyincluding healthcare, energy, consumer, diversified industrials and services, business services, technology, financial institutions,services, and agriculture, clean technologies and renewables. Volatility, uncertainty, or slowdowns in these sectors particularly healthcare, may adversely affect our business, sometimes disproportionately, and may cause volatility in the net revenues we receive from our corporate advisory and capital markets and corporate advisory activities. In recent years, the healthcare sector has been a significant contributor to our overall results, and negative developments in this sector would materially and disproportionately impact us, even if general economic conditions were strong. Further, energy markets are currently suffering from a prolonged depression in oil and natural gas prices, and uncertainty regarding the outlook for future oil prices is dampening the prospects of many energy companies and reducing capital markets and corporate advisory activities in the sector. We recently announced the acquisition of Simmons & Company International, an energy-based investment banking firm, and the transaction is expected to close in the first quarter of 2016. Upon close, the energy sector will become one of our most significant sectors of coverage for our equity investment banking business. Disproportionately negative market conditions in the energy sector will slow and hinder our ability to realize the benefits from the acquisition. Lastly,In addition, we may not participate, or may participate to a lesser degree than other firms, in sectors that experience significant activity, such as real estate, and our operating results may not correlate with the results of other firms whichthat participate in these sectors.

Our fixed income institutional business derives its revenue from sales and trading activity in the municipal market and from products within the taxable market, including structured mortgages, hybrid preferreds and government agency products. Our operating results for our fixed income institutional business may not correlate with the results of other firms or the fixed income market generally because we do not participate in significant segments of the fixed income markets such as credit default swaps, corporate high-yield bonds, currencies and commodities.

Our public finance investment banking business depends heavily upon conditions in the municipal market. Our public finance businessIt focuses on investment banking activity in sectors that include state and local government, education, senior living, healthcare, transportation, and hospitality sectors, with an emphasis on transactions with a par value of $500 million or less. Challenging market conditions for these sectors that are disproportionately worse than those impacting the broader economy or municipal markets generally may adversely impact our business. More broadly, our fixed income institutional business and our public finance business are tied to the municipal market andFurther, the enactment, or the threat of enactment, of any legislation that would alteralters the financing alternatives available to municipalitieslocal or state governments or tax-exempt organizations through the elimination or reduction of tax-exempt bonds.bonds could have a negative impact on our results of operations in these businesses. For example, the Tax Cuts and Jobs Act (the "Tax Reform Act") eliminated tax-exempt advance refunding bonds, which are bonds issued by a local or state government to refinance outstanding bonds before the original bonds mature or are callable in order to take advantage of lower borrowing costs. To the extent that this removal of tax-exempt advance refunding bonds reduces the total amount of issuances or other financing activities for which we compete, our results of operations could be adversely affected. In addition, the Tax Reform Act reduced the federal corporate income tax rate from 35 percent to 21 percent. To the extent that this change in the corporate tax rate reduces the demand from institutional investors, including banks and insurance companies, for tax-exempt municipal bonds, there could be increased volatility in the municipal bond market and our fixed income institutional brokerage business could be adversely affected.

AOur fixed income institutional business derives its revenue from sales and trading activity in the municipal market and from products within the taxable market, hybrid preferreds, and government agency products. Our operating results for our fixed income institutional business may not correlate with the results of other firms or the fixed income market generally because a significant portion of our asset management revenues are derived from actively managed equity products, and this type of investment product has experienced asset outflows in recent years, including in 2015. In addition, U.S. equity markets were largely flat or slightly down in 2015, and the beginning of 2016 saw further declines and increased volatility. Uncertainty relating to global and U.S. economic growth and equity valuations, the continued shift into lower-cost passively-managed funds, and other negative events impacting investor confidence could cause the negative trend for actively-managed equity products to continue. Outflows for this investment product negatively affect results of operations for this business as revenues are closely tied to assets under management.

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Management and performance fees we earn on assets invested by institutions and individuals in our managed funds focused on MLPs and other investments related to the energy infrastructure sector are a meaningful contributor to our asset management revenues. Return on investment in the energy infrastructure sector is dependent to a meaningful degreefocuses on the pricesmunicipal market and we do not participate in significant segments of energy commoditiesthe fixed income markets such as natural gas, natural gas liquids, crude oil, refined petroleum productscredit default swaps, corporate high-yield bonds, currencies or coal. Persistently depressed prices for any of these products, such as those experienced in 2015, will likely lead to a further deterioration of market conditions for companies in the energy infrastructure sector and poorer returns by our funds, and, consequently, a reduction in the management and performance fees we receive.commodities.

Our stock price may fluctuate as a result of several factors, including but not limited to, changes in our revenues, operating results, tangible book value and return on equity.

We have experienced, and expect to experience in the future, fluctuations in the market price of our common stock due to factors that relate to the nature of our business, including but not limited to changes in our revenues, operating results, tangible book value, and return on equity. Our business, by its nature, does not produce steady and predictable earnings on a quarterly basis, which causes fluctuations in our stock price that may be significant. Other factors that have affected, and may further affect, our stock price include changes in or news related to economic or market events or conditions, changes in market conditions in the financial services industry, including developments in regulation affecting our business, failure to meet the expectations of market analysts, changes in recommendations or outlooks by market analysts, and aggressive short selling similar to that experienced in the financial industry in 2008.

We may make strategic acquisitions and minority investments, engage in joint ventures or divest or exit existing businesses, which could cause us to incur unforeseen expenses and have disruptive effects on our business and may not yield the benefits we expect.

We may grow in part through corporate development activities that may include acquisitions, joint ventures and minority investment stakes. For example, we expanded our existing asset management business in March 2010 with the acquisition of ARI, a Chicago-based asset management firm, and we added to our public finance and fixed income sales and trading and corporate advisory businesses with our acquisitions of Seattle-Northwest Securities Corporation and Edgeview Partners, L.P. in July 2013. In 2015, we expanded our equities investment banking business into the financial institutions and energy sectors, respectively, through our completed acquisition of River Branch Holdings LLC and our announced acquisition of Simmons & Company International, which is expected to close in the first quarter of 2016. We also added scale to our fixed income institutional sales and trading business through our acquisition of BMO Capital Markets GKST Inc. There are a number of risks associated with corporate development activities. Costs or difficulties relating to a transaction, including integration of products, employees, technology systems, accounting systems and management controls, may be difficult to predict accurately and be greater than expected causing our estimates to differ from actual results. Importantly, we may be unable to retain key personnel after the transaction, and the transaction may impair relationships with customers and business partners. We may incur unforeseen liabilities of an acquired company that could impose significant and unanticipated legal costs on us. Also, our share price could decline after we announce or complete a transaction if investors view the transaction as too costly or unlikely to improve our competitive position. Longer-term, these activities may require increased costs in the form of management personnel, financial and management systems and controls and facilities, which, in the absence of continued revenue growth, would cause our operating margins to decline. More generally, any difficulties that we experience could disrupt our ongoing business, increase our expenses and adversely affect our operating results and financial condition. We also may be unable to achieve anticipated benefits and synergies from the transaction as fully as expected or within the expected time frame. Divestitures or elimination of existing businesses or products could have similar effects. For example, we shut down our Hong Kong capital markets business in 2012, and realized a pre-tax loss on the investment in our Hong Kong subsidiaries.

Our proprietary trading and principal investments expose us to risk of loss.

We engage in a variety of activities in which we commit or invest our own capital, including proprietary trading and principal investing. Our proprietary trading activities (which we also refer to as "strategic trading" in this report) related to municipal bonds and mortgage-backed securities have been a meaningful contributor to our overall financial results. Fixed income proprietary trading activities comprise a meaningful percentage of our Level III assets within our securities inventory. Level III assets have little or no pricing observability, and may be less liquid than other securities that we hold in our securities inventory. In addition to proprietary trading, we engage in principal investing, having established alternative asset management funds for merchant banking (focused on investments in the equity and debt instruments of private companies) and senior living construction projects. We have invested firm capital in these funds alongside capital raised from outside investors, and intend to continue to develop

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these alternative asset management strategies. Additionally, we make principal investments in funds managed by ARI, our asset management subsidiary, which are generally invested in publicly traded equities.

Our results from these activities may vary significantly from quarter to quarter. We may incur significant losses from our proprietary trading activities and principal investments due to fixed income or equity market fluctuations and volatility from quarter to quarter. For example, in 2015, our principal investments in ARI funds focused on MLPs and other investments related to the energy sector, and, as a result, suffered significant declines related to the ongoing downturn in that sector. In addition, we may engage in hedging transactions that if not successful, could result in losses. With respect to principal investing, there often is not an established liquid trading market for these investments or our investments may be otherwise subject to restrictions on sale or hedging, and our ability to withdraw our capital from these investments may be limited, increasing our risk of losses. Also, our merchant banking activity involves investments in late stage private companies, and we may be unable to realize our investment objectives by sale or other disposition at attractive prices.

Damage to our reputation could damage our business.

Maintaining our reputation is critical to attracting and maintaining clients, customers, investors, and employees. If we fail to deal with, or appear to fail to deal with, issues that may give rise to reputational risk, such failure or appearance of failure could have a material adverse effect on our business and stock price. These issues include, but are not limited to, any of the risks discussed in this Item 1A, appropriately dealing with potential conflicts of interest, legal and regulatory requirements, ethical issues, money laundering, cybersecurity, and the proper identification of the strategic, market, credit, liquidity, human capital, and operational risks inherent in our business and products.

Financing and advisory services engagements are transactional in nature and do not generally provide for subsequent engagements.

Even though we work to represent our clients at every stage of their lifecycle, we are typically retained on a short-term, engagement-by-engagement basis in connection with specific capital markets or mergers and acquisitions transactions. As a consequence, the timing of when fees are earned varies, and, therefore, our financial results from capital markets and corporate advisory activities may experience volatility quarter to quarter based on equity market conditions as well as the macroeconomic business cycle more broadly. In particular, our revenues related to acquisition and disposition transactions tend to be highly volatile andmore unpredictable (or “lumpy”) from quarter to quarter due to the one-time nature of the transaction and the size of the fee. As a result, high levels of revenue in one quarter will not necessarily be predictive of continued high levels of revenue in any subsequent period. If we are unable to generate a substantial number of new engagements and generate fees from the successful completion of those transactions, our business and results of operations will likelycould be adversely affected.

The volume of anticipated investment banking transactions may differ from actual results.

The completion of anticipated investment banking transactions in our pipeline is uncertain and partially beyond our control, and our investment banking revenue is typically earned only upon the successful completion of a transaction. In most cases, we receive little or no payment for investment banking engagements that do not result in the successful completion of a transaction. For example, a client's acquisition transaction may be delayed or terminated because of a failure to agree upon final terms with the counterparty, failure to obtain necessary regulatory consents or board or stockholder approvals, failure to secure necessary financing, adverse market conditions or unexpected financial or other problemsissues in the client's or counterparty's business. If parties fail to complete a transaction on which we are advising or an offering in which we are participating, we earn little or no revenue from the transaction and may have incurred significant expenses (for example, travel and legal expenses) associated with the transaction. Accordingly, our business is highly dependent on market conditions as well as the decisions and actions of our clients and interested third parties, and the number of engagements we have at any given time (and any characterization or description of our deal pipelines) is subject to change and may not necessarily result in future revenues.

We may make strategic acquisitions, engage in joint ventures or divest existing businesses, which could cause us to incur unforeseen expenses and have disruptive effects on our business and may not yield the benefits we expect.

We may grow in part through corporate development activities that could include acquisitions, joint ventures and minority investment stakes. Most recently, we expanded our equities investment banking business into the energy and financial institutions sectors through our completed acquisitions of Simmons & Company International and River Branch Holdings LLC, respectively. Our acquisition of Simmons & Company International resulted in the energy sector becoming one of our more significant sectors of coverage for our equity investment banking business. There are a number of risks associated with corporate development activities. Costs or difficulties relating to a transaction, including integration of products, employees, technology systems, accounting systems and management controls, may be difficult to predict accurately and be greater than expected causing our estimates to differ from actual results. Importantly, we may be unable to retain key personnel after the transaction, personnel who are critical to the success of the ongoing business. We may incur unforeseen liabilities of an acquired company that could impose significant and unanticipated legal costs on us. Also, our share price could decline after we announce or complete a transaction if investors view the transaction as too costly or unlikely to improve our competitive position.

Longer-term, these activities may require increased costs in the form of management personnel, financial and management systems and controls and facilities, which, in the absence of continued revenue growth, could cause our operating margins to decline. In addition, when we acquire a business, a substantial portion of the purchase price is often allocated to goodwill and other identifiable intangible assets. Our goodwill and intangible assets are tested at least annually for impairment. If, in connection with that test, we determine that a reporting unit's fair value is less than its carrying value, we would be required to recognize an impairment to the goodwill associated with that reporting unit. For example, we recorded a $114.4 million non-cash goodwill impairment charge in the third quarter of 2017 relating to Advisory Research, Inc. ("ARI"), a Chicago-based asset management firm that we acquired in 2010. The charge in our Asset Management segment negatively impacted our net income and results of operations and resulted in a net loss in accordance with U.S. generally accepted accounting principles for our full-year results in 2017. More generally, any difficulties that we experience could disrupt our ongoing business, increase our expenses and adversely affect our operating results and financial condition. We also may be unable to achieve anticipated benefits and synergies from the transaction as fully as expected or within the expected time frame. Divestitures or elimination of existing businesses or products could have similar effects. For example, we closed our Hong Kong capital markets business in 2012, and realized a pre-tax loss on the investment in our Hong Kong subsidiaries.

We may not be able to compete successfully with other companies in the financial services industry who often have significantly greater resources than we do.

The financial services industry remains highly competitive, and our revenues and profitability will suffer if we are unable to compete effectively. We compete generally on the basis of such factors as quality of advice and service, reputation, price, product selection, transaction execution and financial resources. Pricing and other competitive pressures in investment banking, including trends toward multiple book runners, co-managers, and multiple financial advisors handling transactions, have and could continue to adversely affect our revenues. The trend toward multiple book runners has also been accompanied by an increasing disparity in the relative economics between or among book runners, with the senior book runner(s) receiving a large percentage of the economics.

We remain at a competitive disadvantage given our relatively small size compared to some of our competitors. Large financial services firms have a larger capital base, greater access to capital, and greater technology resources, affording them greater capacity for risk and potential for innovation, an extended geographic reach and flexibility to offer a broader set of products. For example, some of these firms are able to use their larger capital base to offer additional products or services to their investment banking clients, which can be a competitive advantage. With respect to our fixed income institutional and public finance investment banking businesses, it is more difficult for us to diversify and differentiate our product set, and our fixed income business mix currently is concentrated in the municipal market and to a lesser extent corporate credits, potentially with less opportunity for growth than other firms which have grown their fixed income businesses by investing in, developing and offering non-traditional products (e.g., credit default swaps, interest rate products and currencies and commodities).

Our inability to identify and address actual, potential, or perceived conflicts of interest may negatively impact our reputation and have a material adverse effect on our business.

We regularly address actual, potential or perceived conflicts of interest in our business, including situations where our services to a particular client or our own investments or other interests conflict, or are perceived to conflict, with the interests of another client. Appropriately identifying and dealing with conflicts of interest is complex and difficult, and we face the risk that our current policies, controls and procedures do not timely identify or appropriately manage such conflicts of interest. It is possible that actual, potential or perceived conflicts could give rise to client dissatisfaction, litigation or regulatory enforcement actions. Our reputation could be damaged if we fail, or appear to fail, to deal appropriately with potential or actual conflicts of interest. Client dissatisfaction, litigation, or regulatory enforcement actions arising from a failure to adequately deal with conflicts of interest, and the reputational harm suffered as a consequence, could have a material adverse effect on our business.

Damage to our reputation could damage our business.

Maintaining our reputation is critical to attracting and maintaining clients, customers, investors, and employees. If we fail to deal with, or appear to fail to deal with, issues that may give rise to reputational risk, such failure or appearance of failure could have a material adverse effect on our business and stock price. These issues include, but are not limited to, appropriately dealing with potential conflicts of interest, legal and regulatory requirements, ethical issues, money laundering, cybersecurity, and the proper identification of the strategic, market, credit, liquidity, human capital, and operational risks inherent in our business and products.

Asset management revenue may vary based on investment performance and market and economic factors.

We have grownThe success of our asset management business in recent years, including withis largely dependent on the acquisitionlevel of ARI in 2010, which has increased the risks associated with this business relative to our overall operations. Assetsassets under management, are a significant driver of this business, as revenues are primarily derived from management fees paid on the assets under management. Our ability to maintain or increase assets under management is subject to a number of factors, including investors' perception of our past performance, market or economic conditions, competition from other fund managers and our ability to negotiate terms with major investors.


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Investment performance is one of the most important factors in retaining existing clients and competing for new asset management business. PoorEven when market conditions are generally favorable, our investment performance and other competitive factors could reducemay be adversely affected by our revenues and impair our growth in many ways: existing clients may withdraw funds from our asset management business in favor of better performing products or a different investment style or focus; our capitaland the particular investments inthat we make. For example, certain of our investment funds or the seed capitalstrategies have experienced investment performance beneath comparable benchmarks for an extended period of time, which we have committedbelieve contributed to newnet asset management products may diminishoutflows from these investment strategies in value or may be lost; and our key employees in the business may depart, whether to join a competitor or otherwise.

2017. To the extent our investment performance is perceived to be poor in either relative or absolute terms, our asset management revenues will likely be reduced, andexisting clients may withdraw funds in favor of better performing products or a different investment style or focus, our ability to attract new funds could be impaired, and our key employees in the business may depart, whether to join a competitor or otherwise.

A significant portion of our asset management revenues are derived from management and performance fees we earn on assets invested by institutions and individuals focused on MLPs and other investments related to the energy infrastructure sector. Return

on investment in the energy infrastructure sector is dependent to a meaningful degree on the prices of energy commodities such as natural gas, natural gas liquids, crude oil, refined petroleum products or coal. Persistently depressed prices for any of these products, such as those experienced in 2015 and the first quarter of 2016, will likely be impaired. Even whenlead to a deterioration of market conditions are generally favorable, ourfor companies in the energy infrastructure sector and poorer returns in this sector, and, consequently, a reduction in the management and performance fees we receive.

We also earn asset management revenues from actively managed equity strategies, and this type of investment performance mayproduct has experienced asset outflows in recent years in favor of passively managed equity strategies, which offer lower management fees than actively managed strategies. Furthermore, even though we added assets under management in some new, actively managed strategies in 2017, these strategies tended to be adversely affected by our investment stylelower margin product offerings and the particular investmentsrevenue gained from these strategies did not fully offset the decrease in revenues we suffered from a decline in assets under management within our higher margin product offerings. To the extent that we make. Further, as the sizetrend in investors moving assets to passive strategies continues and numberpassively managed strategies continue to gain market share at the expense of investment funds, including exchange-traded funds, hedge funds and private equity funds increases,actively managed strategies, it is possible that we may continue to experience asset outflows, find it will become increasingly difficult for us to attract new assets under management, or price competition may mean that we arebe unable to maintain our current fee structures.structures given price competition, any of which could negatively impact our results of operations. The decline in our asset management profitability in 2017 led us to record a $114.4 million non-cash goodwill impairment charge relating to our Asset Management segment, representing the full value of the remaining goodwill associated with our Asset Management segment.

Liquidity and Credit Risk

Two of our principal categories of risk as a broker dealer and asset management firm are liquidity and credit risk, each of which can have a material impact on our results of operations and viability as a business. During the credit crisis, effective management of liquidity and credit were fundamental to the financial health of the Company. With respect to liquidity risk, it impacts our ability to timely access necessary funding sources in order to operate our business and our ability to timely divest securities that we hold in connection with our market-making, sales and trading, and proprietary trading activities. Credit risk, as distinguished from liquidity risk, is the potential for loss due to the default or deterioration in credit quality of a counterparty, customer, client, borrower, or issuer of securities we hold in our trading inventory. The nature and amount of credit risk depends on the type of transaction, the structure and duration of that transaction and the parties involved. The following are the liquidity and credit risk factors that we have identified as posing the most significant risks to us.

An inability to access capital readily or on terms favorable to us could impair our ability to fund operations and could jeopardize our financial condition and results of operations.

Liquidity, or ready access to funds, is essential to our business. Several large financial institutions failed or merged with others during the credit crisis following significant declines in asset values in securities held by these institutions, with Lehman Brothers being the most prominent example. To fund our business, we rely on commercial paper, bank financing, and other funding sources, including financing provided by Pershing LLC ("Pershing") under our fully disclosed clearing agreement. Our bank financing includes an uncommitted credit line, which could become unavailable to us on relatively short notice. The financing provided by Pershing is at Pershing's discretion and could be denied. In an effort to mitigate our funding risks, we renewed a $200 million committed credit facility in December 2017 for an additional twelve months. We also have $125 million of unsecured notes maturing in October 2018. In order to further diversify our short-term funding needs, we also continue to maintain two commercial paper programs in the amounts of $300 million and $200 million, respectively.

Our access to funding sources, particularly uncommitted funding sources, is dependent on factors we cannot control, such as economic downturns, the disruption of financial markets, the failure or consolidation of other financial institutions, negative news about the financial industry generally or us specifically. We could experience disruptions with our credit facilities in the future, including the loss of liquidity sources and/or increased borrowing costs, if lenders or investors develop a negative perception of our short- or long-term financial prospects, which could result from decreased business activity. Our liquidity also could be impacted by the activities resulting in concentration of risk, including proprietary activities from long-term investments and/or investments in specific markets or products without liquidity. Our access to funds also may be impaired if regulatory authorities take significant action against us, or if we discover that one of our employees has engaged in serious unauthorized or illegal activity.

In the future, we may need to incur debt or issue equity in order to fund our working capital requirements, as well as to execute our growth initiatives that may include acquisitions and other investments. Similarly, our access to funding sources may be contingent upon terms and conditions that may limit or restrict our business activities and growth initiatives. For example, the unsecured notes discussed above include covenants that, among other things, limit our leverage ratio and require maintenance of certain levels of tangible net worth, regulatory net capital, and operating cash flow to fixed charges. In addition, we currently do

not have a credit rating, which could adversely affect our liquidity and competitive position by increasing our borrowing costs and limiting access to sources of liquidity that require a credit rating as a condition to providing funds.

If we are unable to obtain necessary funding, or if the funding we obtain is on terms and conditions unfavorable to us, it could negatively affect our business activities and operations, and our ability to pursue certain growth initiatives and make certain capital decisions, including the decision whether to pay future dividends to our shareholders, as well as our future financial condition or results of operations.

Concentration of risk increases the potential for significant losses.

Concentration of risk increases the potential for significant losses in our sales and trading, proprietary trading, alternative asset management, merchant banking, credit underwriting and syndication platform, and underwriting businesses. We have committed capital to these businesses, and we may take substantial positions in particular types of securities and/or issuers. For example, in the fourth quarter of 2017, we increased our fixed income inventory balances, particularly municipal securities, as a result of a trading opportunity in the municipal market identified at the end of the year. This concentration of risk may cause us to suffer losses even when economic and market conditions are generally favorable for our competitors. Further, disruptions in the credit markets can make it difficult to hedge exposures effectively and economically.

Our businesses, profitability and liquidity may be adversely affected by deterioration in the credit quality of, or defaults by, third parties who owe us money, securities or other assets.

The nature of our businesses exposes us to credit risk, or the risk that third parties who owe us money, securities or other assets will not perform their obligations. These parties may default on their obligations to us due to bankruptcy, lack of liquidity, operational failure or other reasons. Deterioration in the credit quality of securities or obligations we hold could result in losses and adversely affect our ability to rehypothecate or otherwise use those securities or obligations for liquidity purposes. A significant downgrade in the credit ratings of our counterparties could also have a negative impact on our results. Default rates, downgrades and disputes with counterparties as to the valuation of collateral tend to increase in times of market stress and illiquidity. Although we review credit exposures to specific clients and counterparties and to specific industries that we believe may present credit concerns, default risk may arise from events or circumstances that are difficult to detect or foresee. Also, concerns about, or a default by, one institution generally leads to losses, significant liquidity problems, or defaults by other institutions, which in turn could adversely affect our business.

Particular activities or products within our business expose us to increased credit risk, including inventory positions, interest rate swap contracts with customer credit exposure, counterparty risk with one major financial institution related to customer interest rate swap contracts without customer credit exposure, investment banking and advisory fee receivables, liquidity providers on variable rate demand notes we remarket, and similar activities. With respect to interest rate swap contracts with customer credit exposure, we have retained the credit exposure with five public finance counterparties totaling $19.1 million at December 31, 2017 as part of our matched-book interest rate swap program. In the event of a termination of the contract, the counterparty would owe us the applicable amount of the credit exposure. If our counterparty is unable to make its payment to us, we would still be obligated to pay our hedging counterparty, resulting in credit losses. Non-performance by our counterparties, clients and others, including with respect to our inventory positions and interest rate swap contracts with customer credit exposures, could result in losses, potentially material, and thus have a significant adverse effect on our business and results of operations.

In addition, reliance on revenues from hedge funds and hedge fund advisors, which are less regulated than many investment company and investment advisor clients, may expose us to greater risk of financial loss from unsettled trades than is the case with other types of institutional investors. Concentration of risk may result in losses to us even when economic and market conditions are generally favorable for others in our industry.

An inability to readily divest trading positions may result in financial losses to our business.

Timely divestiture of our trading positions, including equity, fixed income and other securities positions, can be impaired by decreased trading volume, increased price volatility, rapid changes in interest rates, concentrated trading positions, limitations on the ability to divest positions in highly specialized or structured transactions and changes in industry and government regulations. This is true both for customer transactions that we facilitate as well as proprietary trading positions that we maintain. While we hold a security, we are vulnerable to valuation fluctuations and may experience financial losses to the extent the value of the security decreases and we are unable to timely divest or hedge our trading position in that security. The value may decline as a result of many factors, including issuer-specific, market or geopolitical events. In addition, in times of market uncertainty, the inability to divest inventory positions may have an impact on our liquidity as funding sources generally become more restrictive,

which could limit our ability to pledge the underlying security as collateral. Our liquidity may also be impacted if we choose to facilitate liquidity for specific products and voluntarily increase our inventory positions in order to do so, exposing ourselves to greater market risk and potential financial losses from the reduction in value of illiquid positions.

Our underwriting, proprietary trading, and principal investments expose us to risk of loss.

We engage in a variety of activities in which we commit or invest our own capital, including underwriting, lending, proprietary trading, and principal investing. In our role as underwriter for equity and fixed income securities, we commit to purchase securities from the issuer or one or more holders of the issuer's securities, and then sell those securities to other investors or into the public markets, as applicable. Our underwriting activities, including bought deal transactions and equity block trading activities, expose us to the risk of loss if the price of the security falls below the price we purchased the security before we are able to sell all of the securities that we purchased. For example, as an underwriter, or, with respect to equity securities, a block positioner, we may commit to purchasing securities from an issuer or one or more holders of the issuer's securities without having found purchasers for some or all of the securities. In those instances, we may find that we are unable to sell the securities at a price equal to or above the price at which we purchased the securities, or with respect to certain securities, at a price sufficient to cover our hedges.

We also engage in proprietary trading activities (which we also refer to as "strategic trading" in this Form 10-K) related to municipal bonds. In certain years, proprietary trading has been a meaningful contributor to our overall financial results. In addition to proprietary trading, we engage in principal investing, having established alternative asset management funds for merchant banking (focused on investments in the equity and debt instruments of private companies) and senior living construction projects. We have invested firm capital in these funds alongside capital raised from outside investors, and our investments comprise a majority of our Level III assets. Level III assets have little or no pricing observability, and may be less liquid than other securities that we hold in our securities inventory. Additionally, we make principal investments in funds managed by ARI, our asset management subsidiary, which are generally invested in publicly traded equities. Lastly, in 2018, we will begin using some firm capital to make investments in joint venture entities that will underwrite and syndicate client debt. These entities will hold a portion of the client debt after syndication, and our invested capital will be exposed to a risk of loss to the extent that the debt is ultimately not repaid.

Our results from these activities may vary significantly from quarter to quarter. We may incur significant losses from our underwriting, proprietary trading, and principal investments due to equity or fixed income market fluctuations and volatility from quarter to quarter, or from a deterioration in specific business subsectors or the economy more generally. In addition, we may engage in hedging transactions that, if not successful, could result in losses; and the hedges we purchase to counterbalance market rate changes in certain inventory positions are not perfectly matched to the positions being hedged, which could result in losses. With respect to principal investing, there often is not an established liquid trading market for these investments or our investments may be otherwise subject to restrictions on sale or hedging, and our ability to withdraw our capital from these investments may be limited, increasing our risk of losses. Also, our merchant banking activity involves investments in late stage private companies, and we may be unable to realize our investment objectives by sale or other disposition at attractive prices.

Use of derivative instruments as part of our financial risk management techniques may not effectively hedge the risks associated with activities in certain of our businesses.

We use interest rate swaps, interest rate locks, credit default swap index contracts, U.S. Treasury bond futures, and equity option contracts as a means to manage risk in certain inventory positions and to facilitate customer transactions. With respect to risk management, we enter into derivative contracts to hedge interest rate and market value risks associated with our security positions, including fixed income inventory positions we hold both for facilitating client activity as well as for our own proprietary trading operations. The instruments use interest rates based upon the Municipal Market Data ("MMD"), LIBOR or SIFMA index. We also enter into credit default swap index contracts to hedge risks associated with our taxable fixed income securities, and option contracts to hedge market value risk associated with convertible securities. Generally, we do not hedge all of our interest rate risk. In addition, these hedging strategies may not work in all market environments and as a result may not be effective in mitigating interest rate and market value risk, especially when market volatility reduces the correlation between a hedging vehicle and the securities inventory being hedged.

There are risks inherent in our use of these products, including counterparty exposure and basis risk. Counterparty exposure refers to the risk that the amount of collateral in our possession on any given day may not be sufficient to fully cover the current value of the swaps if a counterparty were to suddenly default. Basis risk refers to risks associated with swaps where changes in the value of the swaps may not exactly mirror changes in the value of the cash flows they are hedging. We may incur losses from our exposure to derivative interest rate products and the increased use of these products in the future.


The use of estimates and valuations in measuring fair value involve significant estimation and judgment by management.

We make various estimates that affect reported amounts and disclosures. Broadly, those estimates are used in measuring fair value of certain financial instruments, investments in private companies, accounting for goodwill and intangible assets, establishing provisions for potential losses that may arise from litigation, and regulatory proceedings and tax examinations. Estimates are based on available information and judgment. Therefore, actual results could differ from our estimates and that difference could have a material effect on our consolidated financial statements. With respect to accounting for goodwill, we complete our annual goodwill and intangible asset impairment testing in the fourth quarter of each year or earlier if impairment indicators are present. Impairment charges resulting from this valuation analysis could materially adversely affect our results of operations. In 2016, we recorded an $82.9 million non-cash impairment charge to reduce the carrying value of the goodwill associated with our Asset Management segment following significant net client outflows of AUM in 2016, primarily from our value equity strategies, due to investment performance below benchmarks and an extended cycle of investors favoring passive investment vehicles over active management. Throughout 2017, our Asset Management segment experienced a further decline in profitability as revenues decreased in product offerings with higher management fees, which was not fully offset with earnings from new product offerings. As a result, we identified impairment indicators in the third quarter of 2017 related to our Asset Management segment, and performed an interim goodwill impairment test as of July 31, 2017, which resulted in a non-cash goodwill impairment charge of $114.4 million.

Financial instruments and other inventory positions owned, and financial instruments and other inventory positions sold but not yet purchased, are recorded at fair value, and unrealized gains and losses related to these financial instruments are reflected on our consolidated statements of operations. The fair value of a financial instrument is the amount at which the instrument could be exchanged in a transaction between market participants at the measurement date. Where available, fair value is based on observable market prices or parameters or derived from such prices or parameters. Where observable prices or inputs are not available, valuation models are applied. These valuation techniques involve management estimation and judgment, the degree of which is dependent on the price transparency for the instruments or market and the instruments' complexity. Difficult market environments, such as those experienced in 2008, may cause financial instruments to become substantially more illiquid and difficult to value, increasing the use of valuation models. Our future results of operations and financial condition may be adversely affected by the valuation adjustments that we apply to these financial instruments.

Investments in private companies are valued based on an assessment of each underlying security, considering rounds of financing, third party transactions and market-based information, including comparable company transactions, trading multiples (e.g., multiples of revenue and EBITDA) and changes in market outlook, among other factors. These valuation techniques require significant management estimation and judgment.

Human Capital Risk

Our business is a human capital business, and, therefore, our future financial condition and results of operations are significantly dependent upon our employees and their actions. Our success is dependent upon the skills, expertise, and performance of our employees. Human capital risks represent the risks posed if we fail to attract and retain qualified individuals who are motivated to serve the best interests of our clients, thereby serving the best interests of our company, as well as the risks posed if our culture fails to encourage such behavior. Human capital risk is also present where we fail to detect and prevent employees from acting contrary to our policies and procedures, including when these failures might lead to reputational damage for our firm. The following are those human capital risk factors that we have identified as posing the most significant risks to us.

Our ability to attract, develop and retain highly skilled and productive employees, develop the next generation of our business leadership, and instill and maintain a culture of ethics is critical to the success of our business.

Historically, the market for qualified employees within the financial services industry has been marked by intense competition, and the performance of our business may suffer to the extent we are unable to attract and retain employees effectively, particularly given the relatively small size of our company and our employee base compared to some of our competitors and the geographic locations in which we operate. The primary sources of revenue in each of our business lines are commissions and fees earned on advisory and underwriting transactions and customer accounts managed by our employees, who have historically been recruited by other firms and in certain cases are able to take their client relationships with them when they change firms. Some specialized areas of our business are operated by a relatively small number of employees, the loss of any of whom could jeopardize the continuation of that business following the employee's departure.departure, which could adversely affect our results of operations.

Further, recruiting and retention success often depends on the ability to deliver competitive compensation, and we may be at a disadvantage to some competitors given our size and financial resources. Our inability or unwillingness to meet compensation needs or demands may result in the loss of some of our professionals or the inability to recruit additional professionals at

compensation levels that are within our target range for compensation and benefits expense. Our ability to retain and recruit also may be hindered if we limit our aggregate annual compensation and benefits expense as a percentage of annual net revenues.

An inabilityA vibrant and ethical corporate culture is critical to readily divest trading positions may resultensuring that our employees put our clients’ interests first and are able to identify and manage potential conflicts of interest, while also creating an environment in financial losses to our business.

Timely divestiturewhich each of our trading positions, including equity, fixed incomeemployees feel empowered to develop and other securities positions, can be impairedpursue their full potential. Our expectations for our corporate culture and ethics are instilled and maintained by decreased trading volume, increased price volatility, rapid changes in interest rates, concentrated trading positions, limitations on the ability to divest positions in highly specialized or structured transactions"tone at the top" set by our management and changes in industry and government regulations. This is true both for customer transactions that we facilitate as well as proprietary trading positions that we maintain. While we hold a security, we are vulnerable to valuation fluctuations and may experience financial losses to the extent the valueboard of the security decreases and we are unable to timely divest or hedge our trading position in that security. The value may decline as a result of many factors, including issuer-specific, market or geopolitical events. In addition, in times of market uncertainty, the inability to transfer inventory positions may have an impact on our liquidity as funding sources generally decline and we are unable to pledge the underlying security as collateral. Our liquidity may also be impacted if we choose to facilitate liquidity for specific products and voluntarily increase our inventory positions in order to do so, exposing ourselves to greater market risk and potential financial losses from the reduction in value of illiquid positions.

In addition, reliance on revenues from hedge funds and hedge fund advisors, which are less regulated than many investment company and advisor clients, may expose us to greater risk of financial loss from unsettled trades than is the case with other types of institutional investors. Concentration of risk may result in losses to us even when economic and market conditions are generally favorable for othersdirectors. Lapses in our industry.corporate culture could lead to reputational damage or employee loss, either of which could adversely affect our results of operations.

Our businesses, profitabilitybusiness success depends in large part on the strategic decisions made by our leadership team, and liquidity may be adversely affectedthe business plans developed and implemented by deterioration in the credit quality of, or defaults by, third parties who owe us money, securities or other assets.

The nature of our businesses exposes ussenior business leaders. Our ability to the risk that third parties who owe us money, securities or other assets will not perform their obligations. These parties may default on their obligations to us due to bankruptcy, lack of liquidity, operational failure or other reasons. Deterioration in the credit quality of securities or obligations we hold could result in lossesidentify, develop, and adversely affectretain future senior business leaders, and our ability to rehypothecate or otherwise use those securities or obligationsdevelop and implement successful succession plans for liquidity purposes. A significant downgrade in the credit ratings of our counterparties could also have a negative impact on our results. Default rates, downgradesCEO and disputes with

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counterparties as to the valuation of collateral tend to increase in times of market stress and illiquidity. Although we review credit exposures to specific clients and counterparties and to specific industries that we believe may present credit concerns, default risk may arise from events or circumstances that are difficult to detect or foresee. Also, concerns about, or a default by, one institution generally leads to losses, significant liquidity problems, or defaults by other institutions, which in turn adversely affects our business.

Particular activities or products within our business expose us to increased credit risk, including inventory positions, interest rate swap contracts with customer credit exposure, counterparty risk with two major financial institutions related to customer interest rate swap contracts without customer credit exposure, investment banking and advisory fee receivables, customer margin accounts, and trading counterparty activities related to settlement and similar activities. With respect to interest rate swap contracts with customer credit exposure, we have retained the credit exposure with five public finance counterparties totaling $24.4 million at December 31, 2015 as part of our matched-book interest rate swap program. In the event of a termination of the contract, the counterparty would owe us the applicable amount of the credit exposure. If our counterpartyleadership team, is unable to make its payment to us, we would still be obligated to pay our hedging counterparty, resulting in credit losses. Non-performance by our counterparties, clients and others, including with respectcritical to our inventory positions, interest rate swap contracts with customer credit exposures and our merchant banking debt investments could result in losses, potentially material, and thus have a significant adverse effect on our businessfuture success and results of operations.

AnOur inability to access capital readily or on terms favorable to us could impaireffectively integrate and retain personnel in connection with our ability to fund operations and could jeopardizeacquisitions may adversely affect our financial condition and results of operations.

Liquidity, or ready accessWe invest time and resources in carefully assessing opportunities for acquisitions, and we have made acquisitions in the past several years to funds, is essential tobroaden the scope and depth of our business. Several large financial institutions failed or merged with others duringhuman capital in various businesses. Despite diligence and integration planning, acquisitions still present certain risks, including the credit crisis following significant declinesdifficulties in asset values in securities held by these institutions,integrating and during 2011, a financial institution failed due to liquidity issues related to the European sovereign debt crisis. To fund our business, we rely on commercial paperbringing together different work cultures and bank financing as well as other funding sources such as the repurchase markets. Our bank financing includes uncommitted credit lines, which could become unavailable to us on relatively short notice. In an effort to mitigate this funding risk, we renewed a $250 million committed credit facilityemployees, and retaining those employees for the seventh consecutive yearperiod of time necessary to realize the anticipated benefits of the acquisition. Difficulties in 2015. We also have $175 million of unsecured notes. The notes consist of two classes, with $125 million maturing in October 2018integrating our acquisitions, including attracting and $50 million maturing in May 2017. In orderretaining talent to further diversify our short-term funding needs, we also continue to maintain three commercial paper programs inrealize the amounts of $300 million, $150 million, and $125 million.

Our access to funding sources, particularly uncommitted funding sources, could be hindered by many factors, and manyexpected benefits of these factors we cannot control, such as economic downturns, the disruption of financial markets, the failure or consolidation of other financial institutions, negative news about the financial industry generally or us specifically. We could experience disruptions with our credit facilities in the future, including the loss of liquidity sources and/or increased borrowing costs, if lenders or investors develop a negative perception of our short- or long-term financial prospects, which could result from decreased business activity. Our liquidity also could be impacted by the activities resulting in concentration of risk, including proprietary activities from long-term investments and/or investments in specific markets or products without liquidity. Our access to fundsacquisitions, may be impaired if regulatory authorities take significant action against us, or if we discover that one of our employees has engaged in serious unauthorized or illegal activity.

In the future, we may need to incur debt or issue equity in order to fund our working capital requirements, as well as to execute our growth initiatives that may include acquisitions and other investments. Similarly, our access to funding sources may be contingent upon terms and conditions that may limit or restrict our business activities and growth initiatives. For example, the unsecured notes discussed above include covenants that, among other things, limit our leverage ratio and require maintenance of certain levels of tangible net worth, regulatory net capital, and operating cash flow to fixed charges.

Lastly, we currently do not have a credit rating, which could adversely affect our liquidityfinancial condition and competitive position by increasing our borrowing costs and limiting access to sourcesresults of liquidity that require a credit rating as a condition to providing funds.operations.

Concentration of risk increases the potential for significant losses.Operational Risk

ConcentrationOperational risk is the risk of loss, or damage to our reputation, resulting from inadequate or failed processes, people and systems or from external events. Such loss or reputational damage could negatively impact our future financial condition and results of operations. The following are those operational risk increasesfactors that we have identified as posing the potential formost significant losses in our sales and trading, proprietary trading, merchant banking and underwriting businesses. We have committed capitalrisks to these businesses, and we may take substantial positions in particular types of securities and/or issuers. This concentration of risk may cause us to suffer losses even when economic and market conditions are generally favorable for our competitors. Further, disruptions in the credit markets can make it difficult to hedge exposures effectively and economically.us.

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Our information and technology systems, including outsourced systems, are critical components of our operations, and failure of those systems or other aspects of our operations infrastructure may disrupt our business, cause financial loss and constrain our growth.

We typically transact thousands of securities trades on a daily basis across multiple markets. Our data and transaction processing, custody, financial, accounting and other technology and operating systems are essential to this task. A system malfunction (due to hardware failure, capacity overload, security incident, data corruption, etc.) or mistake made relating to the processing of transactions could result in financial loss, liability to clients, regulatory intervention, reputational damage and constraints on our ability to grow. We outsource

In 2017, we made the strategic decision to move to a substantial portionfully disclosed model for all of our previously self clearing broker dealer operations. In a fully disclosed model, we act as an introducing broker for most customer transactions and rely on a clearing broker dealer to handle clearance and settlement of our customers' securities transactions. We completed this conversion in August 2017. Upon converting to a fully disclosed clearing model, the clearing services provided by the clearing broker dealer, Pershing, will be critical data processing activities, including trade processingto our business operations, and back office data processing. For example,similar to other important outsourced operations, any failure by the clearing agent with respect to the services we have entered into contracts with Broadridge Financial Solutions, Inc. ("Broadridge"), pursuantwill rely on it to which Broadridge handlesprovide could significantly disrupt and negatively impact our tradeoperations and back office processing, and Unisys Corporation ("Unisys"), pursuant to which Unisys supports our data center and helpdesk needs.financial results. We also contract with third parties for market data services, which constantly broadcast news, quotes, analytics and other relevant information to our employees. We contract withemployees, as well as other vendors to produce and mail our customer statements and to provide other services.critical data processing activities. In the event that any of these service providers fails to adequately perform such services or the relationship between that service provider and us is terminated, we may experience a significant disruption in our operations, including our ability to timely and accurately process transactions or maintain complete and accurate records of those transactions.

Adapting or developing our technology systems to meet new regulatory requirements, client needs, geographic expansion and industry demands also is critical for our business. Introduction of new technologies present new challenges on a regular basis. We have an ongoing need to upgrade and improve our various technology systems, including our data and transaction processing, financial, accounting, risk management, compliance, and trading systems. This need could present operational issues or require significant capital spending. It also may require us to make additional investments in technology systems and may require us to reevaluate the current value and/or expected useful lives of our technology systems, which could negatively impact our results of operations.

A disruption in the infrastructure that supports our business due to fire, natural disaster, health emergency (for example, a disease pandemic), power or communication failure, act of terrorism or war may affect our ability to service and interact with our clients. If we are not able to implement contingency plans effectively, any such disruption could harm our results of operations.

Protection of our sensitive and confidential information is critical to our operations, and failure of those systems may disrupt our business, damage our reputation, and cause financial losses.

Our clients routinely provide us with sensitive and confidential information. Secure processing, storage and transmission of confidential and other information in our internal and outsourced computer systems and networks is critically important to our business. We take protective measures and endeavor to modify them as circumstances warrant. However, our computer systems, software and networks, and those of our clients, vendors, service providers, counterparties and other third parties, may be vulnerable to unauthorized access, cyberattacks, security breaches, computer viruses or other malicious code, inadvertent, erroneous or intercepted transmission of information (including by e-mail), human error, and other events that could have an information security impact. We work with our employees, clients, vendors, service providers, counterparties and other third parties to develop secure transmission capabilities and implement measures designed to protect against these events,such an event, but we may not be able to fully protect against such an event, and do not have, and may be unable to put in place, secure capabilities with all of these third parties and we may not be able to ensure that these third parties have appropriate controls in place to protect the confidentiality of the information. If one or more of such events occur, this potentially could jeopardize our or our clients' or counterparties' confidential and other information processed and stored in, and transmitted through, our computer systems and networks, or those of third parties, or otherwise cause interruptions or malfunctions in our, our clients', our counterparties' or third parties' operations. We may be required to expend significant additional resources to modify our protective measures or to investigate and remediate vulnerabilities or other exposures, and we may be subject to reputational harm as well as litigation, regulatory penalties, and financial losses that are either not insured against or not fully covered through any insurance maintained by us.

A disruption in the infrastructure that supportsfailure to protect our business due to fire, natural disaster, health emergency (for example, a disease pandemic), power or communication failure, act of terrorism or war may affectcomputer systems, networks and information, and our clients' information, against cyber attacks, data breaches, and similar threats could impair our ability to conduct our businesses, result in the disclosure, theft or destruction of confidential information, damage our reputation and cause significant financial and legal exposure.

Our operations rely on the secure processing, storage and transmission of confidential and other information in our computer systems and networks. There have been several highly publicized cases involving financial services companies, consumer-based companies and other companies, as well as governmental and political organizations, reporting breaches in the security of their websites, networks or other systems. We have not been immune from such events. Some of the publicized breaches have involved sophisticated and targeted attacks intended to obtain unauthorized access to confidential information, destroy data, disrupt or degrade service, sabotage systems or cause other damage, including through the introduction of computer viruses or malware, cyberattacks and interactother means. There have also been several highly publicized cases where hackers have requested "ransom" payments in exchange for not disclosing customer information.

A successful penetration or circumvention of the security of our systems could cause serious negative consequences for us, including significant disruption of our operations and those of our clients, customers and counterparties; misappropriation of our confidential information or that of our clients, customers, counterparties or employees; or damage to our computers or systems and those of our clients, customers and counterparties; and could result in violations of applicable privacy and other laws, financial loss to us or to our customers, loss of confidence in our security measures, customer dissatisfaction, significant litigation exposure and reputational harm, all of which could have a material adverse effect on us.

We must continuously monitor and develop our systems to protect our technology infrastructure and data from misappropriation or corruption. Despite our efforts to ensure the integrity of our systems and information, we have not been and may not be able to anticipate, detect or implement effective preventive measures against all cyber threats, especially because the techniques used are increasingly sophisticated, change frequently, and are often not recognized until months after the attack. Cyber attacks can originate from a variety of sources, including third parties who are affiliated with foreign governments or employees acting negligently or in a manner adverse to our interests. Third parties may seek to gain access to our systems either directly or using equipment or security passwords belonging to employees, customers, third party service providers or other users of our systems. In addition, due to our interconnectivity with third party vendors, central agents, exchanges, clearing houses and other financial institutions, we could be adversely impacted if any of them is subject to a successful cyber attack or other information security event.

Although we take protective measures and endeavor to modify them as circumstances warrant, our computer systems, software and networks have been and may be vulnerable to unauthorized access, misuse, computer viruses or other malicious code and other events that could have a security impact. We may be required to expend significant additional resources to modify our protective measures or to investigate and remediate vulnerabilities, exposures, or information security events. Due to the complexity

and interconnectedness of our systems, the process of enhancing our protective measures can itself create a risk of systems disruptions and security issues.

The increased use of cloud technologies can heighten these and other operational risks. Certain aspects of the security of such technologies are unpredictable or beyond our control, and this lack of transparency may inhibit our ability to discover a failure by cloud service providers to adequately safeguard their systems and prevent cyber attacks that could disrupt our operations and result in misappropriation, corruption or loss of confidential and other information. In addition, there is a risk that encryption and other protective measures, despite their sophistication, may be defeated, particularly to the extent that new computing technologies vastly increase the speed and computing power available.

Risk management processes may not fully mitigate exposure to the various risks that we face.

We refine our risk management techniques, strategies and assessment methods on an ongoing basis. However, risk management techniques and strategies, both ours and those available to the market generally, may not be fully effective in identifying and mitigating our risk exposure in all economic market environments or against all types of risk. For example, we may fail to identify or anticipate particular risks that our systems are capable of identifying, or the systems that we use, and that are used within the industry generally, may not be capable of identifying certain risk, or every economic and financial outcome, or the specifics and timing of such outcomes. In addition, our risk management techniques and strategies seek to balance our ability to profit from our market-making and investing positions with our clients. If weexposure to potential losses. Some of our strategies for managing risk are based upon our use of observed historical market behavior. We apply statistical and other tools to these observations to quantify our risk exposure. Any failures in our risk management techniques and strategies to accurately quantify our risk exposure could limit our ability to manage risks. In addition, any risk management failures could cause our losses to be significantly greater than the historical measures indicate. Further, our quantified modeling does not abletake all risks into account. Our more qualitative approach to implement contingency plans effectively, any such disruptionmanaging those risks could harm our results of operations.prove insufficient, exposing us to material unanticipated losses.

LegislativeThe financial services industry and regulatory proposalsthe markets in which we operate are subject to systemic risk that could significantly curtail the revenue from certain products that we currently provide.adversely affect our business and results.

Proposed changesParticipants in laws or regulations relating to our business could decrease, perhaps significantly, the revenue that we receive from certain products orfinancial services that we provide. For example, federal law currently allows investors in debt issuances by governmentindustry and non-profit entities to exclude the bond interest for federal income tax purposes, resulting in lower interest expense for the issuer as compared to a taxable financing. In recent years, federal lawmakers have presented various proposals to limit or eliminate the tax-exempt status of this bond interest. Our public finance investment banking business receives significant revenuesmarkets increasingly are closely interrelated as a result of underwriting activitycredit, trading, clearing, technology and other relationships between them. A significant adverse development with one participant (such as a bankruptcy or default) may spread to others and lead to significant concentrated or market-wide problems (such as defaults, liquidity problems or losses) for other participants, including us. This systemic risk was evident during 2008 following the demise of Bear Stearns and Lehman Brothers, and the resulting events (sometimes described as "contagion") had a negative impact on the remaining industry participants, including us. Further, the control and risk management infrastructure of the markets in connectionwhich we operate often is outpaced by financial innovation and growth in new types of securities, transactions and markets. Systemic risk is inherently difficult to assess and quantify, and its form and magnitude can remain unknown for significant periods of time.

Failure to maintain effective internal controls in accordance with debt issuances by governmentSection 404 of the Sarbanes-Oxley Act could materially affect our business.

We have documented and non-profit clients, primarily on a tax-exempt basis. Also, a significant percentagetested our internal control procedures in order to satisfy the requirements of Section 404 of the Sarbanes-Oxley Act, which requires annual management assessments of the effectiveness of our securities inventory — both positions held for client activityinternal controls over financial reporting and a report by our own proprietary trading positions — consistindependent auditors regarding our internal control over financial reporting. We are in compliance with Section 404 of municipal securities. Any reductionthe Sarbanes-Oxley Act as of December 31, 2017. However, if we fail to maintain the adequacy of our internal controls, as such standards are modified, supplemented or eliminationamended from time to time, we may not be able to ensure that we can conclude on an ongoing basis that we have effective internal controls over financial reporting in accordance with Section 404 of tax-exempt bond interestthe Sarbanes-Oxley Act. Failure to maintain an effective internal control environment could materially adversely affect our business.
Legal and Regulatory Risk

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non-compliance with applicable legal and regulatory requirements and the loss to our reputation we may suffer as a result of failure to comply with laws, regulations, rules, related self-regulatory organization standards and codes of conduct applicable to our business activities. It also includes the risk that legislation could reduce or eliminate certain business activities that we are currently engaged in, which could negatively impact the value of the municipal securities we hold in our securities inventory as well as our public finance investment banking business more generally, which would negatively impact thefuture financial condition or results of operations for these businesses.operation. The following are those legal and regulatory risk factors that we have identified as posing the most significant risks to us.


Our exposure to legal liability is significant, and could lead to substantial damages.

We face significant legal risks in our businesses. These risks include potential liability under securities laws and regulations in connection with our capital markets, asset management and other businesses. The volume and amount of damages claimed in litigation, arbitrations, regulatory enforcement actions and other adversarial proceedings against financial services firms have increased in recent years.remains intense. Our experience has been that adversarial proceedings against financial services firms typically increase during and following a market downturn. We also are subject to claims from disputes with our employees and our former employees under various circumstances. Risks associated with legal liability often are difficult to assess or quantify and their existence and magnitude can remain unknown for significant periods of time, making the amount of legal reserves related to these legal liabilities difficult to determine and subject to future revision. Legal or regulatory matters involving our directors, officers or employees in their individual capacities also may create exposure for us because we may be obligated or may choose to indemnify the affected individuals against liabilities and expenses they incur in connection with such matters to the extent permitted under applicable law. In addition, like other financial services companies, we may face the possibility of employee fraud or misconduct. The precautions we take to prevent and detect this activity may not be effective in all cases and there can be no assurance that we will be able to deter or prevent fraud or misconduct. Exposures from and expenses incurred related to any of the foregoing actions or proceedings could have a negative impact on our results of operations and financial condition. In addition, future results of operations could be adversely affected if reserves relating to these legal liabilities are required to be increased or legal proceedings are resolved in excess of established reserves.

Our inability to identify and address actual, potential, or perceived conflicts of interest may negatively impact our reputation and have a material adverse effect on our business.

We regularly address actual, potential or perceived conflicts of interest in our business, including situations where our services to a particular client or our own investments or other interests conflict, or are perceived to conflict, with the interests of another client. Appropriately identifying and dealing with conflicts of interest is complex and difficult, and we face the risk that our current policies, controls and procedures do not timely identify or appropriately manage such conflicts of interest. It is possible that actual, potential or perceived conflicts could give rise to client dissatisfaction, litigation or regulatory enforcement actions. Our reputation could be damaged if we fail, or appear to fail, to deal appropriately with potential or actual conflicts of interest. Client dissatisfaction, litigation, or regulatory enforcement actions arising from a failure to adequately deal with conflicts of interest, and the reputational harm suffered as a consequence, could have a material adverse effect on our business.

Our business is subject to extensive regulation in the jurisdictions in which we operate, and a significant regulatory action against our company may have a material adverse financial effect oron, cause significant reputational harm to, or result in other collateral consequences for our company.

As a participant in the financial services industry, we are subject to complex and extensive regulation of many aspects of our business by U.S. federal and state regulatory agencies, self-regulatory organizations (including securities exchanges) and by foreign governmental agencies, regulatory bodies and securities exchanges. Specifically, our operating subsidiaries include broker dealer and related securities entities organized in the United States, the United Kingdom, and Hong Kong, China.Kong. Each of these entities is registered or licensed with the applicable local securities regulator and is subject to all of the applicable rules and regulations promulgated by those authorities. In addition, our asset management subsidiaries, ARI, PJIM, and PJC Capital Partners LLC, as well as Piper Jaffray & Co., are registered as investment advisersadvisors with the SEC and subject to the regulation and oversight by the SEC.SEC, and we have an additional asset management subsidiary subject to regulation in Guernsey.

Generally, the requirements imposed by our regulators are designed to ensure the integrity of the financial markets and to protect customers and other third parties who deal with us. These requirements are not designed to protect our shareholders. Consequently, broker dealer regulations often serve to limit our activities, through net capital, customer protection and market conduct requirements and restrictions on the businesses in which we may operate or invest. We also must comply with asset management regulations, including requirements related to fiduciary duties to clients, recordkeepingrecord-keeping and reporting and customer disclosures. Compliance with many of these regulations entails a number of risks, particularly in areas where applicable regulations may be newer or unclear. In addition, regulatory authorities in all jurisdictions in which we conduct business may intervene in our business and we and our employees could be fined or otherwise disciplined for violations or prohibited from engaging in some of our business activities.


15


Our business also subjects us to the complex income and payroll tax laws of the national and local jurisdictions in which we have business operations, and these tax laws may be subject to different interpretations by the taxpayer and the relevant governmental taxing authorities. We must make judgments and interpretations about the application of these inherently complex tax laws when determining the provision for income and other taxes. We are subject to contingent tax risk that could adversely affect our results of operations, to the extent that our interpretations of tax laws are disputed upon examination or audit, and are settled in amounts in excess of established reserves for such contingencies.

The effort to combat money laundering also has become a high priority in governmental policy with respect to financial institutions. The obligation of financial institutions, including ourselves, to identify their customers, watch for and report suspicious transactions, respond to requests for information by regulatory authorities and law enforcement agencies, and share information with other financial institutions, has required the implementation and maintenance of internal practices, procedures and controls which have increased, and may continue to increase, our costs. Any failure with respect to our programs in this area could subject us to serious regulatory consequences, including substantial fines, and potentially other liabilities. In addition, our international operations require compliance with anti-bribery laws, including the Foreign Corrupt Practices Act and the U.K. Bribery Act 2010. These laws generally prohibit companies and their intermediaries from engaging in bribery or making other improper payments to foreign officials for the purpose of obtaining or retaining business or gaining an unfair business advantage. While our employees and agents are required to comply with these laws, we cannot ensure that our internal control policies and procedures will always

protect us from intentional, reckless or negligent acts committed by our employees or agents, which acts could subject our company to fines or other regulatory consequences.consequences that could disrupt our operations and negatively impact our results of operations.

Risk management processes may not fully mitigate exposure toLegislative and regulatory proposals could significantly curtail the various risksrevenue from certain products that we face, including market risk, liquidity risk and credit risk.currently provide or otherwise have a material adverse effect on our results of operations.

We refineProposed changes in laws or regulations relating to our risk management techniques, strategies and assessment methodsbusiness could decrease, perhaps significantly, the revenue that we receive from certain products or services that we provide, or otherwise have a material adverse effect on an ongoing basis. However, risk management techniques and strategies, both ours and those available to the market generally, may not be fully effective in mitigating our risk exposure in all economic market environments or against all typesresults of risk.operations. For example, we may failthe Tax Reform Act reduced the federal income tax rates paid by U.S. corporations, and limited certain other tax deductions that U.S. corporations can take. Although the reduction in overall corporate tax rates will generally be positive for our results of operations, it did cause us to identify or anticipate particular risks thatincur a one-time, non-cash tax charge of $54.2 million in the fourth quarter of 2017 reflecting a remeasurement of our systems are capableexisting deferred tax assets as the federal corporate tax rate declined from 35 percent to 21 percent. In addition, other provisions in the Tax Reform Act will limit the amount of identifying, or the systemscompensation paid to our executive officers that we use, andwill be able to deduct for tax purposes in future periods. Lastly, the Tax Reform Act eliminated the tax-exemption for advance refunding bonds, which are bonds issued by local or state governments to refinance outstanding bonds before the original bonds are callable in order to take advantage of lower borrowing costs. To the extent that are used withinthis elimination of tax-exemption, or any other component of legislation that may be enacted in the industry generally, may notfuture (whether at the local, state, or federal level), reduces the total amount of issuances or other financing activities for which we compete, our results of operations could be capableadversely affected.
The business operations that we conduct outside of identifying certain risk, or every economic and financial outcome, or the specifics and timing of such outcomes. In addition, our risk management techniques and strategies seek to balance our ability to profit from our market-making and investing positions with our exposure to potential losses. Some of our strategies for managing risk are based upon our use of observed historical market behavior. We apply statistical and other tools to these observations to quantify our risk exposure. Any failures in our risk management techniques and strategies to accurately quantify our risk exposure could limit our ability to manage risks. In addition, any risk management failures could cause our losses to be significantly greater than the historical measures indicate. Further, our quantified modeling does not take all risks into account. Our more qualitative approach to managing those risks could prove insufficient, exposingUnited States subject us to material unanticipated losses.unique risks.

Use of derivative instruments as part of our financial risk management techniques may not effectively hedgeTo the extent that we conduct business outside the United States, for example in Asia and Europe, we are subject to risks, associated with activities in certain of our businesses.

We use interest rate swaps, interest rate locks, credit default swap index contracts and option contracts as a means to manage risk in certain inventory positions and to facilitate customer transactions. With respect to risk management, we enter into derivative contracts to hedge interest rate and market value risks associated with our security positions, including, fixed income inventory positions we hold both for facilitating client activity as well as for our own proprietary trading operations. The instruments use interest rates based upon the Municipal Market Data (“MMD”), LIBOR or SIFMA index. We also enter into credit default swap index contracts to hedge risks associated with our taxable fixed income securities, and option contracts to hedge market value risk associated with convertible securities and mortgage-backed securities. Generally, we do not hedge all of our interest rate risk. In addition, these hedging strategies may not work in all market environments and as a result may not be effective in mitigating interest rate and market value risk, especially when market volatility reduces the correlation between a hedging vehicle and the securities inventory being hedged.

There are risks inherent in our use of these products, including counterparty exposure and basis risk. Counterparty exposure refers towithout limitation, the risk that we will be unable to provide effective operational support to these business activities, the amountrisk of collateralnoncompliance with foreign laws and regulations, and the general economic and political conditions in our possession on any given daycountries where we conduct business, which may not be sufficient to fully cover the current value of the swaps if a counterparty were to suddenly default. Basis risk refers to risks associated with swaps where changesdiffer significantly from those in the value of the swaps may not exactly mirror changesUnited States. In January 2018, new regulations adopted in the valueEuropean Union require the unbundling of equity trading and research fees, among other requirements. While we expect the cash flows they are hedging. Weimpact of such regulations on our equity institutional business to be relatively modest, differing regulatory requirements in international jurisdictions may incur losses from our exposure to derivative interest rate products and the increased use of these productsaffect markets in the future.


16


The use of estimates and valuations in measuring fair value involve significant estimation and judgment by management.

We make various estimates that affect reported amounts and disclosures. Broadly, those estimates are used in measuring fair value of certain financial instruments, investments in private companies, accounting for goodwill and intangible assets, establishing provisions for potential losses that may arise from litigation, and regulatory proceedings and tax examinations. Estimates are based on available information and judgment. Therefore, actual results could differ from our estimates and that difference could have a material effect on our consolidated financial statements.

Financial instruments and other inventory positions owned, and financial instruments and other inventory positions sold but not yet purchased, are recorded at fair value, and unrealized gains and losses related to these financial instruments are reflected on our consolidated statements of operations. The fair value of a financial instrument is the amount at which the instrument could be exchanged in a transaction between market participants at the measurement date. Where available, fair value is based on observable market prices or parameters or derived from such prices or parameters. Where observable prices or inputs are not available, valuation models are applied. These valuation techniques involve management estimation and judgment, the degree of which is dependent on the price transparency for the instruments or market and the instruments' complexity. Difficult market environments, such as those experienced in 2008, may cause financial instruments to become substantially more illiquid and difficult to value, increasing the use of valuation models. Our future results of operations and financial condition may be adversely affected by the valuation adjustments that we apply to these financial instruments.

Investments in private companies are valued based on an assessment of each underlying security, considering rounds of financing, third party transactions and market-based information, including comparable company transactions, trading multiples (e.g., multiples of revenue and earnings before interest, taxes, depreciation and amortization ("EBITDA")) and changes in market outlook, among other factors. These valuation techniques require significant management estimation and judgment.

The financial services industry and the markets in which we operate are subject to systemic risk that could adversely affect our business and results.

Participants in the financial services industry and markets increasingly are closely interrelated as a result of credit, trading, clearing, technology and other relationships between them. A significant adverse development with one participant (such as a bankruptcy or default) may spread to others and lead to significant concentrated or market-wide problems (such as defaults, liquidity problems or losses) for other participants, including us. This systemic risk was evident during 2008 following the demise of Bear Stearns and Lehman Brothers, and the resulting events (sometimes described as “contagion”) had a negative impact on the remaining industry participants, including us. Further, the control and risk management infrastructure of the markets in which we operate often is outpaced by financial innovation and growth in new types of securities, transactions and markets. Systemic risk is inherently difficult to assess and quantify, and its form and magnitude can remain unknown for significant periods ofUnited States over time.

Regulatory capital requirements may limit our ability to expand or maintain our present levels of business or impair our ability to meet our financial obligations.

We are subject to the SEC's uniform net capital rule (Rule 15c3-1) and the net capital rule of FINRA, which may limit our ability to make withdrawals of capital from Piper Jaffray & Co., our U.S. broker dealer subsidiary. The uniform net capital rule sets the minimum level of net capital a broker dealer must maintain and also requires that a portion of its assets be relatively liquid. FINRA may prohibit a member firm from expanding its business or paying cash dividends if resulting net capital falls below its requirements. Underwriting commitments require a charge against net capital and, accordingly, our ability to make underwriting commitments may be limited by the requirement that we must at all times be in compliance with the applicable net capital regulations.

As Piper Jaffray Companies is a holding company, it depends on dividends, distributions and other payments from our subsidiaries to fund its obligations. The regulatory restrictions described above may impede access to funds our holding company needs to make payments on any such obligations.

Other Risks to Our Shareholders

We may change our dividend policy at any time and there can be no assurance that we will continue to declare cash dividends.

Beginning in fiscal year 2017, we began paying quarterly and annual cash dividends to our shareholders in order to return between 30 percent and 50 percent of our adjusted net income from each fiscal year to shareholders. Although we expect to pay dividends to our shareholders in accordance with our dividend policy, we have no obligation to pay any dividend, and our dividend policy may change at any time without notice. The declaration and payment of dividends is at the discretion of our board of directors in accordance with applicable law after taking into account various factors, including our financial condition, operating results, current and anticipated cash needs, limitations imposed by our indebtedness, legal requirements and other factors that our board of directors deems relevant. As a result, we may not pay dividends at any rate or at all.


Our stock price may fluctuate as a result of several factors, including but not limited to, changes in our revenues, operating results, tangible book value and return on equity.

We have experienced, and expect to experience in the future, fluctuations in the market price of our common stock due to factors that relate to the nature of our business, including but not limited to changes in our revenues, operating results, tangible book value, earnings per share, and return on equity. Our business, by its nature, does not produce steady and predictable earnings on a quarterly basis, which may cause fluctuations in our stock price that may be ablesignificant. Other factors that have affected, and may further affect, our stock price include changes in or news related to compete successfully with other companieseconomic or market events or conditions, changes in market conditions in the financial services industry, who often have significantly greater resources than we do.

The financial services industry remains extremely competitive,including developments in regulation affecting our business, a predominantly passive or quantitative shareholder base among the company's top twenty shareholders, failure to meet the expectations of market analysts, changes in recommendations or outlooks by market analysts, and our revenues and profitability will suffer if we are unableaggressive short selling similar to compete effectively. We compete generally on the basis of such factors as quality of advice and service, reputation, price, product selection, transaction execution and financial resources. Pricing and other competitive pressures in investment banking, including trends toward multiple book runners, co-managers, and multiple financial advisors handling transactions, have continued and could

17


adversely affect our revenues. The trend toward multiple book runners has also been accompanied by an increasing disparitythat experienced in the relative economics between or among book runners, with the senior book runner(s) receiving a large percentage of the economics.

We remain at a competitive disadvantage given our relatively small size compared to some of our competitors. Large financial services firms have a larger capital base, greater access to capital and greater resources than we have, affording them greater capacity for risk and potential for innovation, an extended geographic reach and flexibility to offer a broader set of products. For example, these firms have used their resources and larger capital base to take advantage of growthindustry in international markets and to support their investment banking business by offering credit products to corporate clients, which is a significant competitive advantage. With respect to our fixed income institutional and public finance investment banking businesses, it is more difficult for us to diversify and differentiate our product set, and our fixed income business mix currently is concentrated in the municipal market and to a lesser extent corporate credits and structured mortgage products, potentially with less opportunity for growth than other firms which have grown their fixed income businesses by investing in, developing and offering non-traditional products (e.g., credit default swaps, interest rate products and currencies and commodities).

The business operations that we conduct outside of the United States subject us to unique risks.

To the extent we conduct business outside the United States, for example in Asia and Europe, we are subject to risks including, without limitation, the risk that we will be unable to provide effective operational support to these business activities, the risk of non-compliance with foreign laws and regulations, and the general economic and political conditions in countries where we conduct business, which may differ significantly from those in the United States. With respect to our Asia-based capital markets activity, we facilitated underwritten capital-raising transactions for Asia-based issuers, which may have exposed us to greater underwriting risk in our capital markets business as compared to the U.S., as noted above.2008.

Provisions in our certificate of incorporation and bylaws and of Delaware law may prevent or delay an acquisition of our company, which could decrease the market value of our common stock.

Our certificate of incorporation and bylaws and Delaware law contain provisions that are intended to deter abusive takeover tactics by making them unacceptably expensive to the raider and to encourage prospective acquirors to negotiate with our board of directors rather than to attempt a hostile takeover. These provisions include limitations on our shareholders' ability to act by written consent and to call special meetings. Delaware law also imposes some restrictions on mergers and other business combinations between us and any holder of 15 percent or more of our outstanding common stock. We believe these provisions protect our shareholders from coercive or otherwise unfair takeover tactics by requiring potential acquirors to negotiate with our board of directors and by providing our board of directors with more time to assess any acquisition proposal, and are not intended to make our company immune from takeovers. However, these provisions apply even if the offer may be considered beneficial by some shareholders and could delay or prevent an acquisition that our board of directors determines is not in the best interests of our company and our shareholders.

ITEM 1B.   UNRESOLVED STAFF COMMENTS.

None.

ITEM 2.     PROPERTIES.

As of February 18, 2016,20, 2018, we conducted our operations through 5452 principal offices in 29 states, and the District of Columbia, and in London, Aberdeen, Hong Kong Tokyo and Zurich. All of our offices are leased. Our principal executive office is located at 800 Nicollet Mall, Suite 1000, Minneapolis, Minnesota 55402 and, as of February 18, 2016,20, 2018, comprises approximately 124,000 square feet of space under a lease which expires November 30, 2025, with an early termination option effective January 31, 2022.


18


ITEM 3.     LEGAL PROCEEDINGS.

Due to the nature of our business, we are involved in a variety of legal proceedings (including, but not limited to, those described below).proceedings. These proceedings include litigation, arbitration and regulatory proceedings, which may arise from, among other things, underwriting or other transactional activity, client account activity, employment matters, regulatory examinations of our businesses and investigations of securities industry practices by governmental agencies and self-regulatory organizations. The securities industry is highly regulated, and the regulatory scrutiny applied to securities firms is intense, resulting in a significant number of regulatory investigations and enforcement actions and uncertainty regarding the likely outcome of these matters.

Litigation-related expenses include amounts we reserve and/or pay out as legal and regulatory settlements, awards or judgments, and fines. Parties who initiate litigation and arbitration proceedings against us may seek substantial or indeterminate damages, and regulatory investigations can result in substantial fines being imposed on us. We reserve for contingencies related to legal proceedings at the time and to the extent we determine the amount to be probable and reasonably estimable. However, it is inherently difficult to predict accurately the timing and outcome of legal proceedings, including the amounts of any settlements, judgments or fines. We assess each proceeding based on its particular facts, our outside advisors' and our past experience with similar matters, and expectations regarding the current legal and regulatory environment and other external developments that might affect the outcome of a particular proceeding or type of proceeding. Subject to the foregoing, and except for the legal proceeding described below, we believe, based on our current knowledge, after appropriate consultation with outside legal counsel and taking into account our established reserves, that pending legal actions, investigations and regulatory proceedings, will be resolved with no material adverse effect on our consolidated financial condition, results of operations or cash flows. However, there can be no assurance that our assessments will reflect the ultimate outcome of pending proceedings, and the outcome of any particular matter may be material to our operating results for any particular period, depending, in part, on the operating results for that period and the amount of established reserves. Reasonably possible losses in excess of amounts accrued at December 31, 2017 are not material. We generally have denied, or believe that we have meritorious defenses and will deny, liability in all significant cases currently pending against us, and we intend to vigorously defend such actions.

Municipal Derivatives Litigation

Several class action complaints were brought on behalf of a purported class of state, local and municipal government entities in connection with the bidding or sale of municipal investment contracts and municipal derivative products directly from one of the defendants or through a broker, from January 1, 1992, to the present. The complaints, which have been consolidated into a single nationwide class action entitled In re Municipal Derivatives Antitrust Litigation, MDL No. 1950 (Master Docket No. 08-2516), allege antitrust violations and are pending in the U.S. District Court for the Southern District of New York under the multi-district litigation rules. The consolidated complaint seeks unspecified treble damages under Section 1 of the Sherman Act. Several California municipalities also brought separate class action complaints in California federal court, and approximately eighteen California municipalities and two New York municipalities filed individual lawsuits that are not as part of class actions, all of which have since been transferred to the Southern District of New York and consolidated for pretrial purposes. All three sets of complaints assert similar claims under federal (and for the California and New York plaintiffs, state) antitrust claims. The plaintiffs in the consolidated class action and Piper Jaffray entered into a settlement agreement for In re Municipal Derivatives Antitrust Litigation on February 22, 2016. The settlement is subject to court approval after notice to the class. If approved, Piper Jaffray will be required to pay $9.8 million to settle the MDL class action. Litigation in the separate California and New York cases is ongoing.

ITEM 4.     MINE SAFETY DISCLOSURES.

Not applicable.


19


PART II

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

Our common stock is listed on the New York Stock Exchange under the symbol “PJC.”"PJC." The following table contains historical quarterly high and low sales price information and the amount of dividends declared per common share by our board of directors for the years ended December 31, 20152017 and 2014.2016. On February 18, 2016,20, 2018, the last reported sale price of our common stock was $41.87.$89.80.
2017 Fiscal Year 2016 Fiscal Year
    Dividends     Dividends
2015 Fiscal Year 2014 Fiscal Year  Declared Per   Declared Per
High Low High LowHigh Low Common Share High Low Common Share
First Quarter$58.24
 $51.05
 $45.80
 $37.13
$81.85
 $61.43
 $0.3125
 $50.66
 $31.66
 $
Second Quarter55.39
 43.45
 51.77
 40.30
64.10
 56.55
 0.3125
 50.15
 35.36
 
Third Quarter46.24
 36.17
 56.30
 50.54
65.85
 52.75
 0.3125
 48.70
 36.80
 
Fourth Quarter42.81
 34.40
 59.35
 46.15
87.45
 59.20
 0.3125
 77.80
 47.72
 

Shareholders

We had 15,46213,320 shareholders of record and approximately 27,19326,043 beneficial owners of our common stock as of February 18, 2016.20, 2018.

Dividends

We do not currently payBeginning in 2017, we initiated the payment of a quarterly cash dividend. In the fourth quarter of 2017, our board of directors approved a new dividend policy intended to return between 30 percent and 50 percent of our adjusted net income from the previous fiscal year to shareholders. This will include the addition of an annual special cash dividend, payable in the first quarter of each year. Our board of directors has declared a special cash dividend on the company's common stock of $1.62 per share. This special dividend will be paid on March 15, 2018, to shareholders of record as of the close of business on February 26, 2018. Including this special cash dividend and the regular quarterly dividends totaling $1.25 per share paid during 2017, we will have returned $2.87 per share, or approximately 40 percent of our fiscal year 2017 adjusted net income to shareholders.

In addition, our board of directors has declared a quarterly cash dividend on ourthe company's common stock. stock of $0.375 per share to be paid on March 15, 2018, to shareholders of record as of the close of business on February 26, 2018.

Our board of directors is free to change our dividend policy at any time. Restrictions on our U.S. broker dealer subsidiary’ssubsidiary's ability to pay dividends are described in Note 2524 to the consolidated financial statements included in Part II, Item 8 of this Form 10-K.

Purchases of Equity Securities

The table below sets forth the information with respect to purchases made by or on behalf of Piper Jaffray Companies or any “affiliated purchaser”"affiliated purchaser" (as defined in Rule 10b-18(a)(3) under the Securities Exchange Act of 1934), of our common stock during the quarter ended December 31, 20152017.
     Total Number of Shares Approximate Dollar     Total Number of Shares Approximate Dollar
     Purchased as Part of Value of Shares Yet to be     Purchased as Part of Value of Shares Yet to be
 Total Number of Average Price Publicly Announced Purchased Under the Total Number of Average Price Publicly Announced Purchased Under the
Period Shares Purchased Paid per Share Plans or Programs 
Plans or Programs (1)
 Shares Purchased Paid per Share Plans or Programs 
Plans or Programs (1)
Month #1                  
(October 1, 2015 to October 31, 2015) 
 $
 
 $158
million
(October 1, 2017 to October 31, 2017) 667
 $61.60
 
 $150
million
Month #2                  
(November 1, 2015 to November 30, 2015) 209,672
(2) 
$38.68
 200,960
 $150
million
(November 1, 2017 to November 30, 2017) 4,897
 $73.22
 
 $150
million
Month #3                  
(December 1, 2015 to December 31, 2015) 455,100
(3) 
$40.81
 453,554
 $131
million
(December 1, 2017 to December 31, 2017) 177
 $86.40
 
 $150
million
Total 664,772
 $40.14
 654,514
 $131
million 5,741
 $72.28
 
 $150
million
(1)Effective October 1, 2014,September 30, 2017, our board of directors authorized the repurchase of up to $100.0$150 million of common stock through September 30, 2016, and we repurchased the full amount of this authorization in 2015. Additionally, effective August 14, 2015, our board of directors authorized the repurchase of up to an additional $150.0 million of common stock through September 30, 2017.
(2)
Consists of 200,960 shares of common stock repurchased on the open market pursuant to a 10b5-1 plan established with an independent agent at an average price of $38.79 per share, and 8,712 shares of common stock withheld from recipients of restricted stock to pay taxes upon the vesting of the restricted stock at an average price per share of $36.19.
(3)
Consists of 453,554 shares of common stock repurchased on the open market pursuant to a 10b5-1 plan established with an independent agent at an average price of $40.82 per share, and 1,546 shares of common stock withheld from recipients of restricted stock to pay taxes upon the vesting of the restricted stock at an average price per share of $40.50.
2019.




20


Stock Performance Graph

The following graph compares the performance of an investment in our common stock from December 31, 20102012 through December 31, 2015,2017, with the S&P 500 Index and the S&P 500 Diversified Financials Index. The graph assumes $100 was invested on December 31, 2010,2012, in each of our common stock, the S&P 500 Index and the S&P 500 Diversified Financials Index and that all dividends were reinvested on the date of payment without payment of any commissions. The performance shown in the graph represents past performance and should not be considered an indication of future performance.

FIVE YEAR TOTAL RETURN FOR PIPER JAFFRAY COMPANIES COMMON STOCK,
THE S&P 500 INDEX AND THE S&P DIVERSIFIED FINANCIALS INDEX

Company/Index 12/31/2010 12/31/2011 12/31/2012 12/31/2013 12/31/2014 12/31/2015 12/31/2012 12/31/2013 12/31/2014 12/31/2015 12/31/2016 12/31/2017
Piper Jaffray Companies 100
 57.70
 91.77
 112.97
 165.92
 115.40
 100
 123.09
 180.80
 125.74
 225.65
 273.68
S&P 500 Index 100
 102.11
 118.45
 156.82
 178.29
 180.75
 100
 132.39
 150.51
 152.59
 170.84
 208.14
S&P 500 Diversified Financials 100
 69.97
 98.89
 139.82
 162.98
 148.15
 100
 141.39
 164.81
 149.81
 180.60
 225.55


21


ITEM 6.     SELECTED FINANCIAL DATA.

The following table presents our selected consolidated financial data in accordance with U.S. generally accepted accounting principles for the periods and dates indicated. The information set forth below should be read in conjunction with “Management’s"Management's Discussion and Analysis of Financial Condition and Results of Operations”Operations" and our consolidated financial statements and notes thereto.
For the year ended December 31, For the year ended December 31,
(Dollars and shares in thousands, except per share data)2015 2014 2013 2012 2011 2017 2016 2015 2014 2013
                   
Revenues:                   
Investment banking$414,118
 $369,811
 $248,563
 $232,958
 $202,513
  $633,837
 $490,340
 $414,118
 $369,811
 $248,563
Institutional brokerage154,889
 156,809
 146,648
 166,642
 135,358
  154,563
 161,186
 154,889
 156,809
 146,648
Asset management75,017
 85,062
 83,045
 65,699
 63,307
  56,835
 60,672
 75,017
 85,062
 83,045
Interest41,557
 48,716
 50,409
 37,845
 43,447
  31,954
 33,074
 41,557
 48,716
 50,409
Investment income10,736
 12,813
 21,566
 4,903
 8,178
  18,002
 24,602
 10,736
 12,813
 21,566
                   
Total revenues696,317
 673,211
 550,231
 508,047
 452,803
  895,191
 769,874
 696,317
 673,211
 550,231
                   
Interest expense23,399
 25,073
 25,036
 19,095
 20,720
  20,268
 22,525
 23,399
 25,073
 25,036
                   
Net revenues672,918
 648,138
 525,195
 488,952
 432,083
  874,923
 747,349
 672,918
 648,138
 525,195
                   
Non-interest expenses:                   
Compensation and benefits421,733
 394,510
 322,464
 296,882
 265,015
  617,635
 510,612
 421,733
 394,510
 322,464
Restructuring and integration costs10,652
 
 4,689
 3,642
 
  
 10,206
 10,652
 
 4,689
Goodwill impairment
 
 
 
 120,298
  114,363
 82,900
 
 
 
Other154,110
 143,317
 122,429
 119,417
 126,959
  172,248
 174,505
 154,110
 143,317
 122,429
                   
Total non-interest expenses586,495
 537,827
 449,582
 419,941
 512,272
  904,246
 778,223
 586,495
 537,827
 449,582
                   
Income/(loss) from continuing operations before income tax expense86,423
 110,311
 75,613
 69,011
 (80,189) 
Income/(loss) from continuing operations before income tax expense/(benefit)(29,323) (30,874) 86,423
 110,311
 75,613
                   
Income tax expense27,941
 35,986
 20,390
 19,470
 9,120
  
Income tax expense/(benefit)30,229
 (17,128) 27,941
 35,986
 20,390
                   
Net income/(loss) from continuing operations58,482
 74,325
 55,223
 49,541
 (89,309) (59,552) (13,746) 58,482
 74,325
 55,223
                   
Discontinued operations:                   
Loss from discontinued operations, net of tax
 
 (4,739) (5,807) (11,248)  
 
 
 
 (4,739)
                   
Net income/(loss)58,482
 74,325
 50,484
 43,734
 (100,557) (59,552) (13,746) 58,482
 74,325
 50,484
                   
Net income applicable to noncontrolling interests6,407
 11,153
 5,394
 2,466
 1,463
  2,387
 8,206
 6,407
 11,153
 5,394
                   
Net income/(loss) applicable to Piper Jaffray Companies$52,075
 $63,172
 $45,090
 $41,268
 $(102,020) $(61,939) $(21,952) $52,075
 $63,172
 $45,090
                   
Net income/(loss) applicable to Piper Jaffray Companies' common shareholders$48,060
 $58,141
 $40,596
 $35,335
 $(102,020)
(1) 
$(64,875)
(1) 
$(21,952)
(1) 
$48,060
 $58,141
 $40,596
                   
Continued on next pageContinued on next page Continued on next page

22


For the year ended December 31, For the year ended December 31,
(Dollars and shares in thousands, except per share data)2015 2014 2013 2012 2011 2017 2016 2015 2014 2013
                   
Amounts applicable to Piper Jaffray Companies                   
Net income/(loss) from continuing operations$52,075
 $63,172
 $49,829
 $47,075
 $(90,772) $(61,939) $(21,952) $52,075
 $63,172
 $49,829
Net loss from discontinued operations
 
 (4,739) (5,807) (11,248) 
 
 
 
 (4,739)
Net income/(loss) applicable to Piper Jaffray Companies$52,075
 $63,172
 $45,090
 $41,268
 $(102,020) $(61,939) $(21,952) $52,075
 $63,172
 $45,090
                   
Earnings/(loss) per basic common share                   
Income/(loss) from continuing operations$3.34
 $3.88
 $2.98
 $2.58
 $(5.79) $(5.07) $(1.73) $3.34
 $3.88
 $2.98
Loss from discontinued operations
 
 (0.28) (0.32) (0.72)  
 
 
 
 (0.28)
Earnings/(loss) per basic common share$3.34
 $3.88
 $2.70
 $2.26
 $(6.51) $(5.07) $(1.73) $3.34
 $3.88
 $2.70
                   
Earnings/(loss) per diluted common share                   
Income/(loss) from continuing operations$3.34
 $3.87
 $2.98
 $2.58
 $(5.79) $(5.07) $(1.73) $3.34
 $3.87
 $2.98
Loss from discontinued operations
 
 (0.28) (0.32) (0.72) 
 
 
 
 (0.28)
Earnings/(loss) per diluted common share$3.34
 $3.87
 $2.70
 $2.26
 $(6.51)
(2) 
$(5.07)
(2) 
$(1.73)
(2) 
$3.34
 $3.87
 $2.70
                   
Dividends declared per common share$1.25
 $
 $
 $
 $
         
Weighted average number of common shares                   
Basic14,368
 14,971
 15,046
 15,615
 15,672
 12,807
 12,674
 14,368
 14,971
 15,046
Diluted14,389
 15,025
 15,061
 15,616
 15,672
(2) 
12,978
(2) 
12,779
(2) 
14,389
 15,025
 15,061
                   
Other data                   
Total assets$2,138,518
 $2,623,917
 $2,318,157
 $2,087,733
 $1,655,721
 $2,024,683
 $2,125,503
 $2,138,518
 $2,623,917
 $2,318,157
Long-term debt$175,000
 $125,000
 $125,000
 $125,000
 $115,000
  $125,000
 $175,000
 $175,000
 $125,000
 $125,000
Total common shareholders' equity$783,659
 $819,912
 $734,676
 $733,292
 $718,391
  $693,332
 $759,250
 $783,659
 $819,912
 $734,676
Total shareholders' equity$832,820
 $969,460
 $882,072
 $790,175
 $750,600
 $741,235
 $816,266
 $832,820
 $969,460
 $882,072
Total employees (3)
1,152
 1,026
 1,026
 907
 919
  1,266
 1,297
 1,152
 1,026
 1,026
 
(1)No allocation of undistributed income was made due to loss position. See Note 22 to our consolidated financial statements in this Form 10-K.
(2)Earnings per diluted common share is calculated using the basic weighted average number of common shares outstanding for periods in which a loss is incurred.
(3)Number of employees reflect continuing operations.


23


ITEM 7.     MANAGEMENT’SMANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS.

The following information should be read in conjunction with the accompanying audited consolidated financial statements and related notes and exhibits included elsewhere in this report.Form 10-K. Certain statements in this reportForm 10-K may be considered forward-looking. Statements that are not historical or current facts, including statements about beliefs and expectations, are forward-looking statements. These forward-looking statements include, among other things, statements other than historical information or statements of current condition and may relate to our future plans and objectives and results, and also may include our belief regarding the effect of various legal proceedings, as set forth under "Legal Proceedings" in Part I, Item 3 of our Annual Report onthis Form 10-K for the year ended December 31, 2015 and in our subsequent reports filed with the SEC. Forward-looking statements involve inherent risks and uncertainties, and important factors could cause actual results to differ materially from those anticipated, including those factors discussed below under "External Factors Impacting Our Business" as well as the factors identified under "Risk Factors" in Part I, Item 1A of our Annual Report onthis Form 10-K, for the year ended December 31, 2015, as updated in our subsequent reports filed with the SEC. These reports are available at our Web site at www.piperjaffray.com and at the SEC Web site at www.sec.gov. Forward-looking statements speak only as of the date they are made, and we undertake no obligation to update them in light of new information or future events.

Explanation of Non-GAAP Financial Measures

We have included financial measures that are not prepared in accordance with U.S. generally accepted accounting principles ("GAAP"). These non-GAAP financial measures include adjustments to exclude (1) revenues and expenses related to noncontrolling interests, (2) amortization of intangible assets related to acquisitions, (3) compensation and non-compensation expenses from acquisition-related agreements, and (4) restructuring and acquisition integration costs.costs, (5) goodwill impairment charges and (6) the impact from remeasuring deferred tax assets resulting from changes to the U.S. federal tax code. These adjustments affect the following financial measures: net revenues, compensation expenses, non-compensation expenses, income tax expense/(benefit), net incomeincome/(loss) applicable to Piper Jaffray Companies, earningsearnings/(loss) per diluted common share, return on average common shareholders' equity, segment net revenues, segment operating expenses, segment pre-tax operating incomeincome/(loss) and segment pre-tax operating margin. Management believes that presenting these results and measures on an adjusted basis in conjunction with the corresponding U.S. GAAP measures provides the most meaningful basis for comparison of its operating results across periods.periods, and enhances the overall understanding of our current financial performance by excluding certain items that may not be indicative of our core operating results. The non-GAAP financial measures should be considered in addition to, not as a substitute for, measures of financial performance prepared in accordance with U.S. GAAP.


24


Executive Overview

Strategic Growth InitiativesBeginning in 2011, following the financial crisis, we implemented a strategic framework focused on achieving strong results across various markets conditions, sustainable growth and predictability in earnings, as well as expanding operating margin. Our plan focused on increasing the contributions from our higher margin activities (i.e., advisory services and public finance), diversifying the business, managing operating costs diligently, and investing for growth. Through strong execution on these strategic initiatives we have produced a substantial increase in net revenues and remixed the business to higher quality earnings. These favorable attributes have generated greater earnings and enabled us to return capital to our shareholders through the payment of dividends, which we initiated in the first quarter of 2017 and subsequently increased going into 2018. Our investments in the business are discussed below.

Overview of OperationsOur operations are principally engaged in providing investment banking, institutional brokerage, asset management and related financial services to corporations, private equity groups, public entities, non-profit entities and institutional investors in the United States and Europe. We operate through two reportable business segments:

Capital Markets – The Capital Markets segment provides investment banking services and institutional sales, trading and research services. Investment banking services include management of and participation in underwritings, financial advisory services and investment banking services.public finance activities. Revenues are generated through the receipt of advisory and financing fees. Institutional sales, trading and research services focus on the trading of equity and fixed income products with institutions, government and non-profit entities. Revenues are generated through commissions and sales credits earned on equity and fixed income institutional sales activities, net interest revenues on trading securities held in inventory, and profits and losses from trading these securities. Investment banking services include management of and participation in underwritings, merger and acquisition services and public finance activities. Revenues are generated through the receipt of advisory and financing fees. Also, we generate revenue through strategic trading and investing activities, which focus on investments in municipal bonds mortgage-backed securities and U.S. government agency securities. WeIn order to invest firm capital and to manage capital from outside investors, we have created alternative asset management funds in merchant banking that involve equity or debt investments in late stage private companies; and senior living, which provides financing to U.S. senior living facilities, in orderfacilities; and energy, whose principal activity is to invest firm capitalin oil and to manage capital from outside investors.gas services companies headquartered in Europe. We receive management and performance fees for managing these funds.

During 2015, we acceleratedWe have executed on our strategic growth strategy,initiatives through investments in the business, primarily by expanding into new industry sectors within equity investment banking and equity institutional brokerage, and the expansion of our fixed income middle market sales platform. The following is a summary of our most significant activity for the year.these activities.

On September 30,As part of our strategy to expand our equity investment banking business into the energy sector and grow our advisory
business, on February 26, 2016, we completed the acquisition of Simmons & Company International ("Simmons"), an employee-owned investment bank and broker dealer focused on the energy industry. For more information on our acquisition of Simmons, see Note 4 of our consolidated financial statements.

In 2015, we acquiredbuilt upon our expansion into the financial institutions sector by acquiring the assets of River Branch Holdings LLC ("River Branch"), an equity investment banking boutique focused on the financial institutions sector. The acquisition further strengthens our mergers and acquisitions leadershipAlso in the middle markets and adds investment banking resources dedicated to banks, thrifts, and depository institutions, building upon the organic expansion of our financial institutions group.

On October 9, 2015, we completed the acquisition of BMO Capital Markets GKST Inc. ("BMO GKST"), a municipal bond sales, trading and origination business of BMO Financial Corp. This acquisition expands our fixed income institutional sales, trading and underwriting platforms. Additionally, it strengthens our strategic analytic and advisory capabilities, and supports our growing financial institutions group with their coverage of bank clients.

As part ofOver the past several years, we have added and strengthened sub-sectors across our strategy to expand ourindustry groups. In equity investment banking, business into the energywe added healthy living in our consumer sector on November 16, 2015,and strengthened our healthcare sector with biotech and healthcare information technology practices. In addition, we entered into a definitive agreement to purchase 100 percent of the common stock of Simmons & Company International ("Simmons"), including its subsidiaries. Simmons is an employee-owned investment bankbroadened our specialty practices in public finance with additions in senior living and broker dealer focused on the energy industry. The transaction is expected to close in the first quarter of 2016, subject to regulatory approvals and customary closing conditions.
charter schools.

For more information on our acquisitions, see Note 4 of our consolidated financial statements. We incurred $10.7 million of restructuring, integration and transactions costs in the year ended December 31, 2015 principallyhave investment commitments related to the River Branchaffiliated entities which will make direct or indirect debt investments in companies. In 2018, we anticipate that we will begin to underwrite and BMO GKST acquisitions.
syndicate loans through these entities.

Asset Management – The Asset Management segment, which provides traditional asset management services, by taking a value-driven approach to managing assets in domestic and international equity markets. Additionally, the asset management segment manages investments in master limited partnerships ("MLPs") and energy infrastructure securities focused on the energy sector, for institutions and individuals.manages assets in domestic and global equity markets. Revenues are generated in the form of management and performance fees. Revenues are also generated through investments in the partnerships and funds that we manage.

Discontinued Operations – Our discontinued operations includeAn explicit element of our strategy in asset management has been to diversify our product offerings through the costsaddition of high quality investment teams. In addition to liquidate our Hong Kong capital markets business, which ceased operationscore MLP and value equity products, we have added teams specializing in 2012,domestic growth equity, global equity, and quantitative strategies, allowing us to leverage the operating resultsinfrastructure of Fiduciaryour existing platform.

In 2017, our Asset Management LLC ("FAMCO"),segment experienced declining profitability due to decreases in revenues from reduced AUM and higher operating expenses from the addition of new investment teams. In the third quarter of 2017, we identified goodwill impairment indicators necessitating a full impairment testing of goodwill. The interim impairment testing related to our Asset Management segment goodwill resulted in a pre-tax non-cash impairment charge of $114.4 million. For more information on our goodwill impairment testing, please refer to the "Critical Accounting Policies" section.

In 2016, an extended cycle of investors favoring passive investment vehicles over active management, combined with certain products having investment performance below their benchmarks, reduced management fees for the asset management subsidiarybusiness and caused a corresponding decline in profitability. Lower average AUM for our MLP strategies, driven by a decline in MLP valuations, also resulted in decreased management fees and profitability. In the fourth quarter of 2016, we soldconducted our annual goodwill impairment testing, including the goodwill associated with our Asset Management segment, which resulted in 2013. See Note 5 to our consolidated financial statements for further discussiona pre-tax non-cash impairment charge of our discontinued operations.


25


Results for the year ended December 31, 2015$82.9 million.

Net income applicable to Piper Jaffray Companies in2015 was $52.1 million, or $3.34 per diluted common share, compared with $63.2 million, or $3.87 per diluted common share, in 2014. In 2015, we generated a return on average common shareholders' equity on a GAAP basis of 6.4 percent, compared with 8.1 percent for 2014. Net revenues from continuing operations for the year ended December 31, 2015 were $672.9 million, up 3.8 percent from $648.1 million in the year-ago period, due to higher investment banking revenues driven by strong advisory services and debt financing revenues, partially offset by lower asset management revenues. For the year ended December 31, 2015, non-compensation expenses were $164.8 million, up from $143.3 million in 2014. The increase was due to restructuring and integration costs of $10.7 million related to severance benefits and integration costs incurred primarily in conjunction with our acquisitions of River Branch and BMO GKST, and a $9.8 million charge related to settlement of a multi-district class action antitrust litigation related to municipal derivatives. This litigation originated in 2006 and is described in greater detail in "Legal Proceedings" in Part I, Item 3 of our Annual Report on Form 10-K for the year ended December 31, 2015.

For the year ended December 31, 2015, adjusted net income applicable to Piper Jaffray Companies was $65.9 million(1), or $4.22(1) per diluted common share, compared with $72.1 million(1), or $4.42(1) per diluted common share, for the prior-year period. In 2015, we generated an adjusted return on average common shareholders' equity of 8.1 percent(2), compared with 9.2 percent(2) for 2014. Adjusted net revenues for the year ended December 31, 2015 were $663.1 million(1), an increase of 4.8 percent from $632.4 million(1) reported in the year-ago period. Financial Highlights
  Twelve Months Ended  Percent Inc/(Dec)
(Amounts in thousands, except per share data) Dec. 31, Dec. 31, 2017
 2017 2016 vs. 2016
U.S. GAAP      
Net revenues $874,923
 $747,349
 17.1%
Compensation and benefits expenses 617,635
 510,612
 21.0
Non-compensation expenses 286,611
 267,611
 7.1
Net loss applicable to Piper Jaffray Companies (61,939) (21,952) N/M
Loss per diluted common share $(5.07) $(1.73) N/M
       
Non-GAAP (1)
      
Adjusted net revenues $869,604
 $736,279
 18.1%
Adjusted compensation and benefits expenses 562,636
 474,371
 18.6
Adjusted non-compensation expenses 153,316
 150,427
 1.9
Adjusted net income applicable to Piper Jaffray Companies 108,902
 72,642
 49.9
Adjusted earnings per diluted common share $7.12
 $4.69
 51.8
N/M — Not meaningful

For the year ended December 31, 2015, adjusted non-compensation expenses were $143.0 million(1), up 10.52017

Net revenues increased 17.1 percent compared to $129.52016. Significantly higher advisory services revenues, as well as higher equity financing revenues, were partially offset by lower debt financing, institutional brokerage and asset management revenues.
Compensation and benefits expenses were up 21.0 percent compared to the year-ago period due primarily to increased compensation expenses arising from increased revenues, as well as higher acquisition-related compensation costs related to a performance award plan implemented in conjunction with our acquisition of Simmons. In 2017, we recorded $27.0 million of compensation expense related to this plan, compared to $4.3 million in 2016. The higher compensation costs were due to outperformance of the Simmons business in 2017.
Non-compensation expenses increased 7.1 percent compared to 2016. In 2017, we incurred a $114.4 million goodwill impairment charge, compared to a $82.9 million goodwill impairment charge in 2016. Also, incremental back office conversion costs in the current year were more than offset by lower restructuring costs. In 2016, non-compensation expenses included $10.2 million of restructuring and integration costs primarily related to the acquisition of Simmons.
The enactment of the Tax Cuts and Jobs Act, which reduced the federal corporate tax rate to 21 percent, required a remeasurement of our deferred tax assets resulting in a $54.2 million(1) for non-cash write-off in the fourth quarter of 2017.
For the year ended December 31, 2014.

2017, we recorded a tax benefit of $9.2 million related to restricted stock vesting at values greater than the grant price. The tax benefit increased earnings per diluted common share by $0.72 in 2017.
(1)Reconciliation
In 2017, our return on average common shareholders' equity was a negative 8.1 percent, compared with a negative 2.8 percent for 2016. On an adjusted basis, we generated a return on average common shareholders' equity of U.S. GAAP to adjusted non-GAAP financial information14.2 percent(2) in 2017, compared with 9.2 percent(2) for 2016.




(1) Reconciliation of U.S. GAAP to adjusted non-GAAP financial information
Year Ended December 31,Year Ended December 31,
(Amounts in thousands, except per share data)2015 20142017 2016
Net revenues:      
Net revenues – U.S. GAAP basis$672,918
 $648,138
$874,923
 $747,349
Adjustments:      
Revenue related to noncontrolling interests(9,810) (15,699)(5,319) (11,070)
Adjusted net revenues$663,108
 $632,439
$869,604
 $736,279
      
Compensation and benefits:   
Compensation and benefits – U.S. GAAP basis$617,635
 $510,612
Adjustments:   
Compensation from acquisition-related agreements(54,999) (36,241)
Adjusted compensation and benefits$562,636
 $474,371
   
Non-compensation expenses:      
Non-compensation expenses – U.S. GAAP basis$164,762
 $143,317
$286,611
 $267,611
Adjustments:      
Non-compensation expenses related to noncontrolling interests(3,403) (4,546)(2,932) (2,864)
Restructuring and integration costs(10,652) 

 (10,206)
Goodwill impairment(114,363) (82,900)
Amortization of intangible assets related to acquisitions(7,662) (9,272)(15,400) (21,214)
Non-compensation expenses from acquisition-related agreements(600) 
Adjusted non-compensation expenses$143,045
 $129,499
$153,316
 $150,427
      
Net income applicable to Piper Jaffray Companies:   
Net income applicable to Piper Jaffray Companies – U.S. GAAP basis$52,075
 $63,172
Net income/(loss) applicable to Piper Jaffray Companies:   
Loss applicable to Piper Jaffray Companies – U.S. GAAP basis$(61,939) $(21,952)
Adjustments:      
Compensation from acquisition-related agreements2,586
 3,195
35,755
 23,700
Restructuring and integration costs6,508
 

 7,014
Goodwill impairment70,791
 50,901
Amortization of intangible assets related to acquisitions4,681
 5,747
9,534
 12,979
Non-compensation expenses from acquisition-related agreements607
 
Impact of the Tax Cuts and Jobs Act legislation54,154
 
Adjusted net income applicable to Piper Jaffray Companies$65,850
 $72,114
$108,902
 $72,642
      
Earnings per diluted common share:   
Earnings per diluted common share – U.S. GAAP basis$3.34
 $3.87
Earnings/(loss) per diluted common share:   
Loss per diluted common share – U.S. GAAP basis$(5.07) $(1.73)
Adjustment for loss allocated to participating shares (3)1.04
 0.30
(4.03) (1.43)
Adjustments:      
Compensation from acquisition-related agreements0.17
 0.20
2.33
 1.53
Restructuring and integration costs0.42
 

 0.45
Goodwill impairment4.62
 3.29
Amortization of intangible assets related to acquisitions0.30
 0.35
0.62
 0.84
Non-compensation expenses from acquisition-related agreements0.04
 
Impact of the Tax Cuts and Jobs Act legislation3.54
 
Adjusted earnings per diluted common share$4.22
 $4.42
$7.12
 $4.69

(2)Adjusted return on average common shareholders' equity, a non-GAAP measure, is computed by dividing adjusted net income applicable to Piper Jaffray Companies for the last 12 months by average monthly common shareholders' equity. For a detailed explanation of the components of adjusted net income, see "Reconciliation of U.S. GAAP to adjusted non-GAAP financial information" in footnote (1).

(3)Piper Jaffray Companies calculates earnings per common share using the two-class method, which requires the allocation of consolidated adjusted net income between common shareholders and participating security holders, which in the case of Piper Jaffray Companies, represents unvested stock with dividend rights. No allocation of undistributed earnings is made for periods in which a loss is incurred.

26


Market Data

The following table provides a summary of relevant market data over the past three years.
       2015 2014       2017 2016
Year Ended December 31, 2015 2014 2013 v2014 v2013
Dow Jones Industrials Average (a)
 17,425
 17,823
 16,577
 (2.2)% 7.5 %
Year Ended 2017 2016 2015 v2016 v2015
S&P 500 (a)
 2,674
 2,239
 2,044
 19.4 % 9.5 %
NASDAQ (a)
 5,007
 4,736
 4,177
 5.7 % 13.4 % 6,950
 5,383
 5,007
 29.1 % 7.5 %
Average CBOE Volatility Index (VIX) 11
 16
 17
 (31.3)% (5.9)%
NYSE Average Daily Number of Shares Traded                    
(millions of shares) 1,187
 1,039
 1,034
 14.2 % 0.5 % 1,077
 1,256
 1,187
 (14.3)% 5.8 %
NASDAQ Average Daily Number of Shares Traded                    
(millions of shares) 1,895
 1,955
 1,762
 (3.1)% 11.0 % 1,899
 1,896
 1,886
 0.2 % 0.5 %
Mergers and Acquisitions          
Mergers and Acquisitions - Middle Market          
(number of transactions in U.S.) (b)
 10,319
 10,263
 9,146
 0.5 % 12.2 % 2,727
 2,620
 2,724
 4.1 % (3.8)%
Public Equity Offerings                    
(number of transactions in U.S.) (c) (e)
 909
 1,107
 1,125
 (17.9)% (1.6)% 961
 735
 909
 30.7 % (19.1)%
Initial Public Offerings                    
(number of transactions in U.S.) (c)
 171
 282
 221
 (39.4)% 27.6 % 182
 106
 171
 71.7 % (38.0)%
Municipal Negotiated Issuances                    
(number of transactions in U.S.) (d)
 8,764
 7,261
 7,628
 20.7 % (4.8)% 7,959
 8,915
 8,858
 (10.7)% 0.6 %
Municipal Negotiated Issuances                    
(value of transactions in billions in U.S.) (d)
 $315.9
 $266.1
 $263.8
 18.7 % 0.9 % $348.8
 $353.0
 $317.8
 (1.2)% 11.1 %
10-Year Treasuries Average Rate 2.14% 2.21% 2.35% (3.2)% (6.0)% 2.33% 1.84% 2.14% 26.6 % (14.0)%
3-Month Treasuries Average Rate 0.05% 0.03% 0.06% 66.7 % (50.0)% 0.95% 0.32% 0.05% 196.9 % 540.0 %
Average 10-Year Municipal-Treasury Ratio (f)
 0.89
 0.93
 0.98
 (4.3)% (5.1)%
(a)Data provided is at period end.
(b)Source: Securities Data Corporation.Thomson Reuters (transactions with reported deal value between $100 million and $1 billion and transactions with an undisclosed deal value that had a financial advisor).
(c)Source: Dealogic (offerings with reported market value greater than $20 million).
(d)Source: Thomson Reuters.
(e)Number of transactions includes convertible offerings.
(f)Calculated based on the 10-year Municipal Market Data (MMD) index rate divided by the 10-year treasury rate.

External Factors Impacting Our Business

Performance in the financial services industry in which we operate is highly correlated to the overall strength of economic conditions and financial market activity. Overall market conditions are a product of many factors, which are beyond our control, often unpredictable and mostly unpredictable.at times inherently volatile. These factors may affect the financial decisions made by investors, including their level of participation in the financial markets. In turn, these decisions may affect our business results. With respect to financial market activity, our profitability is sensitive to a variety of factors, including the demand for investment banking services as reflected by the number and size of equity and debt financings and merger and acquisition transactions, the relative level of volatility of the equity and fixed income markets, changes in interest rates and credit spreads (especially rapid and extreme changes) and credit spreads,, overall market liquidity, the level and shape of various yield curves, the volume and value of trading in securities, overall equity valuations, and the demand for active asset management services.

Factors that differentiate our business within the financial services industry also may also affect our financial results. For example, our capital markets business focuses on a middle-market clientele in specific industry sectors.sectors while serving principally middle-market clientele. If the business environment for our focus sectors is impacted disproportionately as compared to the economy as a whole,adversely, our business and results of operations will be negatively impacted.could reflect these impacts. In addition, our business, could be affected differently thanwith its specific areas of focus and investment, may not track overall market trends. Given the variability of the capital markets and securities businesses, our earnings may fluctuate significantly from period to period, and results for any individual period should not be considered indicative of future results.


27


Outlook for 20162018

We continue to encounter mixed signals relative to the strength of the recovery for the U.S. economy. In 2016, we believeexpect the U.S. economy willto continue its sluggishto grow at a moderate pace in 2018. The recently passed tax reform legislation, increased fiscal spending, actions to reduce the regulatory burden on businesses, and broad growth pattern. Risksacross most major global economies should be supportive to continued growth include ongoing or accelerating weakness in major economies internationally, falling oil prices, or significant geopolitical events (including terrorism) or conflicts, which could adversely impact the rate ofeconomic growth in the U.S. Conversely, geopolitical risks or economic instability internationally may pose consequences for the global economy and continue to inject periods of heightened volatility into the U.S. equity and debt markets. The 2016 presidential election could also influence the volatility or direction of markets based on investors’ assessment of the outcome and the overall political outlook in the United States.

We believe that U.S. monetary policy could possibly have a material impact on the economy in 2018. The U.S. Federal Reserve increased short-term interest rates forthree times in 2017 on the first time in almost ten years at the endexpectation of 2015, however the beginningstronger economic growth despite muted signs of 2016 has seen lowerinflation. Long-term interest rates, among mosthowever, have not moved in step with increases in short-term interest rates resulting in a flattening of the yield curve. We anticipate that the U.S. Federal Reserve will continue to pursue a gradual and steady path to rate normalization, particularly if there is acceleration in the pace of inflation. Higher interest rates could trigger a sell-off in equities which would likely adversely impact our equity capital raising and advisory businesses. Further, if long-term interest rates prove resistant to a tightening in monetary policy, we could experience an extended period of a flat, or even an inverse, yield curve, which could adversely impact our fixed income securitiessales and trading business. In addition, exogenous conditions may trigger episodes of volatility with respect to interest rates. A volatile interest rate environment could manifest itself in changes to the yield curve or relative spreads which may have a mixed impact on certain of our businesses.

The Tax Cuts and Jobs Act (the "Tax Reform Act"), which was enacted on December 22, 2017, will have a significant impact on the federal tax code, including a significant corporate federal rate reduction and tax treatment which would facilitate the repatriation of earnings from overseas profits. The lower corporate tax rate will result in additional earnings, which we will use to invest in our business and to return capital to our shareholders through dividends. We will also continue to look for opportunistic investments that are in line with our strategy. Although the full impact of the Tax Reform Act on our businesses is not yet known, we would anticipate that certain sectors of our businesses may be affected more than others. We expect that our public finance operations will be adversely impacted as the repeal of tax-exempt advance refunding bonds through the Tax Reform Act will result in a decline in municipal issuance volume in the market. The impact on our equity investment banking businesses is expected to be favorable, albeit at a moderate level. The Tax Reform Act is not expected to have a significant impact on our institutional brokerage or asset management businesses. We will continue to monitor and evaluate the impact of this legislation on our businesses.

We expect conditions in the equity markets to remain conducive to our advisory and equity capital raising activities in 2018. While lower volatility benefits our capital raising business, it has the inverse effect on our equity sales and trading business. We have experienced heightened volatility in global markets has created uncertaintyearly 2018. If we experience sustained bouts of higher volatility or a material market correction, our equity brokerage business may benefit while our advisory and equity capital raising businesses may suffer. We believe our advisory services business will continue to perform well in 2018 on the marketplace. If lowerstrength of our market position, long-term investments, diversity in our practice and readily available capital. As noted above, economic instability arising from a significant geopolitical event, for example, or an adverse market reaction to monetary tightening would likely be detrimental to both our equity capital raising and advisory businesses. Advisory services revenues for any given quarter are impacted by the timing and size of the deals closing, which can result in fluctuations in revenues period over period.

We expect that secular challenges to our equity brokerage business, including the shift from active to passive managers, will persist in 2018. These challenges may be exacerbated by the implementation of MiFID II, a European regulation which may be adopted by some of our U.S. clients. This regulation, which governs how buyside clients (asset managers) pay for services performed by brokerage businesses, may lead to revenue declines for U.S brokerage businesses, and we would not be immune from this impact.
We would expect the low interest ratesrate environment and flat yield curve to persist through 2016 it is generally favorablein 2018. This would continue to subdue customer flow activity for our municipal debt underwriting business as refunding activity increases, however lower interest rates will likely reduce activity in our fixed income institutional brokerage business. GivenWhile higher interest rates across the yield curve would be favorable to this business, the move to higher rates could adversely impact our public finance business in the short-term as the level of refunding activity eases while greater economic growth has not yet spurred a ramp in new regulationsmoney issuance volumes. Irrespective of the interest rate levels, we believe that municipal debt underwriting activity will be down meaningfully in 2018 compared to 2017 as some issuances were accelerated to the end of 2017 due to pending changes from the tax reform legislation, and capital requirements on major market participants, we may experience periods when volatility is exacerbated by the withdrawalalso due to a lower level of liquidity historically provided by these participants. We generally anticipate maintaining a conservative bias in managing our inventories and hedging strategies to mitigate market volatility and our exposure to interest rates.refunding activity.

As toeconomic growth continues we would expect rising market valuations, which would have a positive impact on our businesses tied toasset management business. However, market valuations may be negatively impacted by significant declines and volatility in the equityfinancial markets, weas experienced in early 2018. We would expect that market conditionsactive asset managers, ourselves included, will likely remain volatile given the mixed outlookunder pressure to create alpha for the U.S. economy coupled with global economictheir clients and geopolitical risks. While higher volatility typically benefits our equity sales and trading business, a period of sustained market volatilityto maintain or prolonged market correction may be disruptive to our capital raising activities.grow AUM.

Asset management revenues will continue to be dependent upon valuations and our investment performance, which can impact the amount of client inflows and outflows of assets under management. Our exposure to energy through a dedicated energy fund, our MLP strategies and energy holdings in our domestic strategies, adversely impacted our assets under management in the second half of 2015. Sharp fluctuations in the price of oil may continue to increase the volatility of energy-related equity holdings in 2016.

Results of Operations

To provide comparative information of our operating results for the periods presented, a discussion of adjusted segment results follows the discussion of our total consolidated U.S. GAAP results. Our adjusted segment results exclude certain revenue and expenses required under U.S. GAAP. See the sections titled "Explanation of Non-GAAP Financial Measures" and "Segment Performance from Continuing Operations" in Management's Discussion and Analysis of Financial Condition and Results of Operations for additional discussion and reconciliations.


28


Financial Summary

The following table provides a summary of the results of our operations on a U.S. GAAP basis and the results of our operations as a percentage of net revenues for the periods indicated.
        As a Percentage of        As a Percentage of
        Net Revenues for the        Net Revenues for the
Year Ended December 31, Year Ended December 31,Year Ended December 31, Year Ended December 31,
      2015 2014            2017 2016      
(Dollars in thousands)2015 2014 2013 v2014 v2013 2015 2014 20132017 2016 2015 v2016 v2015 2017 2016 2015
Revenues:                              
Investment banking$414,118
 $369,811
 $248,563
 12.0 % 48.8 % 61.5% 57.1% 47.3 %$633,837
 $490,340
 $414,118
 29.3 % 18.4 % 72.4 % 65.6 % 61.5%
Institutional brokerage154,889
 156,809
 146,648
 (1.2) 6.9
 23.0
 24.2
 27.9
154,563
 161,186
 154,889
 (4.1) 4.1
 17.7
 21.6
 23.0
Asset management75,017
 85,062
 83,045
 (11.8) 2.4
 11.1
 13.1
 15.8
56,835
 60,672
 75,017
 (6.3) (19.1) 6.5
 8.1
 11.1
Interest41,557
 48,716
 50,409
 (14.7) (3.4) 6.2
 7.5
 9.6
31,954
 33,074
 41,557
 (3.4) (20.4) 3.7
 4.4
 6.2
Investment income10,736
 12,813
 21,566
 (16.2) (40.6) 1.6
 2.0
 4.1
18,002
 24,602
 10,736
 (26.8) 129.2
 2.1
 3.3
 1.6
Total revenues696,317
 673,211
 550,231
 3.4
 22.4
 103.5
 103.9
 104.8
895,191
 769,874
 696,317
 16.3
 10.6
 102.3
 103.0
 103.5
                              
Interest expense23,399
 25,073
 25,036
 (6.7) 0.1
 3.5
 3.9
 4.8
20,268
 22,525
 23,399
 (10.0) (3.7) 2.3
 3.0
 3.5
                              
Net revenues672,918
 648,138
 525,195
 3.8
 23.4
 100.0
 100.0
 100.0
874,923
 747,349
 672,918
 17.1
 11.1
 100.0
 100.0
 100.0
                              
Non-interest expenses:                              
Compensation and benefits421,733
 394,510
 322,464
 6.9
 22.3
 62.7
 60.9
 61.4
617,635
 510,612
 421,733
 21.0
 21.1
 70.6
 68.3
 62.7
Outside services36,218
 37,055
 32,982
 (2.3) 12.3
 5.4
 5.7
 6.3
38,012
 39,289
 36,218
 (3.3) 8.5
 4.3
 5.3
 5.4
Occupancy and equipment28,301
 28,231
 25,493
 0.2
 10.7
 4.2
 4.4
 4.9
33,462
 34,813
 28,301
 (3.9) 23.0
 3.8
 4.7
 4.2
Communications23,762
 22,732
 21,431
 4.5
 6.1
 3.5
 3.5
 4.1
29,891
 29,626
 23,762
 0.9
 24.7
 3.4
 4.0
 3.5
Marketing and business development29,990
 27,260
 21,603
 10.0
 26.2
 4.5
 4.2
 4.1
31,293
 30,404
 29,990
 2.9
 1.4
 3.6
 4.1
 4.5
Trade execution and clearance7,794
 7,621
 8,270
 2.3
 (7.8) 1.2
 1.2
 1.6
8,166
 7,651
 7,794
 6.7
 (1.8) 0.9
 1.0
 1.2
Restructuring and integration costs10,652
 
 4,689
 N/M
 N/M
 1.6
 
 0.9

 10,206
 10,652
 (100.0) (4.2) 
 1.4
 1.6
Intangible asset amortization expense7,662
 9,272
 7,993
 (17.4) 16.0
 1.1
 1.4
 1.5
Goodwill impairment114,363
 82,900
 
 38.0
 N/M
 13.1
 11.1
 
Intangible asset amortization15,400
 21,214
 7,662
 (27.4) 176.9
 1.8
 2.8
 1.1
Back office conversion costs3,927
 561
 
 600.0
 N/M
 0.4
 0.1
 
Other operating expenses20,383
 11,146
 4,657
 82.9
 139.3
 3.0
 1.7
 0.9
12,097
 10,947
 20,383
 10.5
 (46.3) 1.4
 1.5
 3.0
Total non-interest expenses586,495
 537,827
 449,582
 9.0
 19.6
 87.2
 83.0
 85.6
904,246
 778,223
 586,495
 16.2
 32.7
 103.4
 104.1
 87.2
                              
Income from continuing operations before income tax expense86,423
 110,311
 75,613
 (21.7) 45.9
 12.8
 17.0
 14.4
Income/(loss) before income tax expense/(benefit)(29,323) (30,874) 86,423
 N/M
 N/M
 (3.4) (4.1) 12.8
                              
Income tax expense27,941
 35,986
 20,390
 (22.4) 76.5
 4.2
 5.6
 3.9
Income tax expense/(benefit)30,229
 (17,128) 27,941
 N/M
 N/M
 3.5
 (2.3) 4.2
                              
Income from continuing operations58,482
 74,325
 55,223
 (21.3) 34.6
 8.7
 11.5
 10.5
               
Discontinued operations:               
Loss from discontinued operations, net of tax
 
 (4,739) 
 N/M
 
 
 (0.9)
               
Net income58,482
 74,325
 50,484
 (21.3) 47.2
 8.7
 11.5
 9.6
Net income/(loss)(59,552) (13,746) 58,482
 N/M
 N/M
 (6.8) (1.8) 8.7
                              
Net income applicable to noncontrolling interests6,407
 11,153
 5,394
 (42.6) 106.8
 1.0
 1.7
 1.0
2,387
 8,206
 6,407
 (70.9) 28.1
 0.3
 1.1
 1.0
                              
Net income applicable to Piper Jaffray Companies$52,075
 $63,172
 $45,090
 (17.6)% 40.1 % 7.7% 9.7% 8.6 %
Net income/(loss) applicable to Piper Jaffray Companies$(61,939) $(21,952) $52,075
 N/M
 N/M
 (7.1)% (2.9)% 7.7%
N/M — Not meaningful


29


For the year ended December 31, 20152017, we recorded a net incomeloss applicable to Piper Jaffray Companies of $52.1$61.9 million,. driven by a $70.8 million, net of tax, goodwill impairment charge and a $54.2 million tax charge for the remeasurement of our deferred tax assets as a result of the lower enacted federal corporate tax rate. Net revenues for the year ended December 31, 2017 were $874.9 million, a 17.1 percent increase compared to $747.3 million in the year-ago period. In2017, investment banking revenues increased 29.3 percent to $633.8 million, compared with $490.3 million in 2016, driven by strong advisory services revenues. The advisory services business has been a strategic focus for us, and these results reflect significant market share gains. Also, equity financing revenues increased as the market environment for equity capital raising improved significantly after challenging market conditions in the prior year. These increases were partially offset by lower debt financing revenues, which declined compared to a strong year-ago period. For the year ended December 31, 2017, institutional brokerage revenues were $154.6 million, down 4.1 percent compared with $161.2 millionin2016, due to lower equity and fixed income institutional brokerage revenues. Asset management fees were $56.8 million in 2017, down 6.3 percent compared with $60.7 millionin2016, as lower management fees from continuing operationsour equity product offerings were partially offset by higher management fees from MLP product offerings. For the year ended December 31, 2017, net interest income increased to $11.7 million, compared with $10.5 million in 2016. In 2017, investment income was $18.0 million, compared with $24.6 million in 2016, due to lower gains on our investment and the noncontrolling interests in the merchant banking fund that we manage. Non-interest expenses were $904.2 million for the year ended December 31, 2015 were $672.9 million2017, an increase of 16.2 percent compared to $778.2 million in the prior year. The increase was driven by higher compensation expenses from increased revenues, as well as higher acquisition-related compensation costs. Also, we incurred a $114.4 million goodwill impairment charge in 2017, compared to a $82.9 million goodwill impairment charge in the prior year. Incremental back office conversion costs in the current year were more than offset by lower restructuring costs.3.8

For the year ended December 31, 2016, we recorded a net loss applicable to Piper Jaffray Companies of $22.0 million, driven by a $50.9 million, net of tax, goodwill impairment charge. Net revenues for the year ended December 31, 2016 were $747.3 million, a 11.1 percent increase compared to $648.1$672.9 million in the year-ago period. 2015. In2015, 2016, investment banking revenues increased 12.018.4 percent to $414.1$490.3 million,, compared with $369.8$414.1 million in 2014,2015, driven by strong advisory services and debt financing revenues as we were ablewhich reflected our investments and focus to continue to capitalize on the investments we have made to strengthengrow these businesses. These increases were partially offset by lower equity financing revenues, as our equity capital raising business experienced challenging market conditions for most of 2016. For the year ended December 31, 2015,2016, institutional brokerage revenues were $154.9$161.2 million,, up 4.1 percent compared with $156.8$154.9 millionin2014. 2015, due to higher equity institutional brokerage revenues. Asset management fees were $75.0$60.7 million in 2016, compared with $75.0 million in 2015, compared with $85.1 millionin2014, due to lower management fees from our value equity and MLP product offerings resulting from decreased assets under management.offerings. For the year ended December 31, 2015,2016, net interest income decreased to $18.2$10.5 million,, compared with $23.6$18.2 million in 2014.2015. The decrease primarily resulted from lower average inventory balances in municipal and treasury securities driven by the closure and liquidation of our municipal bond fund with outside investors in the second half of 2015, as well as lowerand additional interest income attributable to a merchant banking debt investment that was repaid in the second quarter of 2014. These decreases were partially offset by increased interest expense at the end of the year due to a higher amount of outstanding principal on our senior notes. In 2015,addition, we had lower interest income earned on mortgage-backed securities as a result of lower inventory balances. In 2016, investment income was $10.7$24.6 million, compared with $12.8$10.7 million in 2014, as we2015. We recorded gains associated with our investment and the noncontrolling interests in the merchant banking fund that we manage, which were partially offset by losses on our investments of firm capital in our MLP strategies.strategies in 2015. Non-interest expenses from continuing operations were $586.5 million for the year ended December 31, 2015, an increase of 9.0 percent compared to $537.8 million in the prior year, resulting from higher compensation expenses due to increased revenues and expansion of our financial institutions group, as well as higher non-compensation expenses due to a $9.8 million legal settlement charge and restructuring and integration costs primarily associated with the acquisitions of River Branch and BMO GKST.

For the year ended December 31, 2014, we recorded net income applicable to Piper Jaffray Companies of $63.2 million. Net revenues from continuing operations for the year ended December 31, 2014 were $648.1 million, a 23.4 percent increase compared to $525.2 million in 2013. In 2014, investment banking revenues increased 48.8 percent to $369.8 million, compared with $248.6 million in 2013, driven by robust advisory services revenues as we were able to capitalize on favorable market conditions and the investments we have made to strengthen our mergers and acquisitions resources in the middle market. For the year ended December 31, 2014, institutional brokerage revenues were $156.8 million, compared with $146.6 million in 2013, due to higher fixed income institutional brokerage revenues, partially offset by lower equity institutional brokerage revenues. Asset management fees were $85.1 million in 2014, compared with $83.0 million in 2013. For the year ended December 31, 2014, net interest income decreased to $23.6 million, compared with $25.4 million in 2013. In 2014, investment income was $12.8 million, compared with $21.6 million in the prior-year period as we recorded lower investment gains associated with our merchant banking and firm investments, partially offset by higher gains associated with our investment and the noncontrolling interests in the municipal bond fund that we managed for the benefit of outside investors. Non-interest expenses from continuing operations were $537.8$778.2 million for the year ended December 31, 2014,2016, an increase of 19.632.7 percent compared to $449.6$586.5 million in 2013, primarily resulting from2015. The increase was due to an $82.9 million goodwill impairment charge, as well as higher compensation expenses due toexpense driven by increased revenues and improved operating performancehigher expenses resulting from our acquisitions and business expansion. Partially offsetting this increase was lower legal reserves associated with a $9.8 million legal settlement in 2015.

New Revenue Recognition Guidance

As discussed in Note 3 to our consolidated financial statements, we will adopt new revenue recognition guidance effective as of January 1, 2018. The current broker dealer industry treatment of netting deal expenses with investment banking revenues will change under the new guidance. As a result of adopting the new guidance, we will generally present deal expenses on a gross basis under non-interest expenses on the consolidated statements of operations, rather than the current presentation of netting deal expenses incurred for completed investment banking deals within revenues. This change will not impact earnings, however, we will report higher investment banking revenues and higher non-compensation expenses. Based upon prior years' experience, we would expect $20 million to $25 million of annual deal-related costs to be reported as non-compensation expenses due to increased businessupon adoption of the new guidance. The amount of deal-related costs in 2018 will principally be dependent on the level of deal activity and incrementalmay vary from quarter to quarter as the collection of deal-related costs associatedtypically coincides with the acquisitionsclosing of Seattle-Northwest Securities Corporation ("Seattle-Northwest")a transaction. In addition, we expect to defer the recognition of performance fees on our merchant banking, energy and Edgeview Partners, L.P. ("Edgeview").senior living alternative asset management funds until such fees are no longer subject to reversal, which will cause a delay in the recognition of these fees as revenue. We anticipate that our current methods of recognizing investment banking revenues will not be significantly impacted by the new guidance.


30


Consolidated Non-Interest Expenses from Continuing Operations

Compensation and Benefits Compensation and benefits expenses, which are the largest component of our expenses, include salaries, incentive compensation, benefits, stock-based compensation, employment taxes, income associated with the forfeiture of stock-based compensation and other employeeemployee-related costs. A portion of compensation expense is comprised of variable incentive arrangements, including discretionary incentive compensation, the amount of which fluctuates in proportion to the level of business activity, increasing with higher revenues and operating profits. Other compensation costs, primarily base salaries and benefits, are more fixed in nature. The timing of incentive compensation payments, which generally occur in February, has a greater impact on our cash position and liquidity than is reflected on our consolidated statements of operations.operations.We have granted restricted stock with service conditions as a component of our acquisition deal consideration, which is amortized to compensation expense over the service period.

For the year ended December 31, 20152017, compensation and benefits expenses increased 6.921.0 percent to $421.7617.6 million from $394.5$510.6 million in 20142016. Compensation expenses increased due primarily to improved financial results.higher revenues as well as higher acquisition-related compensation costs, which were driven by incremental compensation expenses related to a Simmons performance award plan implemented at the time of acquisition. Our compensation costs related to this performance plan increased to $27.0 million in 2017, compared to $4.3 million in 2016, as the Simmons business outperformed our projections in 2017 due to a recovery in the energy markets and strong execution of investment banking transactions. As a result, we have refined our future projections related to this business and the performance award plan. Compensation and benefits expenses as a percentage of net revenues was 62.770.6 percent in 20152017, compared with 60.968.3 percent in 2014.2016. The higher compensation expense ratio was attributable to incrementalincreased acquisition-related compensation, relatedand the impact of defined retirement provisions for performance share units to the expansionbe granted in February 2018, which resulted in recognition of our financial institutions group as well asadditional compensation expense. Absent a significant change in our mixbusiness or market conditions impacting the energy sector, the impact of revenues.acquisition-related costs will continue to elevate this rate in 2018.

For the year ended December 31, 2014,2016, compensation and benefits expenses increased 22.321.1 percent to $394.5$510.6 million from $322.5$421.7 million in 2013,2015, due to improved financial results.higher revenues as well as higher acquisition-related compensation costs primarily resulting from the Simmons acquisition completed in February 2016. Compensation and benefits expenses as a percentage of net revenues was 60.968.3 percent in 2014,2016, compared with 61.462.7 percent in 2013.2015. The lowerhigher compensation expense ratio was dueattributable to an increased revenue base.acquisition-related compensation.

Outside Services – Outside services expenses include securities processing expenses, outsourced technology functions, outside legal fees, fund expenses associated with our consolidated alternative asset management funds and other professional fees. Outside services expenses decreased 2.33.3 percent to $36.2$38.0 million in 2015,2017, compared with $37.1$39.3 million in the corresponding period of 2014.2016. Excluding the portion of expenses from non-controlled equity interests in our consolidated alternative asset management funds, outside services expenses decreased 1.7 percent.were essentially flat.

Outside services expenses increased 12.38.5 percent to $37.1$39.3 million in 2014,2016, compared with $33.0$36.2 million in 2013.2015. Excluding the portion of expenses from non-controlled equity interests in our consolidated alternative asset management funds, outside services expenses increased 9.39.2 percent due primarily to higher legal and other professional fees.fees, as well as incremental expenses related to our acquisitions.

Occupancy and Equipment – For the year ended December 31, 2015,2017, occupancy and equipment expenses were $28.3decreased 3.9 percent to $33.5 million, essentially flat compared with 2014.$34.8 million in 2016.

For the year ended December 31, 2014,2016, occupancy and equipment expenses increased 10.723.0 percent to $28.2$34.8 million, compared with $25.5$28.3 million in the corresponding period of 2013.2015. The increase was primarily the result of incremental occupancy expenses from our acquisitions of Seattle-NorthwestSimmons, River Branch and Edgeview completed during the third quarter of 2013, and incremental one-time occupancy costs related to our office space in New York City.BMO GKST.

Communications – Communication expenses include costs for telecommunication and data communication, primarily consisting of expenses for obtaining third party market data information. For the year ended December 31, 2015,2017, communication expenses were $29.9 million, up slightly compared with 2016.

For the year ended December 31, 2016, communication expenses increased 4.524.7 percent to $23.8$29.6 million, compared with $22.7$23.8 million for the year ended December 31, 2014.2015. The increase resulted from higher market data service expenses due to the additional headcount associated with our financial institutions group expansionacquisition of Simmons, and also reflected a full year of incremental expenses associated with our acquisitions of River Branch and BMO GKST.

For the year ended December 31, 2014, communication expenses increased 6.1 percent to $22.7 million, compared with $21.4 million for the year ended December 31, 2013. The increase resulted from higher market data service expenses.

Marketing and Business Development – Marketing and business development expenses include travel and entertainment costs, advertising and third party marketing fees. In 2015,2017, marketing and business development expenses increased 10.0 percent to $30.0were $31.3 million, compared with $27.3$30.4 million infor the year ended December 31, 2014, due to higher travel expenses from increased business activity and acquisition-related travel.2016.

In 20142016, marketing and business development expenses increased 26.2 percent to $27.3were $30.4 million, compared with $21.6$30.0 million infor the year ended December 31, 2013, due to higher2015, as increased travel expenses were offset by a decline in third party marketing fees associated with our asset management business, as well as higher travel expenses from increased business activity.fees.


31


Trade Execution and Clearance – For the year ended December 31, 2015,2017, trade execution and clearance expenses were $7.8increased to $8.2 million, compared with $7.6$7.7 million million infor the year ended December 31, 2014.2016.

For the year ended December 31, 2014,2016, trade execution and clearance expenses were $7.6$7.7 million, down slightly compared with $8.3 million in the year ended December 31, 2013, due to lower trading execution expenses.2015.

Restructuring and Integration CostsDuringFor the year ended December 31, 2016, we recorded restructuring and acquisition integration costs of $10.2 million, primarily related to our acquisition of Simmons. The expenses consisted of $6.6 million of severance, benefits and outplacement costs, $1.3 million of vacated redundant leased office space, $1.3 million of transaction costs, and $1.0 million of contract termination costs.

For the year ended December 31, 2015, we recorded restructuring and integration costs of $10.7 million, primarily consisting of severance benefits and transaction costs related to the acquisitions of River Branch and BMO GKST. ForThe expenses consisted of $8.8 million of severance, benefits and outplacement costs, $1.4 million of transaction costs, and $0.5 million of contract termination costs.

Goodwill Impairment – During the year ended December 31, 2013,third quarter of 2017, we recorded restructuring and integration costsperformed an interim goodwill impairment test, which resulted in a non-cash goodwill impairment charge of $4.7$114.4 million primarily related to our asset management reporting unit.

During the acquisitionsfourth quarter of Seattle-Northwest and Edgeview. We expect to incur additional restructuring and integration costs2016, we completed our annual goodwill impairment testing, which resulted in 2016, primarilya non-cash goodwill impairment charge of $82.9 million related to the acquisition of Simmons, which is expected to close in the first quarter of 2016.our asset management reporting unit.

Intangible Asset Amortization Expense Intangible asset amortization expense includes the amortization of definite-lived intangible assets consisting of customer relationships and non-competition agreements.the Simmons trade name. For the year ended December 31, 20152017, intangible asset amortization expense was $7.7$15.4 million, compared with $9.3$21.2 million in the corresponding period of 20142016. In the fourth quarter of 2015, we recorded incremental intangible asset amortization expense related to identifiable intangible assets associated with the acquisitions of River Branch and BMO GKST. In 2016, we anticipate incurring a full year of intangible asset amortization expense related to River Branch and BMO GKST and additional intangible asset amortization expense related to the acquisition of Simmons.

For the year ended December 31, 2014,2016, intangible asset amortization expense was $9.3$21.2 million, compared with $8.0$7.7 million in the corresponding period of 2013.2015. The increase reflects incremental intangible asset amortization related to the acquisition of Simmons, and a full year of intangible asset amortization expense related to the 20132015 acquisitions of Seattle-NorthwestRiver Branch and Edgeview.BMO GKST.

Back Office Conversion Costs In 2017, we migrated to a fully disclosed clearing model and are no longer self clearing. Back office conversion costs include costs incurred to transition to a fully disclosed clearing model, such as contract termination fees, vendor migration fees, professional fees, and severance benefits for impacted personnel. For the year ended December 31, 2017, we incurred back office conversion costs of $3.9 million, compared with $0.6 million in the year ended December 31, 2016.

Other Operating Expenses – Other operating expenses include insurance costs, license and registration fees, expenses related to our charitable giving program and litigation-related expenses, which consist of the amounts we reserve and/or pay out related to legal and regulatory matters. Other operating expenses increased to $20.4$12.1 millionin2015, 2017, compared with $11.1 millionin2014. In 2015, we recorded a $9.8 million charge related to settlement of a legal matter.

Other operating expenses increased to $11.1$10.9 million in 2014, compared with $4.7 million in 2013. In 2013, we received insurance proceeds for the reimbursement of prior legal settlements. Additionally, in 2014, we incurred2016. The increase was primarily due to higher expensesexpense related to our charitable giving program driven by our increased profitability.profitability on a non-GAAP basis.

Other operating expenses decreased to $10.9 million in 2016, compared with $20.4 million in 2015. Legal reserves were higher in 2015 due to a $9.8 million charge resulting from settlement of a legal matter.

Income Taxes For the year ended December 31, 2015,2017, our provision for income taxes was $27.9$30.2 million, equating to an which includes a non-cash tax charge of $54.2 million for the remeasurement of our deferred tax assets arising from the passing of the Tax Reform Act and the lower enacted federal corporate tax rate of 21 percent. As a result of the lower enacted federal tax rate, we anticipate our effective tax rate, excluding noncontrolling interests and the impact from stock-based compensation award vestings, to be approximately 25 percent to 27 percent, beginning in 2018. Excluding this charge, our provision from income taxes in 2017 was a benefit of 34.9 percent.$23.9 million as a result of pre-tax losses related to the $114.4 million non-cash goodwill impairment charge. In addition, for the year ended December 31, 2017, we recorded a $9.2 million tax benefit related to stock-based compensation awards vesting

at values greater than the grant price. As discussed in Note 3, "Recent Accounting Pronouncements and Other Guidance" in the notes to our consolidated financial statements included in this Form 10-K, effective as of January 1, 2017, new accounting guidance requires us to recognize the income tax effects of stock-based compensation awards in the income statement when the awards vest, rather than as additional paid-in capital. The amount recognized in the income statement in future periods may vary depending upon, among other things, the number of restricted shares vesting and their change in value since the grant date. We would expect that the impact of this guidance will be more meaningful in the first half of each year as the majority of our restricted stock vestings related to our employees' incentive compensation occurs in February.

For the year ended December 31, 2014,2016, our provisionbenefit for income taxes was $36.0$17.1 million, equating to an effective tax rate, excluding noncontrolling interests, of 36.343.8 percent. The higher effective tax rate was due to the benefit from tax-exempt municipal interest income during a period with pre-tax losses.

For the year ended December 31, 2013,2015, our provision for income taxes was $20.4$27.9 million, equating to an effective tax rate, excluding noncontrolling interests, of 29.034.9 percent. In 2013, we recorded a tax benefit for the full reversal of our U.K subsidiary's deferred tax asset valuation allowance of $4.0 million as we achieved three years of profitability and forecasted future taxable profits.


32


Segment Performance from Continuing Operations

We measure financial performance by business segment. Our two reportable segments are Capital Markets and Asset Management. We determined these segments based upon the nature of the financial products and services provided to customers and our management organization. Segment pre-tax operating incomeincome/(loss) and segment pre-tax operating margin are used to evaluate and measure segment performance by our chief operating decision maker in deciding how to allocate resources and in assessing performance in relation to our competitors. Revenues and expenses directly associated with each respective segment are included in determining segment operating results. Revenues and expenses that are not directly attributable to a particular segment are allocated based upon our allocation methodologies, generally based on each segment’ssegment's respective net revenues, use of shared resources, headcount or other relevant measures.

Throughout this section, we have presented segment results on both a U.S. GAAP and non-GAAP basis. Management believes that presenting adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin in conjunction with the U.S. GAAP measures provides a more meaningful basis for comparison of its operating results and underlying trends between periods.periods, and enhances the overall understanding of our current financial performance by excluding certain items that may not be indicative of our core operating results. The non-GAAP segment results should be considered in addition to, not as a substitute for, the segment results prepared in accordance with U.S. GAAP.

Adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin exclude (1) revenues and expenses related to noncontrolling interests, (2) amortization of intangible assets related to acquisitions, (3) compensation and non-compensation expenses from acquisition-related agreements, and (4) restructuring and acquisition integration costs.costs and (5) goodwill impairment charges. For U.S. GAAP purposes, these items are included in each of their respective line items on the consolidated statements of operations.

Adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin present the segments' results of operations excluding the impact resulting from the consolidation of noncontrolling interests in alternative asset management funds and private equity investment vehicles. Consolidation of these funds results in the inclusion of the proportionate share of the income or loss attributable to the equity interests in consolidated funds that are not attributable, either directly or indirectly, to us (i.e. noncontrolling interests). This proportionate share is reflected in net income/(loss)income applicable to noncontrolling interests in the accompanying consolidated statements of operations, and has no effect on the overall financial performance of the segments, as ultimately, this income or loss is not income or loss for the segments themselves. Included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin is the actual proportionate share of the income or loss attributable to us as an investor in such funds.

Adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin also exclude amortization of intangible assets and compensation and non-compensation expenses from acquisition-related agreements. These amounts are excluded on a non-GAAP basis as they represent expenses specifically related to acquisitions that will eventually be fully amortized and therefore not part of our on-going operations. The restructuring and integration costs excluded from adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin represent charges that resulted from severance benefits, vacating redundant leased office space and contract termination costs. Restructuring and integration costs are excluded from our non-GAAP financial measures as they generally relate to an acquisition or a specific event and excluding these amounts provides a better understanding of our core non-compensation expenses. Management believes that presenting adjusted segment pre-tax operating income and

adjusted segment pre-tax operating margin excluding the acquisition-related amounts and restructuring and integration costs provides clarity on the financial results generated by the core operating components of our business. The non-cash goodwill impairment charges recognized in 2017 and 2016 relate to the asset management reporting unit.


33


Capital Markets

The following table sets forth the Capital Markets adjusted segment financial results from continuing operations and adjustments necessary to reconcile to our consolidated U.S. GAAP pre-tax operating income and pre-tax operating margin for the periods presented:
Year Ended December 31,Year Ended December 31,
2015 20142017 2016
  Adjustments (1)     Adjustments (1)    Adjustments (1)     Adjustments (1)  
Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.
(Dollars in thousands)Adjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAPAdjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAP
Investment banking                              
Financing                              
Equities$114,468
 $
 $
 $114,468
 $109,706
 $
 $
 $109,706
$98,996
 $
 $
 $98,996
 $71,161
 $
 $
 $71,161
Debt91,195
 
 
 91,195
 63,005
 
 
 63,005
93,434
 
 
 93,434
 115,013
 
 
 115,013
Advisory services209,163
 
 
 209,163
 197,880
 
 
 197,880
443,303
 
 
 443,303
 304,654
 
 
 304,654
Total investment banking414,826
 
 
 414,826
 370,591
 
 
 370,591
635,733
 
 
 635,733
 490,828
 
 
 490,828
                              
Institutional sales and trading                              
Equities78,584
 
 
 78,584
 82,211
 
 
 82,211
81,717
 
 
 81,717
 87,992
 
 
 87,992
Fixed income93,489
 816
 
 94,305
 92,200
 
 
 92,200
89,455
 
 
 89,455
 90,495
 971
 
 91,466
Total institutional sales and trading172,073
 816
 
 172,889
 174,411
 
 
 174,411
171,172
 
 
 171,172
 178,487
 971
 
 179,458
                              
Total management and performance fees4,642
 
 
 4,642
 5,398
 
 
 5,398
5,566
 
 
 5,566
 6,363
 
 
 6,363
                              
Investment income15,474
 8,994
 
 24,468
 8,347
 15,699
 
 24,046
12,321
 5,319
 
 17,640
 14,692
 10,099
 
 24,791
                              
Long-term financing expenses(7,494) 
 
 (7,494) (6,655) 
 
 (6,655)(7,676) 
 
 (7,676) (9,136) 
 
 (9,136)
                              
Net revenues599,521
 9,810
 
 609,331
 552,092
 15,699
 
 567,791
817,116
 5,319
 
 822,435
 681,234
 11,070
 
 692,304
                              
Operating expenses511,241
 3,403
 16,293
 530,937
 467,198
 4,546
 6,917
 478,661
669,630
 2,932
 65,777
 738,339
 580,974
 2,864
 62,025
 645,863
                              
Segment pre-tax operating income$88,280
 $6,407
 $(16,293) $78,394
 $84,894
 $11,153
 $(6,917) $89,130
$147,486
 $2,387
 $(65,777) $84,096
 $100,260
 $8,206
 $(62,025) $46,441
                              
Segment pre-tax operating margin14.7%     12.9% 15.4%     15.7%18.0%     10.2% 14.7%     6.7%
(1)The following is a summary of the adjustments needed to reconcile our consolidated U.S. GAAP segment pre-tax operating income and segment pre-tax operating margin to the adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin:
Noncontrolling interests – The impacts of consolidating noncontrolling interests in our alternative asset management funds are not included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin.
Other Adjustments – The following table sets forth the items not included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin for the periods presented:
 Year Ended December 31,
(Dollars in thousands)2017 2016
Compensation from acquisition-related agreements$54,999
 $36,241
Restructuring and integration costs
 10,197
Amortization of intangible assets related to acquisitions10,178
 15,587
Non-compensation expenses from acquisition-related agreements600
 
 $65,777
 $62,025


Capital Markets net revenues on a U.S. GAAP basis increased 18.8 percent to $822.4 million for the year ended December 31, 2017, compared with $692.3 million in the prior-year period. For the year ended December 31, 2017, Capital Markets adjusted net revenues were $817.1 million compared with $681.2 million for the year ended December 31, 2016. The variance explanations for net revenues and adjusted net revenues are consistent on both a U.S. GAAP and non-GAAP basis.

Investment banking revenues comprise all of the revenues generated through equity and debt financing and advisory services activities, which include mergers and acquisitions, equity private placements, debt and restructuring advisory, and municipal financial advisory transactions. To assess the profitability of investment banking, we aggregate investment banking fees with the net interest income or expense associated with these activities.

In 2017, investment banking revenues increased 29.5 percent to $635.7 million compared with $490.8 million in the corresponding period of the prior year as strong advisory services and equity financing revenues were partially offset by lower debt financing revenues. For the year ended December 31, 2017, advisory services revenues increased 45.5 percent to $443.3 million, compared with $304.7 million in 2016. The increase reflects our long-term efforts to invest in and grow the advisory services business and the breadth of our platform. Revenue growth in advisory services also reflects market share gains, supplemented by constructive markets. We completed 163 transactions with an aggregate enterprise value of $34.3 billion in 2017, compared with 150 transactions with an aggregate enterprise value of $22.3 billion in 2016. For the year ended December 31, 2017, equity financing revenues were $99.0 million, up 39.1 percent compared with $71.2 million in the prior-year period, due to more completed transactions and higher revenue per transaction in an improved market environment. Market conditions, driven by increased valuations and low volatility, were conducive for equity capital raising in 2017. During 2017, we completed 84 equity financings, raising $17.1 billion for our clients, compared with 68 equity financings, raising $13.7 billion for our clients in the year-ago period. Debt financing revenues for the year ended December 31, 2017 were $93.4 million, a decrease of 18.8 percent compared with $115.0 million in the year-ago period. Despite an increase in municipal issuance volume at the end of 2017 as issuers accelerated financings before the implementation of federal tax law changes in 2018, public finance revenues declined compared to a very strong 2016. Refunding activity decreased compared to the prior-year period, and was only partially offset by an increase in new money issuance volumes in 2017. During 2017, we completed 622 negotiated municipal issues with a total par value of $15.3 billion, compared with 718 negotiated municipal issues with a total par value of $16.7 billion during the prior-year period.

Institutional sales and trading revenues comprise all of the revenues generated through trading activities, which consist of facilitating customer trades, executing competitive municipal underwritings and our strategic trading activities in municipal bonds and U.S. government agency securities. To assess the profitability of institutional brokerage activities, we aggregate institutional brokerage revenues with the net interest income or expense associated with financing, economically hedging and holding long or short inventory positions. Our results may vary from quarter to quarter as a result of changes in trading margins, trading gains and losses, net interest spreads, trading volumes and the timing of transactions based on market opportunities.

For the year ended December 31, 2017, institutional brokerage revenues decreased 4.6 percent to $171.2 million, compared with $179.5 million in the prior-year period, due to lower equity and fixed income institutional brokerage revenues. Equity institutional brokerage revenues were $81.7 million in 2017, down 7.1 percent compared with $88.0 million in 2016, as historically low levels of volatility reduced client trading volumes during the year. For the year ended December 31, 2017, fixed income institutional brokerage revenues were $89.5 million, down 2.2 percent compared with $91.5 million in the prior-year period. Customer flow activity remained light for most of 2017 due to the low interest rates and flat yield curve.

Management and performance fees include the fees generated from our merchant banking, energy and senior living funds with outside investors. For the year ended December 31, 2017, management and performance fees were $5.6 million, compared with $6.4 million in the prior-year period, due primarily to lower performance fees from our merchant banking fund. Upon adopting new revenue recognition guidance effective as of January 1, 2018, we expect to defer the recognition of performance fees on our merchant banking, energy and senior living funds until such fees are no longer subject to reversal, which will cause a delay in the recognition of these fees as revenue.

Investment income includes realized and unrealized gains and losses on investments, including amounts attributable to noncontrolling interests, in our merchant banking, energy and senior living funds, and other firm investments. For the year ended December 31, 2017, investment income was $17.6 million, compared to $24.8 million in 2016. In 2017, we recorded lower gains in our merchant banking and senior living funds, which were partially offset by higher gains on our other firm investments. Excluding the impact of noncontrolling interests, adjusted investment income was $12.3 million in 2017.


Long-term financing expenses primarily represent interest recorded on our senior notes. For the year ended December 31, 2017, long-term financing expenses decreased to $7.7 million, compared to $9.1 million in the prior-year period. We repaid the $50 million of Class A senior notes upon maturity on May 31, 2017.

Capital Markets segment pre-tax operating margin for the year ended December 31, 2017 increased to 10.2 percent, compared with 6.7 percent for 2016. The increased pre-tax operating margin was due to a lower non-compensation ratio driven by higher revenues and lower levels of restructuring costs, which was partially offset by higher acquisition-related costs. In the year-ago period, we recorded $10.2 million of restructuring and integration costs primarily related to the acquisition of Simmons. Adjusted segment pre-tax operating margin of 18.0 percent in 2017 was an increase from the 14.7 percent operating margin recorded in 2016 due to operating leverage as a result of higher revenues. Adjusted net revenues increased 19.9 percent in 2017 and adjusted operating expenses increased 15.3 percent compared to 2016, reflecting operating leverage in the business.

The following table sets forth the Capital Markets adjusted segment financial results and adjustments necessary to reconcile to our consolidated U.S. GAAP pre-tax operating income and pre-tax operating margin for the periods presented:
 Year Ended December 31,
 2016 2015
   Adjustments (1)     Adjustments (1)  
 Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.
(Dollars in thousands)Adjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAP
Investment banking               
Financing               
Equities$71,161
 $
 $
 $71,161
 $114,468
 $
 $
 $114,468
Debt115,013
 
 
 115,013
 91,195
 
 
 91,195
Advisory services304,654
 
 
 304,654
 209,163
 
 
 209,163
Total investment banking490,828
 
 
 490,828
 414,826
 
 
 414,826
                
Institutional sales and trading               
Equities87,992
 
 
 87,992
 78,584
 
 
 78,584
Fixed income90,495
 971
 
 91,466
 93,489
 816
 
 94,305
Total institutional sales and trading178,487
 971
 
 179,458
 172,073
 816
 
 172,889
                
Total management and performance fees6,363
 
 
 6,363
 4,642
 
 
 4,642
                
Investment income14,692
 10,099
 
 24,791
 15,474
 8,994
 
 24,468
                
Long-term financing expenses(9,136) 
 
 (9,136) (7,494) 
 
 (7,494)
                
Net revenues681,234
 11,070
 
 692,304
 599,521
 9,810
 
 609,331
                
Operating expenses580,974
 2,864
 62,025
 645,863
 511,241
 3,403
 16,293
 530,937
                
Segment pre-tax operating income$100,260
 $8,206
 $(62,025) $46,441
 $88,280
 $6,407
 $(16,293) $78,394
                
Segment pre-tax operating margin14.7%     6.7% 14.7%     12.9%
(1)The following is a summary of the adjustments needed to reconcile our consolidated U.S. GAAP segment pre-tax operating income and segment pre-tax operating margin to the adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin:
Noncontrolling interests – The impacts of consolidating noncontrolling interests in our alternative asset management funds and private equity investment vehicles are not included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin.

Other Adjustments – The following table sets forth the items not included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin for the periods presented:
Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2015 20142016 2015
Compensation from acquisition-related agreements$4,019
 $3,945
$36,241
 $4,019
Restructuring and integration costs10,652
 
10,197
 10,652
Amortization of intangible assets related to acquisitions1,622
 2,972
15,587
 1,622
$16,293
 $6,917
$62,025
 $16,293

Capital Markets net revenues on a U.S. GAAP basis increased 13.6 percent to $692.3 million for the year ended December 31, 2016, compared with $609.3 million for the year ended December 31, 2015. For the year ended December 31, 2016, Capital Markets adjusted net revenues increased 8.6 percent to $599.5were $681.2 million for the year ended December 31, 2015, compared with $552.1$599.5 million in the prior-year period.


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Investment bankingprior year. The variance explanations for net revenues comprise all of theand adjusted net revenues generated through equityare consistent on both a U.S. GAAP and debt financing and advisory services activities, which include mergers and acquisitions, equity private placements, debt advisory, and municipal financial advisory transactions. To assess the profitability of investment banking, we aggregate investment banking fees with the net interest income or expense associated with these activities.non-GAAP basis.

In 2015,2016, investment banking revenues increased 11.918.3 percent to $414.8$490.8 million compared with $370.6$414.8 million in the corresponding period of the prior year, due primarily toas strong advisory services and debt financing and advisory servicesrevenues were partially offset by lower equity financing revenues. For the year ended December 31, 2015, equity financing2016, advisory services revenues were $114.5increased to $304.7 million, up 4.3compared with $209.2 million in 2015. The increase reflects our long-term effort to grow our advisory services business, including expansion into the energy and financial institutions sectors. Our revenues increased more than 45 percent compared with $109.7 million in the prior-year period, as a result of more completed transactions and slightly higher revenue per transaction. We were book runner on 70 percent of our transactions in 2015 compared to 52 percent in the prior year. During 2015, weyear while market-wide mergers and acquisitions activity declined, which reflects meaningful market share gains. Our debt advisory group also contributed to the strong results. We completed 95 equity financings, raising $17.4150 transactions with an aggregate enterprise value of $22.3 billion for our clients,during 2016, compared with 90 equity financings, raising $20.582 transactions with an aggregate enterprise value of $23.0 billion for our clients in the year-ago period.2015. Debt financing revenues for the year ended December 31, 20152016 were $91.2$115.0 million, an increase of 44.7up 26.1 percent compared with $63.0$91.2 million in the year-ago period,prior year, due to higher public finance revenues resultingrevenues. Our public finance business benefited from market-wide increases in the volume of municipal issuances in 2015,increased new money issuance volumes and refunding activity, as well as market share gains attributable to our geographic and sector expansion and product diversification.expansion. In 2015,2016, our par value from negotiated debt issuances increased 49.817.2 percent, compared to 18.710.5 percent for the industry. During 2015,2016, we completed 718 negotiated municipal issues with a total par value of $16.7 billion, compared with 707 negotiated municipal issues with a total par value of $14.3 billion compared with 485 negotiated municipal issues with a total par value of $9.5 billion during the prior-year period.2015. For the year ended December 31, 2015, advisory services2016, equity financing revenues increased to $209.2were $71.2 million, down 37.8 percent compared with $197.9$114.5 million in 2014,2015, due to increased mergersfewer completed transactions and acquisitions services revenues from higherlower revenue per transaction. Our strategic focus to grow our mergers and acquisitions resourcesThe equity capital raising business experienced challenging market conditions for most of 2016. The total available fee pool in the middlesub-$2 billion market decreased 33 percent in 2016. Contributions from our expansion into the energy and continued leadershipfinancial institutions sectors partially offset the impact of the significant decrease in the healthcare sector has resulted in market share gains and increased revenues. Wecapital raising. During 2016, we completed 82 transactions with an aggregate enterprise value of $23.068 equity financings, raising $13.7 billion in 2015,for our clients, compared with 91 transactions with an aggregate enterprise value of $14.795 equity financings, raising $17.4 billion for our clients in 2014.

Institutional sales and trading revenues comprise all of the revenues generated through trading activities, which consist of facilitating customer trades, executing competitive municipal underwritings and our strategic trading activities in municipal bonds, mortgage-backed securities and U.S. government agency securities. To assess the profitability of institutional brokerage activities, we aggregate institutional brokerage revenues with the net interest income or expense associated with financing, economically hedging and holding long or short inventory positions. Our results may vary from quarter to quarter as a result of changes in trading margins, trading gains and losses, net interest spreads, trading volumes and the timing of transactions based on market opportunities.2015.

For the year ended December 31, 2015, adjusted2016, institutional brokerage revenues decreased slightlyincreased 3.8 percent to $172.1$179.5 million, compared with $174.4$172.9 million in the prior-year period, due to lower2015, as higher equity institutional brokerage revenues were partially offset by higher adjustedlower fixed income institutional brokerage revenues. Equity institutional brokerage revenues were $88.0 million in 2016, up 12.0 percent compared with $78.6 million in 2015, down 4.4 percent compared with $82.2 million in 2014.2015. The decrease was primarily due to lower client trading volumes, offset in part by contributions fromincrease reflects our expansion into the energy and financial institutions group expansion.sectors and expanded research capabilities. For the year ended December 31, 2015, adjusted2016, fixed income institutional brokerage revenues were $93.5$91.5 million, up slightlydown 3.0 percent compared with $92.2$94.3 million in the prior-year period, as a declineprior year. The addition of BMO GKST in strategic trading revenues was more than offset by solid performancethe fourth quarter of 2015 resulted in gains to our customer flow business in 2016, which were offset by lower trading gains from fewer trading opportunities. Challenging market conditions at various times during 2016 negatively impacted our trading opportunities, which reduced our revenues. Credit spreads were volatile in the first quarter of 2016, and incremental revenues associated with our acquisitionthe municipal market, in which we have a meaningful presence, was volatile in the fourth quarter of BMO GKST.2016.

Management and performance fees include the fees generated from our municipal bond, merchant banking and senior living funds with outside investors. For the year ended December 31, 2015,2016, management and performance fees were $4.6$6.4 million, down 14.0up 37.1 percent compared with $5.4$4.6 million in the prior-year period,2015, due to decreased performanceincremental management fees generated from our municipal bond fund, partially offset bytwo energy funds, which we acquired with the Simmons acquisition, as well as higher performance fees from our merchant banking fund. In the third quarter of 2015, we closed the municipal bond fund and completed its liquidation in October 2015.

Adjusted investment income includes realized and unrealized gains and losses on our investments in the merchant banking fund and the municipal bond fund that we manage for third party investors, and other firm investments. For the year ended December 31, 2015, adjusted investment income was $15.5 million, compared to $8.3 million in 2014. In 2015, we recorded higher gains on our merchant banking activities, whichThese increases were partially offset by lower gains on themanagement fees from a municipal bond fund with outside investors, thatwhich we liquidatedclosed in the fourththird quarter of 2015.

Long-term financing expenses primarily represent interest paidFor the year ended December 31, 2016, investment income was $24.8 million, compared to $24.5 million in 2015. In 2016, higher gains on the senior living fund that we manage, as well as higher gains on our senior notes. Forfirm investments, were offset by lower gains in our merchant banking fund. Excluding the year ended December 31, 2015,impact of noncontrolling interests, adjusted investment income was $14.7 million in 2016.

In 2016, long-term financing expenses increased to $7.5$9.1 million, compared to $6.7$7.5 million in the prior-year period,prior year, as we increased the amount of outstanding principal on our senior notes in the fourth quarter of 2015 from $125 million to $175 million.


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Table of Contents

Capital Markets adjusted segment pre-tax operating margin for the year ended December 31, 20152016 decreased to 14.76.7 percent, compared with 15.412.9 percent for 2014. The decrease in adjusted2015, due to higher acquisition-related costs. Adjusted segment pre-tax operating margin of 14.7 percent for 2016 was consistent with 2015. In 2016, a decrease in our non-compensation ratio was offset by a higher compensation ratio due to higher non-compensation expenses resulting from a legal settlement as well as additional expenses associated with our recent acquisitions and our financial institutions group expansion.mix of business.
Asset Management

The following table sets forth the Asset Management segment financial results and adjustments necessary to reconcile to our consolidated U.S. GAAP pre-tax operating income/(loss) and pre-tax operating margin for the periods presented:
 Year Ended December 31,
 2014 2013
   Adjustments (1)     Adjustments (1)  
 Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.
(Dollars in thousands)Adjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAP
Investment banking               
Financing               
Equities$109,706
 $
 $
 $109,706
 $94,472
 $
 $
 $94,472
Debt63,005
 
 
 63,005
 71,164
 
 
 71,164
Advisory services197,880
 
 
 197,880
 83,292
 
 
 83,292
Total investment banking370,591
 
 
 370,591
 248,928
 
 
 248,928
                
Institutional sales and trading               
Equities82,211
 
 
 82,211
 91,169
 
 
 91,169
Fixed income92,200
 
 
 92,200
 76,275
 
 
 76,275
Total institutional sales and trading174,411
 
 
 174,411
 167,444
 
 
 167,444
                
Total management and performance fees5,398
 
 
 5,398
 3,891
 
 
 3,891
                
Investment income8,347
 15,699
 
 24,046
 21,610
 8,794
 
 30,404
                
Long-term financing expenses(6,655) 
 
 (6,655) (7,420) 
 
 (7,420)
                
Net revenues552,092
 15,699
 
 567,791
 434,453
 8,794
 
 443,247
                
Operating expenses467,198
 4,546
 6,917
 478,661
 382,157
 3,400
 7,674
 393,231
                
Segment pre-tax operating income$84,894
 $11,153
 $(6,917) $89,130
 $52,296
 $5,394
 $(7,674) $50,016
                
Segment pre-tax operating margin15.4%     15.7% 12.0%     11.3%
 Year Ended December 31,
 2017 2016
   Adjustments (1)     Adjustments (1)  
 Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.
(Dollars in thousands)Adjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAP
Management fees               
Equity$23,639
 $
 $
 $23,639
 $28,164
 $
 $
 $28,164
MLP27,630
 
 
 27,630
 25,561
 
 
 25,561
Total management fees51,269
 
 
 51,269
 53,725
 
 
 53,725
                
Performance fees               
Equity
     
 584
 
 
 584
MLP
     
 
 
 
 
Total performance fees
 
 
 
 584
 
 
 584
                
Total management and performance fees51,269
 
 
 51,269
 54,309
 
 
 54,309
                
Investment income1,219
 
 
 1,219
 736
 
 
 736
                
Total net revenues52,488
 
 
 52,488
 55,045
 
 
 55,045
                
Operating expenses46,322
 
 119,585
 165,907
 43,824
 
 88,536
 132,360
                
Segment pre-tax operating income/(loss)$6,166
 $
 $(119,585) $(113,419) $11,221
 $
 $(88,536) $(77,315)
                
Segment pre-tax operating margin11.7%     (216.1)% 20.4%     (140.5)%
                
Adjusted segment pre-tax operating margin excluding investment income (2)9.6%       19.3%      
(1)Other Adjustments – The following table sets forth the items not included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin for the periods presented:
 Year Ended December 31,
(Dollars in thousands)2014 2013
Compensation from acquisition-related agreements$3,945
 $1,620
Restructuring and integration costs
 4,705
Amortization of intangible assets related to acquisitions2,972
 1,349
 $6,917
 $7,674

Capital Markets adjusted net revenues increased 27.1 percent to $552.1 million for the year ended December 31, 2014, compared with $434.5 million for the year ended December 31, 2013.


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In 2014, investment banking revenues increased 48.9 percent to $370.6 million compared with $248.9 million in the prior year, due to higher equity financing and advisory services revenues. For the year ended December 31, 2014, equity financing revenues were $109.7 million, up 16.1 percent compared with $94.5 million in the prior-year period, as favorable equity markets, particularly in the first half of 2014, led to an increase in capital raising in our focus sectors, especially healthcare, our strongest sector, resulting in more completed transactions and higher revenue per transaction. During 2014, we completed 90 equity financings, raising $20.5 billion for our clients, compared with 82 equity financings, raising $19.3 billion for our clients in 2013. Debt financing revenues for the year ended December 31, 2014 were $63.0 million, down 11.5 percent compared with $71.2 million in the prior year, due to lower public finance revenues resulting from fewer completed transactions as our volume of new market issuances declined, and reduced underwriting spreads. During 2014, we completed 485 negotiated municipal issues with a total par value of $9.5 billion, compared with 522 negotiated municipal issues with a total par value of $9.7 billion during 2013. For the year ended December 31, 2014, advisory services revenues increased to $197.9 million, compared with $83.3 million in 2013, due to higher U.S. merger and acquisitions revenue from more completed transactions and higher revenue per transaction. Low volatility, attractive valuation levels and readily available credit created a robust mergers and acquisitions environment in 2014. Our strategic focus to strengthen our mergers and acquisitions resources in the middle market enabled us to capitalize on this environment. We completed 91 transactions with an aggregate enterprise value of $14.7 billion during 2014, compared with 46 transactions with an aggregate enterprise value of $5.3 billion in 2013.

In 2014, institutional brokerage revenues increased to $174.4 million, compared with $167.4 million in 2013, due to higher fixed income institutional brokerage revenues, partially offset by lower equity institutional brokerage revenues. Equity institutional brokerage revenues were $82.2 million in 2014, down 9.8 percent compared with $91.2 million in 2013, due to lower revenues from block trades and losses from our equity strategic trading activities compared to trading gains in the prior-year period. For the year ended December 31, 2014, fixed income institutional brokerage revenues were $92.2 million, up 20.9 percent compared with $76.3 million in the prior-year period. Higher trading gains and investments made in our middle markets team generated incremental revenue to offset the impact of client trading volumes remaining relatively flat. In the second quarter of 2013, we recorded trading losses on inventory positions due to a volatile trading environment caused by a rapid rise in interest rates and widening of credit spreads during that period.

For the year ended December 31, 2014, management and performance fees were $5.4 million, compared with $3.9 million in 2013, due to increased performance fees from our municipal bond fund with outside investors.

For the year ended December 31, 2014, adjusted investment income was $8.3 million, compared to $21.6 million in 2013. In 2013, we recorded larger gains on our merchant banking activities. Merchant banking investments made before 2010 are accounted for on a cost basis, which can result, and in 2013 did result, in significant realized gains in the period of a liquidity event for these investments. Note 12 of our consolidated financial statements highlights the difference between the fair value of investments and the cost basis for these investments.

For the year ended December 31, 2014, long-term financing expenses decreased to $6.7 million, compared to $7.4 million in the prior-year period.

Capital Markets adjusted segment pre-tax operating margin for 2014 increased to 15.4 percent, compared with 12.0 percent for 2013, due to operating leverage gained from increased revenues.

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Asset Management

The following table sets forth the Asset Management segment financial results from continuing operations and adjustments necessary to reconcile to our consolidated U.S. GAAP pre-tax operating income and pre-tax operating margin for the periods presented:
 Year Ended December 31,
 2015 2014
   Adjustments (1)     Adjustments (1)  
 Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.
(Dollars in thousands)Adjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAP
Management fees               
Value equity$38,249
 $
 $
 $38,249
 $47,987
 $
 $
 $47,987
MLP31,918
 
 
 31,918
 30,785
 
 
 30,785
Total management fees70,167
 
 
 70,167
 78,772
 
 
 78,772
                
Performance fees               
Value equity208
     208
 684
 
 
 684
MLP
     
 208
 
 
 208
Total performance fees208
 
 
 208
 892
 
 
 892
                
Total management and performance fees70,375
 
 
 70,375
 79,664
 
 
 79,664
                
Investment income/(loss)(6,788) 
 
 (6,788) 683
 
 
 683
                
Total net revenues63,587
 
 
 63,587
 80,347
 
 
 80,347
                
Operating expenses49,304
 
 6,254
 55,558
 51,582
 
 7,584
 59,166
                
Segment pre-tax operating income$14,283
 $
 $(6,254) $8,029
 $28,765
 $
 $(7,584) $21,181
                
Segment pre-tax operating margin22.5%     12.6% 35.8%     26.4%
                
Adjusted segment pre-tax operating margin excluding investment income/(loss) (2)29.9%       35.3%      
(1)Other Adjustments – The following table sets forth the items not included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin for the periods presented:
Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2015 20142017 2016
Compensation from acquisition-related agreements$214
 $1,284
Restructuring and integration costs$
 $9
Goodwill impairment114,363
 82,900
Amortization of intangible assets related to acquisitions6,040
 6,300
5,222
 5,627
$6,254
 $7,584
$119,585
 $88,536
(2)Management believes that presenting adjusted segment pre-tax operating margin excluding investment income/(loss)income, a non-GAAP measure, provides the most meaningful basis for comparison of Asset Management operating results across periods.


38


Management and performance fee revenues comprise the revenues generated throughfrom management and investment advisory services performed for separately managed accounts, registered funds and partnerships. Investment performance and clientClient asset inflows and outflows and investment performance have a direct effect on management and performance fee revenues. Management fees are generally based on the level of assets under management ("AUM") measured monthly or quarterly, and an increase or reduction in AUM, due to market price fluctuations or net client asset flows, will result in a corresponding increase or decrease in management fees. Fees vary with the type of assets managed and the vehicle in which they are managed. Performance fees are earned when the investment return on AUM exceeds certain benchmark targets or other performance targets over a specified measurement period. The level of performance fees earned can vary significantly from period to period and these fees may not necessarily be correlated to changes in total AUM. The majority of performance fees, if earned, are generally recorded in the fourth quarter of the applicable year or upon withdrawal of client assets. At December 31, 20152017, approximately ninefive percent of our AUM was eligible to earn performance fees.

For the year ended December 31, 2015,2017, management fees were $70.2$51.3 million, a decrease of 10.94.6 percent, compared with $78.8$53.7 million in the prior-year period, due to decreasedas lower management fees from our value equity strategies.product offerings were partially offset by higher management fees from our MLP product offerings. In 2015,2017, management fees related to our value equity strategies were $38.2$23.6 million, down 20.316.1 percent compared to 2014, due to lower average AUM from net client outflows and market depreciation, as well as$28.2 million in 2016. The decrease was driven by a lower average effective yield.revenue yield which resulted from changes in our product mix, as well as lower average AUM due to net client outflows. The average effective revenue yield (total management fees as a percentage of our average month-end AUM) for our value equity strategies was 6962 basis points for the year ended December 31, 2015,2017, compared to 78with 71 basis points for the year ended December 31, 2014. The decline in the average effective revenue yield was driven by large new investments from institutional investors, which have a lower fee structure.prior-year period. Management fees from our MLP strategies increased 3.78.1 percent in 20152017 to $31.9$27.6 million compared with $30.8$25.6 million in 2014,2016, due to a higher average effective revenue yields, partially offset by lower AUM, driven by sharp declines in MLP valuations.yield and a slightly higher average AUM. The average effective revenue yield for our MLP strategies was 6165 basis points for the year ended December 31, 2015,2017, compared to 54with 62 basis points for the corresponding period in the prior year. The increase in the average effective revenue yield was due to more assets from individual investors in open-ended mutual funds, which earned higher fees. Our MLP strategies are energy-oriented and valuations declined significantly in the second half of 2015 and continue to decline, which meaningfully reduces our MLP AUM. Absent significant market appreciation or significant inflows, management fees from our MLP strategies will likely decline in 2016 given current conditions in the energy markets.

For the year ended December 31, 2015, performance fees were $0.2 million, compared to $0.9 million in the prior-year period. 2016.

The performance fees of $0.6 million recorded in 2015 and 2014 primarily2016 resulted from certain funds exceeding their performance targets over a specified measurement period or at the time of client asset withdrawals.period.

Investment income/(loss)income includes gains and losses from our investments in registered funds and private funds or partnerships that we manage. In 2015,2017, we recorded an investment lossincome of $6.81.2 million driven by unrealized losses in MLP investments,, compared with income of $0.7 million for the year ended December 31, 20142016.

Adjusted segmentThe negative pre-tax operating margin for the year ended December 31, 2015in 2017 and 2016 was 22.5 percent, compared to 35.8 percent for the year ended December 31, 2014.driven by non-cash goodwill impairment charges of $114.4 million and $82.9 million, respectively. Excluding investment income/(loss)income on firm capital invested in our strategies, adjusted operating margin declined from 35.319.3 percent in 20142016 to 29.99.6 percent in 2015,2017. The decrease was due to lower management fees.negative operating leverage in the business.


The following table sets forth the Asset Management segment financial results and adjustments necessary to reconcile to our consolidated U.S. GAAP pre-tax operating income/(loss) and pre-tax operating margin for the periods presented:
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Year Ended December 31,Year Ended December 31,
2014 20132016 2015
  Adjustments (1)     Adjustments (1)    Adjustments (1)     Adjustments (1)  
Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.Total Noncontrolling Other U.S. Total Noncontrolling Other U.S.
(Dollars in thousands)Adjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAPAdjusted Interests Adjustments GAAP Adjusted Interests Adjustments GAAP
Management fees                              
Value equity$47,987
 $
 $
 $47,987
 $50,066
 $
 $
 $50,066
Equity$28,164
 $
 $
 $28,164
 $38,249
 $
 $
 $38,249
MLP30,785
 
 
 30,785
 21,248
 
 
 21,248
25,561
 
 
 25,561
 31,918
 
 
 31,918
Total management fees78,772
 
 
 78,772
 71,314
 
 
 71,314
53,725
 
 
 53,725
 70,167
 
 
 70,167
                              
Performance fees                              
Value equity684
 
 
 684
 7,620
 
 
 7,620
Equity584
 
 
 584
 208
 
 
 208
MLP208
 
 
 208
 220
 
 
 220

 
 
 
 
 
 
 
Total performance fees892
 
 
 892
 7,840
 
 
 7,840
584
 
 
 584
 208
 
 
 208
                              
Total management and performance fees79,664
 
 
 79,664
 79,154
 
 
 79,154
54,309
 
 
 54,309
 70,375
 
 
 70,375
                              
Investment income683
 
 
 683
 2,794
 
 
 2,794
Investment income/(loss)736
 
 
 736
 (6,788) 
 
 (6,788)
                              
Total net revenues80,347
 
 
 80,347
 81,948
 
 
 81,948
55,045
 
 
 55,045
 63,587
 
 
 63,587
                              
Operating expenses51,582
 
 7,584
 59,166
 48,439
 
 7,912
 56,351
43,824
 
 88,536
 132,360
 49,304
 
 6,254
 55,558
                              
Segment pre-tax operating income$28,765
 $
 $(7,584) $21,181
 $33,509
 $
 $(7,912) $25,597
Segment pre-tax operating income/(loss)$11,221
 $
 $(88,536) $(77,315) $14,283
 $
 $(6,254) $8,029
                              
Segment pre-tax operating margin35.8%     26.4% 40.9%     31.2%20.4%     (140.5)% 22.5%     12.6%
                              
Adjusted segment pre-tax operating margin excluding investment income (2)35.3%       38.8%      
Adjusted segment pre-tax operating margin excluding investment income/(loss) (2)19.3%       29.9%      
(1)Other Adjustments – The following table sets forth the items not included in adjusted segment pre-tax operating income and adjusted segment pre-tax operating margin for the periods presented:
Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2014 20132016 2015
Compensation from acquisition-related agreements$1,284
 $1,284
$
 $214
Restructuring and integration costs
 (16)9
 
Goodwill impairment82,900
 
Amortization of intangible assets related to acquisitions6,300
 6,644
5,627
 6,040
$7,584
 $7,912
$88,536
 $6,254
(2)Management believes that presenting adjusted segment pre-tax operating margin excluding investment incomeincome/(loss), a non-GAAP measure, provides the most meaningful basis for comparison of Asset Management operating results across periods.

For the year ended December 31, 2014,2016, management fees were $78.8$53.7 million, an increasea decrease of 10.523.4 percent, compared with $71.3$70.2 million in 2013,2015, due to increased management fees from our MLP product offerings, partially offset by decreased management fees from both our value equity strategies.and MLP product offerings. In 2014,2016, management fees related to our value equity strategies were $48.0$28.2 million, down 4.226.4 percent compared to 2013, due to2015, driven by lower average AUM. The average effective revenue yield forAUM from net client outflows in our value equity strategies was 78 basis pointsproducts amid tough market trends for active asset managers and underperformance in 2014, compared to 79 basis points in the prior year.certain of our strategies. Management fees from our our MLP strategies increased 44.9decreased 19.9 percent in 20142016 to $30.8$25.6 million, compared with $21.2$31.9 million in 2013, due to increased2015. The decline in management fees resulted from lower average AUM, from net client inflows and net market appreciation, as well as higher average effective revenue yield. Our average effective revenue yield for ourdriven by a decline in MLP strategies was 54 basis points in 2014, compared to 50 basis points in 2013. The increase in the average effective revenue yield was due to more assets from individual investors in open-ended funds, which earned higher fees.valuations.


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For the year ended December 31, 2014,2016, performance fees were $0.9$0.6 million, compared to $7.8$0.2 million in 2013.2015. The performance fees recorded in 2014 were the result of certain funds exceeding their performance targets at the time of client asset withdrawals. The performance fees recorded in 20132016 and 2015 resulted from certain funds exceeding their performance targets over a specified measurement period.

For the year ended December 31, 2014,In 2016, we recorded investment income wasof $0.7 million, compared with $2.8a loss of $6.8 million for 2013.in 2015. The investment loss in 2015 was driven by losses in MLP investments.

Adjusted segmentThe negative pre-tax operating margin for 2014in 2016 was 35.8 percent, compared to 40.9 percent for 2013.driven by the $82.9 million non-cash goodwill impairment charge. Excluding investment income,income/(loss) on firm capital invested in our strategies, adjusted segment pre-tax operating margin for the year ended December 31, 2014 was 35.3declined from 29.9 percent comparedin 2015 to 38.819.3 percent for the year ended December 31, 2013. The decrease resulted from higher non-compensation expenses, particularly attributablein 2016, due to third party marketinglower management fees.

The following table summarizes the changes in our AUM for the periods presented:
Twelve Months EndedTwelve Months Ended
December 31,December 31,
(Dollars in millions)2015 2014 20132017 2016 2015
Value Equity     
Equity     
Beginning of period$5,758
 $6,683
 $5,865
$4,115
 $4,954
 $5,758
Net outflows(572) (979) (756)(1,003) (1,331) (572)
Net market appreciation/(depreciation)(232) 54
 1,574
444
 492
 (232)
End of period$4,954
 $5,758
 $6,683
$3,556
 $4,115
 $4,954
          
MLP          
Beginning of period$5,711
 $4,549
 $3,186
$4,616
 $3,924
 $5,711
Net inflows434
 719
 498
Net inflows/(outflows)(424) (286) 434
Net market appreciation/(depreciation)(2,221) 443
 865
(402) 978
 (2,221)
End of period$3,924
 $5,711
 $4,549
$3,790
 $4,616
 $3,924
          
Total          
Beginning of period$11,469
 $11,232
 $9,051
$8,731
 $8,878
 $11,469
Net outflows(138) (260) (258)(1,427) (1,617) (138)
Net market appreciation/(depreciation)(2,453) 497
 2,439
42
 1,470
 (2,453)
End of period$8,878
 $11,469
 $11,232
$7,346
 $8,731
 $8,878

For the year ended December 31, 2015, total AUM decreased to $8.9 billion driven by net market depreciation in our MLP product offerings. Value equityTotal AUM was $5.0$7.3 billion at December 31, 2015, compared to $5.82017. Equity AUM was $3.6 billion at December 31, 2014 due2017, compared to $4.1 billion at December 31, 2016, as net client outflows andof $1.0 billion were partially offset by net market depreciation duringappreciation of $0.4 billion. The asset management industry continues to be impacted by the period.ongoing trend of investors favoring passive investment vehicles over active management. In 2015, ouraddition, performance in our small-cap and small/mid-cap value strategystrategies has lagged its relative benchmarktheir respective benchmarks on a three and five year basis, which contributed to client outflows as didduring the continued movement to passive funds over actively-managed funds. Theseyear. Also, in mid-2017, we exited our Japan value product, which reduced AUM by approximately $0.8 billion. The reduction from client outflows werein our value equity strategies was partially offset by client inflows related tointo our international and energy strategies.new global equity strategy during the year. MLP AUM decreased $1.8to $3.8 billion at December 31, 2017 due to $3.9net market depreciation of $0.4 billion and net client outflows of $0.4 billion. The MLP market was challenged during most of the year with valuations declining since the second quarter of 2017. This market dynamic contributed to client outflows in the second half of the year.  

At December 31, 2016, total AUM was $8.7 billion. Equity AUM was $4.1 billion at December 31, 2016, compared to $5.0 billion at December 31, 2015 as net market depreciationclient outflows of $2.2$1.3 billion was partially offset by net client inflows of $0.4 billion.

Total AUM increased to $11.5 billion in 2014 as market appreciation and net client inflows in our MLP product offerings were partially offset by net clientmarket appreciation of $0.5 billion. The asset management industry has experienced an ongoing trend of investors favoring passive investment vehicles over active management. Our AUM outflows in 2016 reflected the impact of this trend, including a large investor in our value equity strategies. Value equity AUM was $5.8 billion at December 31, 2014, comparedall-cap product shifting to $6.7 billion at December 31, 2013 due to net client outflows during the period.a passive investment. In 2014,addition, performance in our core domesticsmall/mid-cap and all-cap value strategies lagged their relative benchmarks which hindered our abilitycontributed to attract significant net new valueclient outflows. These outflows were partially offset by client inflows related to the addition of an aggressive growth equity AUM.team in the fourth quarter of 2016. MLP AUM increased $1.2to $4.6 billion to $5.7 billion in 2014at December 31, 2016 as we experienced net client inflows of $0.7 billion and net market appreciation of $0.4$1.0 billion more than offset net client outflows of $0.3 billion.


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Discontinued Operations

Discontinued operations include the costs to liquidate our Hong Kong capital markets business, which ceased operations in 2012, and the operating results of FAMCO, an asset management subsidiary we sold in 2013. For the year ended December 31, 2013, we recorded a loss from discontinued operations, net of tax, of $4.7 million.

The results of discontinued operations for the Hong Kong capital markets business were as follows:
 Year Ended
 December 31,
(Dollars in thousands)2013
Other expenses$1,197
  
Loss from discontinued operations before income tax benefit(1,197)
  
 Income tax benefit(415)
  
Loss from discontinued operations, net of tax$(782)

The $1.2 million of other expenses recorded in 2013 consisted of costs to dissolve our Hong Kong subsidiaries.

The results of discontinued operations for FAMCO were as follows:
 Year Ended
 December 31,
(Dollars in thousands)2013
Net revenues$1,650
  
Operating expenses5,057
  
Loss from discontinued operations before income tax benefit(3,407)
  
Income tax benefit(1,326)
  
Loss from discontinued operations(2,081)
  
Loss on sale, net of tax(1,876)
  
Loss from discontinued operations, net of tax$(3,957)

The loss from discontinued operations for the year ended December 31, 2013 primarily related to an indemnification obligation related to the sale of FAMCO.

See Note 5 to our consolidated financial statements for further discussion of our discontinued operations.


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Recent Accounting Pronouncements

Recent accounting pronouncements are set forth in Note 3 to our consolidated financial statements included in Part II, Item 8 of this Form 10-K, and are incorporated herein by reference.

Critical Accounting Policies

Our accounting and reporting policies comply with GAAP and conform to practices within the securities industry. The preparation of financial statements in compliance with GAAP and industry practices requires us to make estimates and assumptions that could materially affect amounts reported in our consolidated financial statements. Critical accounting policies are those policies that we believe to be the most important to the portrayal of our financial condition and results of operations and that require us to make estimates that are difficult, subjective or complex. Most accounting policies are not considered by us to be critical accounting policies. Several factors are considered in determining whether or not a policy is critical, including whether the estimates are significant to the consolidated financial statements taken as a whole, the nature of the estimates, the ability to readily validate the estimates with other information (e.g. third party or independent sources), the sensitivity of the estimates to changes in economic conditions and whether alternative accounting methods may be used under GAAP.

For a full description of our significant accounting policies, see Note 2 to our consolidated financial statements included in Part II, Item 8 of this Form 10-K. We believe that of our significant accounting policies, the following are our critical accounting policies.

Valuation of Financial Instruments

Financial instruments and other inventory positions owned, financial instruments and other inventory positions sold, but not yet purchased, and certain of our investments recorded in investments on our consolidated statements of financial condition consist of financial instruments recorded at fair value, either as required by accounting guidance or through the fair value election. Unrealized gains and losses related to these financial instruments are reflected on our consolidated statements of operations.

The fair value of a financial instrument is the amount at which the instrument could be exchanged in an orderly transaction between market participants at the measurement date (the exit price). Based on the nature of our business and our role as a "dealer" in the securities industry or our role as a manager of alternative asset management funds, the fair values of our financial instruments are determined internally. See Note 2 and Note 76 to our consolidated financial statements for additional information on the valuation of our financial instruments and our fair value processes, including specific control processes to determine the reasonableness of the fair value of our financial instruments.

Financial Accounting Standards Board ("FASB") Accounting Standards Codification Topic 820, "Fair Value Measurement," establishes a fair value hierarchy that prioritizes the inputs to valuation techniques used to measure fair value. The hierarchy gives the highest priority to unadjusted quoted prices in active markets for identical assets or liabilities (Level I measurements) and the lowest priority to inputs with little or no pricing observability (Level III measurements). Assets and liabilities are classified in their entirety based on the lowest level of input that is significant to the fair value measurement. See Note 76 to our consolidated financial statements for additional discussion of our assets and liabilities in the fair value hierarchy.


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Table of Contents

Goodwill and Intangible Assets

We record all assets and liabilities acquired in purchase acquisitions, including goodwill and other intangible assets, at fair value. Determining the fair value of assets and liabilities acquired requires certain management estimates. At December 31, 2015,2017, we had goodwill of $218.0 million. The goodwill balance consists$81.9 million, all of $21.1 million recorded withinwhich relates to our capital markets segment, of which $6.1 million is attributable to our recent River Branch and BMO GKST acquisitions. The remaining $196.8 million relates to our asset management segment. At December 31, 2015,2017, we had intangible assets of $30.5$22.8 million, of which $8.3$9.1 million relates to our capital markets segment and $22.3$13.7 million relates to our asset management segment.

We are required to perform impairment tests of our goodwill and indefinite-life intangible assets annually and on an interim basis when circumstances exist that could indicate possible impairment. We have elected to test for goodwill impairment in the fourth quarter of each calendar year. We have the option to first assess qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying amount. If, after making an assessment, we determine it is not more likely than not that the fair value of a reporting unit is less than its carrying amount, then performing the two-step impairment test is unnecessary. However, if we conclude otherwise, then we are required to perform the two-step impairment test, which requires management to make judgments in determining what assumptions to use in the calculation. As discussed in Note 3 to our consolidated financial statements included in this Form 10-K, we adopted new accounting guidance effective July 1, 2017 which eliminates the

second step from the goodwill impairment test. Accordingly, we evaluate impairment charges based on the excess of a reporting unit's carrying amount over its fair value. See Note 1413 to our consolidated financial statements for additional information on our goodwill impairment testing.

We elected to perform a qualitative assessment to test the goodwill in our capital markets reporting unit for impairment. The following relevant events and circumstances were evaluated in concluding that it was not more likely than not that this goodwill was impaired: macroeconomic conditions, industry and market considerations and the overall financial performance of the capital markets reporting unit.

The initial recognition of goodwill and other intangible assets and the subsequent quantitative impairment analysis requires management to make subjective judgments concerninginvolves significant judgment in determining the estimates of howfuture cash flows, discount rates, economic forecast and other assumptions which are then used in acceptable valuation techniques, such as the acquired assets market approach (earnings and/or businesses will perform intransaction multiples) and/or the future using valuation methods including discountedincome approach (discounted cash flow analysis.method). Changes in these estimates and assumptions could have a significant impact on the fair value and any resulting impairment of goodwill. Our estimated cash flows, typically extend for five years and, by their nature, are difficult to determine over an extended time period. Events and factors that may significantly affect the estimates include, among others, competitive forces and changes in revenue growth trends, cost structures, technology, discount rates and market conditions. To assess the reasonableness of cash flow estimates and validate assumptions used in our estimates, we review historical performance of the underlying assets or similar assets. In assessing the fair value of our reporting units, the volatile nature of the securities markets and our industry requires us to consider the business and market cycle and assess the stage of the cycle in estimating the timing and extent of future cash flows. In addition to discounted cash flows, we consider our market capitalization,earnings multiples of comparable public company comparablescompanies and multiples of recent mergers and acquisitions transactions of similar businesses in our subsequent impairment analysis. Valuation multiples may be

We identified impairment indicators in the third quarter of 2017 related to our asset management reporting unit and performed an interim goodwill impairment test as of July 31, 2017, which resulted in a non-cash goodwill impairment charge of $114.4 million. The impairment charge, which represented the full value of goodwill attributable to the asset management reporting unit, resulted from declining profitability in 2017 driven by lower revenues from reduced AUM and higher operating expenses from the addition of new investment teams. The fair value of the asset management reporting unit was calculated using the income approach (discounted cash flow method based on revenues, earnings before interest, taxes, depreciationrevenue and amortization (EBITDA), price-to-earnings or cash flowsEBITDA forecasts) and market approach (earnings multiples of comparable public companies and business segments. These multiples may be adjusted to consider competitive differences including size, operating leverage and other factors.companies), which are valuation techniques we believe market participants would use for the reporting unit.

We completedelected to perform a qualitative assessment to test the goodwill in our capital markets reporting unit for impairment. The following relevant events and circumstances were evaluated in concluding that it was not more likely than not that this goodwill was impaired: macroeconomic conditions, industry and market considerations, and the overall financial performance of the capital markets reporting unit. Our annual goodwill impairment analysistesting, performed as of October 31, 2015, and concluded there was2017, resulted in no goodwill impairment.impairment associated with the capital markets reporting unit.

We also evaluated the intangible assets (indefinite and definite-lived) and concluded there was no impairment in 2015.2017.

Compensation Plans

Stock-Based Compensation Plans

As part of our compensation to employees and directors, we use stock-based compensation, consisting of restricted stock and restricted stock units and stock options.units. We account for equity awards in accordance with FASB Accounting Standards Codification Topic 718, "Compensation–Stock Compensation," ("ASC 718"), which requires all share-based payments to employees including grants of employee stock options, to be recognized on the consolidated statements of operations at grant date fair value. Compensation expense related to share-based awards which require future service are amortized over the service period of the award, netaward. Forfeitures of estimated forfeitures.awards with service conditions are accounted for when they occur. Share-based awards that do not require future service are recognized in the year in which the awards are deemed to be earned.

See Note 2221 to our consolidated financial statements for additional information about our stock-based compensation plans.


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Income Taxes

We file a consolidated U.S. federal income tax return, which includes all of our qualifying subsidiaries. We also are subject to income tax in various states and municipalities and those foreign jurisdictions in which we operate. Amounts provided for income taxes are based on income reported for financial statement purposes and do not necessarily represent amounts currently payable. Deferred tax assets and liabilities are recognized for the expected future tax consequences attributable to temporary differences between the financial statement carrying amounts of existing assets and liabilities and their respective tax basesbasis and for tax loss carry-forwards.carryforwards. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in the years in which those temporary differences are expected to be recovered or settled. The effect on deferred tax assets and liabilities of a change in tax rates is recognized in income in the period that includes the enactment date. Deferred income taxes are provided for temporary differences in reporting certain items, principally restricted compensation (i.e., restricted stock, restricted stock units, options, restricted mutual fund shares (MFRS awards), and deferred compensation). The realization of deferred tax assets is assessed and a valuation allowance is recognized to the extent that it is more likely than not that any portion of the deferred tax asset will not be realized. We believe that our future taxable profits will be sufficient to recognize our deferred tax assets. However, if our projections of future taxable profits do not materialize, we may conclude that a valuation allowance is necessary, which would impact our results of operations in that period. In the fourth quarter of 2013,2017, we reversed the full amount of our U.K. subsidiary'sSimmons & Company International Limited's deferred tax asset valuation allowance based upon achieving three years of profitability andon projected future earnings. This resulted in a $4.0$0.8 million tax benefit to our results of operations.

The Tax Reform Act will have a significant impact on the federal tax code, including a corporate federal rate reduction from 35 percent to 21 percent effective in 2018. In addition, certain corporate tax deductions will be repealed or amended. For example, corporate tax deductions for certain public company executive compensation in excess of $1 million will no longer be allowed. Our 2017 results include a non-cash $54.2 million tax charge for the remeasurement of our deferred tax assets arising from the enactment of the Tax Reform Act and the lower federal tax rate of 21 percent. As a result of the lower enacted federal tax rate, we anticipate our effective tax rate, excluding noncontrolling interest, and the income tax effects of stock-based compensation at the time of vesting, to be approximately 25 percent to 27 percent.

We record deferred tax benefits for future tax deductions expected upon the vesting of stock-based compensation. As discussed in Note 3 to our consolidated financial statements, beginning January 1, 2017, new accounting guidance requires us to recognize the income tax effects of stock-based compensation awards in the income statement when the awards vest, rather than as additional paid-in capital. If deductions reported on our tax return for stock-based compensation (i.e., the value of the stock-based compensation at the time of vesting) exceed the cumulative cost of those instruments recognized for financial reporting (i.e., the grant date fair value of the compensation computed in accordance with ASC 718), we record the excess tax benefit as additional paid-in capital.income tax benefit. Conversely, if deductions reported on our tax return for stock-based compensation are less than the cumulative cost of those instruments recognized for financial reporting, we offset the deficiency first to any previously recognized excess tax benefits recorded as additional paid-in capital and any remaining deficiency is recorded as income tax expense. As ofFor the year ended December 31, 2015,2017, we had $7.0recorded a $9.2 million of excess tax benefits recorded as additional paid-in capital.benefit for stock awards vesting during the period. In the first quarter of 2016,2018, approximately 11,000 options expired and 437,000530,000 shares vested at share prices lessgreater than the grant date fair value, resulting in a $0.9$5.0 million reduction of excess tax benefits within additional paid-in capitalrecorded as income tax benefit in the first quarter of 2016.2018.

We establish reserves for uncertain income tax positions in accordance with FASB Accounting Standards Codification Topic 740, "Income Taxes," when it is not more likely than not that a certain position or component of a position will be ultimately upheld by the relevant taxing authorities. Significant judgment is required in evaluating uncertain tax positions. Our tax provision and related accruals include the impact of estimates for uncertain tax positions and changes to the reserves that are considered appropriate. To the extent the probable tax outcome of these matters changes, such change in estimate will impact the income tax provision in the period of change and, in turn, our results of operations.

Liquidity, Funding and Capital Resources

Liquidity is of critical importance to us given the nature of our business. Insufficient liquidity resulting from adverse circumstances contributes to, and may be the cause of, financial institution failure. Accordingly, we regularly monitor our liquidity position and maintain a liquidity strategy designed to enable our business to continue to operate even under adverse circumstances, although there can be no assurance that our strategy will be successful under all circumstances.

The majority of our tangible assets consist of assets readily convertible into cash. Financial instruments and other inventory positions owned are stated at fair value and are generally readily marketable in most market conditions. Receivables and payables with brokers, dealers and clearing organizations usually settle within a few days. As part of our liquidity strategy, we emphasize diversification of funding sources to the extent possible while considering tenor and cost. Our assets are financed by our cash flows from operations, equity capital, and our funding arrangements. The fluctuations in cash flows from financing activities are

directly related to daily operating activities from our various businesses. One of our most important risk management disciplines is our ability to manage the size and composition of our balance sheet. While our asset base changes due to client activity, market fluctuations and business opportunities, the size and composition of our balance sheet reflect our overall risk tolerance, our ability to access stable funding sources and the amount of equity capital we hold.

Certain market conditions can impact the liquidity of our inventory positions, requiring us to hold larger inventory positions for longer than expected or requiring us to take other actions that may adversely impact our results.


45


A significant component of our employees’employees' compensation is paid in annual discretionary incentive compensation. The timing of these incentive compensation payments, which generally are made in February, has a significant impact on our cash position and liquidity.

We currently do not payBeginning in 2017, we initiated the payment of a quarterly cash dividend to holders of our common stock, which includes unvested restricted shares. Our board of directors determines the declaration and payment of dividends on a quarterly basis, and is free to change our common stock.dividend policy at any time.

Effective October 1, 2014,Our board of directors declared the following dividends:
Declaration Date Dividend Per Share
 Record Date Payment Date
February 2, 2017 $0.3125
 February 20, 2017 March 13, 2017
April 27, 2017 $0.3125
 May 26, 2017 June 15, 2017
July 27, 2017 $0.3125
 August 28, 2017 September 15, 2017
October 26, 2017 $0.3125
 November 29, 2017 December 15, 2017
February 1, 2018 (1) $1.6200
 February 26, 2018 March 15, 2018
February 1, 2018 $0.3750
 February 26, 2018 March 15, 2018
(1)Represents the annual special cash dividend based on fiscal year 2017 results.

In the fourth quarter of 2017, our board of directors authorizedapproved a new dividend policy intended to return between 30 percent and 50 percent of our adjusted net income from the repurchaseprevious fiscal year to shareholders. This will include the addition of upan annual special cash dividend, payable in the first quarter of each year. Our board of directors has declared a special cash dividend on the company's common stock of $1.62 per share. This special dividend will be paid on March 15, 2018, to $100.0 million in common shares through September 30, 2016. Additionally, effectiveshareholders of record as of the close of business on February 26, 2018. Including this special cash dividend and the regular quarterly dividends totaling $1.25 per share paid during 2017, we will have returned $2.87 per share, or approximately 40 percent of our fiscal year 2017 adjusted net income to shareholders.

Effective August 14, 2015, our board of directors authorized the repurchase of up to an additional $150.0 million in common shares through September 30, 2017. During 2015,2017, we repurchased 2,459,40036,936 shares our common stock at an average price of $67.62 per share for an aggregate purchase price of $118.5$2.5 million related to these authorizations. Atthis authorization.

On August 10, 2017, our board of directors authorized the repurchase of up to $150.0 million in common shares through September 30, 2019. The authorization became effective on September 30, 2017. No repurchases have been made in conjunction with this authorization through December 31, 2015, we had $131.5 million remaining under these authorizations.2017.

We also purchase shares of common stock from restricted stock award recipients upon the award vesting as recipients sell shares to meet their employment tax obligations. During 20152017, we purchased 281,180314,542 shares or $14.523.0 million of our common sharesstock for this purpose.


Cash Flows

Cash and cash equivalents at December 31, 20152017 were $33.8 million, a decrease of $7.6 million from December 31, 2016. Operating activities provided $232.1 million of cash, as non-cash charges and decreases in operating assets were partially offset by an increase in operating liabilities. Our $59.6 million net loss in 2017 included non-cash charges of $114.4 million related to goodwill impairment, $54.2 million for the remeasurement of our deferred tax assets arising from the enactment of the Tax Reform Act and the lower federal corporate tax rate of 21 percent, and $15.4 million of intangible asset amortization. In 2017, we migrated to a fully disclosed clearing model and are no longer self clearing. This conversion resulted in a decrease in net operating assets related to the clearing and carrying of customer accounts as Pershing now facilitates our clearing and holds our customer accounts. This decrease was partially offset by an increase in inventory balances, particularly municipal securities, driven by a trading opportunity in the municipal market identified at the end of the year. The increase in operating liabilities was primarily driven by an increase in accrued compensation of $109.1 million, the result of higher compensation costs in 2017 resulting from increased revenues. In 2017, investing activities used $8.1 million of cash for the purchase of fixed assets. Cash of $233.1 million was used in financing activities as we reduced amounts due under our short-term financing by $128.9 million, primarily by decreasing our commercial paper funding as our clearing relationship with Pershing provided another source of financing. In addition, we repaid our $50.0 million Class A variable rate senior notes in full on the May 31, 2017 maturity date.

Cash and cash equivalents decreased $148.6 million to $41.4 million at December 31, 2016 from December 31, 2015. Operating activities provided $48.8 million of cash, as non-cash charges were partially offset by an increase in operating assets. Our $13.7 million net loss in 2016 included non-cash charges of $82.9 million related to goodwill impairment and $21.2 million of intangible asset amortization. The increase in intangible asset amortization was due to incremental expense related to our acquisitions of Simmons, River Branch and BMO GKST. The increase in operating assets primarily related to a receivable for unsettled trades, reverse repurchase agreements, which are principally used to make delivery on securities sold short, and additional investments in our senior living fund. Investing activities in 2016 used $83.7 million of which $72.7 million related to the acquisition of Simmons, and $11.0 million for the purchase of fixed assets. In 2016, financing activities used $111.6 million of cash as we repurchased $70.9 million of common stock. In addition, we used excess cash of $27.4 million to reduce amounts due under our short-term financing, primarily related to commercial paper, and also decreased our obligations related to repurchase agreements.

Cash and cash equivalents increased $174.0 million to $189.9 million an increase of $174.0 million from at December 31, 2014.2015 from December 31, 2014. Operating activities provided $379.5 million of cash primarily due to cash generated from earnings as well as a reduction in operating assets, particularly related to the liquidation of our municipal bond fund with outside investors, convertible securities inventory, and reverse repurchase agreements, which are principally used to make delivery on securities sold short. Investing activities in 2015 used $16.2$16.2 million of cash primarily related to the acquisitions of River Branch and BMO GKST, and the purchase of fixed assets. In 2015, financing activities used $189.0$189.0 million of cash as we repurchased $133.0$132.9 million of common stock, and experienced a $106.8 million decrease in noncontrolling interests resulting from the liquidation of our municipal bond fund with outside investors. In October 2015, we entered into a Second Amended and Restated Note Purchase Agreement under which we issued unsecured fixed rate senior notes that provided $125.0 million in financing, $75.0 million of which was used to repay our Class B variable rate senior notes that were due in November 2015.

Cash and cash equivalents decreased $107.8 million to $15.9 million at December 31, 2014 from December 31, 2013. Operating activities used $50.1 million of cash primarily due to an increase in operating assets, particularly related to our inventory and reverse repurchase agreements, which are principally used to make delivery on securities sold short. Partially offsetting these increases in operating assets were cash received from earnings and increased compensation related accruals. Investing activities in 2014 used $5.4 million of cash primarily related to the purchase of fixed assets. Cash of $52.0 million was used in financing activities as we reduced amounts due under our short-term financing related to commercial paper and our prime broker arrangement, offset in part by increases in repurchase agreements. Additionally, we experienced a $9.0 million decrease in noncontrolling interests due to net fund capital withdrawals and used $10.9 million of cash to repurchase common stock from employees selling shares to meet their tax obligations related to award vestings.

Cash and cash equivalents increased $18.3 million to $123.7 million at December 31, 2013 from December 31, 2012. Operating activities provided $42.2 million primarily due to cash received from earnings and the increase in compensation related accruals. These increases were offset in part by cash used to fund reverse repurchase agreements as we increased hedging of our inventories, deployment of capital into other firm investments and an increase in fees receivable. Investing activities in 2013 used $30.0 million of cash, the majority of which related to our acquisitions of Seattle-Northwest and Edgeview. Cash of $5.8 million was provided through financing activities as increases in noncontrolling interest were offset in part by a net decrease in repurchase agreements and short-term financing that were used to fund inventory and $71.5 million used to repurchase common stock.


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Leverage

The following table presents total assets, adjusted assets, total shareholders’shareholders' equity and tangible shareholders’shareholders' equity with the resulting leverage ratios as of:
December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Total assets$2,138,518
 $2,623,917
$2,024,683
 $2,125,503
Deduct: Goodwill and intangible assets(248,506) (242,536)(104,689) (233,452)
Deduct: Assets from noncontrolling interests(88,590) (308,910)(54,917) (109,179)
Adjusted assets$1,801,422
 $2,072,471
$1,865,077
 $1,782,872
      
Total shareholders' equity$832,820
 $969,460
$741,235
 $816,266
Deduct: Goodwill and intangible assets(248,506) (242,536)(104,689) (233,452)
Deduct: Noncontrolling interests(49,161) (149,548)(47,903) (57,016)
Tangible common shareholders' equity$535,153
 $577,376
$588,643
 $525,798
      
Leverage ratio (1)2.6
 2.7
2.7
 2.6
      
Adjusted leverage ratio (2)3.4
 3.6
3.2
 3.4
(1)Leverage ratio equals total assets divided by total shareholders’shareholders' equity.
(2)Adjusted leverage ratio equals adjusted assets divided by tangible common shareholders’shareholders' equity.

Adjusted assets and tangible common shareholders’shareholders' equity are non-GAAP financial measures. Goodwill and intangible assets are subtracted from total assets and total shareholders’shareholders' equity in determining adjusted assets and tangible common shareholders’shareholders' equity, respectively, as we believe that goodwill and intangible assets do not constitute operating assets which can be deployed in a liquid manner. Amounts attributed to noncontrolling interests are subtracted from total assets and total shareholders' equity in determining adjusted assets and tangible common shareholders’shareholders' equity, respectively, as they represent assets and equity interests in consolidated entities that are not attributable, either directly or indirectly, to Piper Jaffray Companies. We view the resulting measure of adjusted leverage, also a non-GAAP financial measure, as a more relevant measure of financial risk when comparing financial services companies.

Funding and Capital Resources

The primary goal of our funding activities is to ensure adequate funding over a wide range of market conditions. Given the mix of our business activities, funding requirements are fulfilled through a diversified range of short-term and long-term financing. We attempt to ensure that the tenor of our borrowing liabilities equals or exceeds the expected holding period of the assets being financed. Our ability to support increases in total assets is largely a function of our ability to obtain funding from external sources. Access to these external sources, as well as the cost of that financing, is dependent upon various factors, including market conditions, the general availability of credit and credit ratings. We currently do not have a credit rating, which could adversely affect our liquidity and competitive position by increasing our financing costs and limiting access to sources of liquidity that require a credit rating as a condition to providing the funds.


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TableIn 2017, we migrated to a fully disclosed clearing model and are no longer self clearing. Pershing is our clearing broker dealer. The conversion provided us with a new funding source through Pershing and, as a result, changed our mix of Contents

Short-term financingfunding sources.

Our day-to-day funding and liquidity is obtained primarily through the use of our clearing arrangement with Pershing, commercial paper issuance, repurchase agreements, prime broker agreement,agreements, and bank lines of credit, and is typically collateralized by our securities inventory. These funding sources are critical to our ability to finance and hold inventory, which is a necessary part of our institutional brokerage business. The majority of our inventory is liquid and is therefore funded by overnight or short-term facilities. Certain of these short-term facilities (i.e., committed line and commercial paper) have been established to mitigate changes in the liquidity of our inventory based on changing market conditions. In the case of our committed line, it is available to us regardless of changes in market liquidity conditions through the end of its term, although there may be limitations on the type of securities available to pledge. Our commercial paper program helps mitigate changes in market liquidity conditions given it is not an overnight facility, but provides funding with a term of 27 to 270 days. Our funding sources are also dependent on the types of inventory that our counterparties are willing to accept as collateral and the number of counterparties available. Funding is generally obtained at rates based upon the federal funds rate and/or the London Interbank Offer Rate.


Pershing Clearing Arrangement – We have established an arrangement to obtain financing from Pershing related to the majority of our trading activities. Under our fully disclosed clearing agreement, the majority of our securities inventories and all of our customer activities are held by or cleared through Pershing. Financing under this arrangement is secured primarily by securities, and collateral limitations could reduce the amount of funding available under this arrangement. Our clearing arrangement activities are recorded net from trading activity and reported within receivables from brokers, dealers and clearing organizations. The funding is at the discretion of Pershing and could be denied. Our fully disclosed clearing agreement includes a covenant requiring Piper Jaffray & Co. to maintain excess net capital of $120 million. At December 31, 2017, we had $160.2 million of financing outstanding under this arrangement.

Commercial Paper Program – Our U.S. broker dealer subsidiary, Piper Jaffray & Co., issues secured commercial paper to fund a portion of its securities inventory. This commercial paper is currently issued under threetwo separate programs, CP Series A CP Series II A and CP Series IIIII A, and is secured by different inventory classes, which is reflected in the interest rate paid on the respective program. The programs can issue commercial paper with maturities of 27 to 270 days. CP Series IIIII A includes a revised covenant that requires Piper Jaffray & Co. to maintain excess net capital of $120$100 million. During the third quarter of 2017, we retired the CP Series III A program, and increased the maximum amount that may be issued under CP Series II A from $150 million to $200 million. The following table provides information about our commercial paper programs at December 31, 2015:2017:
(Dollars in millions) CP Series A CP Series II A CP Series III A CP Series A CP Series II A
Maximum amount that may be issued $300.0
 $150.0
 $125.0
 $300.0
 $200.0
Amount outstanding 154.5
 29.9
 92.5
 
 50.0
          
Weighted average maturity, in days 65
 55
 21
 
 8
Weighted average maturity at issuance, in days 126
 99
 33
 
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Prime Broker ArrangementArrangements Our municipal securities strategic trading activities are principally operated in a fund structure vehicle. We also previously managed a municipal bond fund with third party investors, which was liquidated in the second half of 2015. We have established an arrangement to obtain overnight financing by a single prime broker related to ourcertain strategic trading activities in municipal securities. Additionally, we have established a second overnight financing arrangement with another broker dealer related to our convertible securities and the alternative asset management fund that we previously managed with outside investors.inventories. Financing under this arrangementthese arrangements is secured by certain securities, primarily municipalby securities, and collateral limitations could reduce the amount of funding available under this arrangement.these arrangements. Our prime broker financing activities are recorded net of receivables from trading activity. ThisThe funding is at the discretion of the prime brokerbrokers and could be denied subject to a notice period. At December 31, 2015,2017, we had $169.3$240.0 million of financing outstanding under thisthese prime broker arrangement.arrangements.

Committed Lines – Our committed line is a one-year $250$200 million revolving secured credit facility. We use this credit facility in the ordinary course of business to fund a portion of our daily operations, and the amount borrowed under the facility varies daily based on our funding needs. Advances under this facility are secured by certain marketable securities. The facility includes a covenant that requires Piper Jaffray & Co. to maintain minimum net capital of $120$120 million,, and the unpaid principal amount of all advances under the facility will be due on December 17, 2016.14, 2018. This credit facility has been in place since 2008 and we renewed the facility for another one-year term in the fourth quarter of 2015.2017. At December 31, 2015,2017, we had no advances against this line of credit.

Uncommitted LinesLine – We use this uncommitted linesline in the ordinary course of business to fund a portion of our daily operations, and the amount borrowed under our uncommitted linesline varies daily based on our funding needs. Our $85 million uncommitted secured lines total $185 million with two banks and areline is dependent on having appropriate collateral, as determined by the bank agreement, to secure an advance under the line. Collateral limitations could reduce the amount of funding available under thesethis secured lines. We also have anline. Our uncommitted unsecured facility with one of these banks. All of these uncommitted lines areline is discretionary and areis not a commitment by the bank to provide an advance under the line. More specifically, these lines arethe line is subject to approval by the respective bank each time an advance is requested and advances may be denied, which may be particularly true during times of market stress or market perceptions of our exposures. We manage our relationshipsrelationship with the banksbank that provide theseprovides this uncommitted facilitiesfacility in order to have appropriate levels of funding for our business. At December 31, 2015,2017, we had no advances against these linesthis line of credit.


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Table of Contents

The following tables present the average balances outstanding for our various short-term funding sources by quarter for 20152017 and 2014,2016, respectively.
 Average Balance for the Three Months Ended
(Dollars in millions)Dec. 31, 2017 Sept. 30, 2017 June 30, 2017 Mar. 31, 2017
Funding source:       
Pershing clearing arrangement$20.6
 $26.3
 $
 $
Commercial paper49.5
 30.3
 117.1
 137.7
Prime broker arrangements221.1
 175.2
 192.6
 204.9
Short-term bank loans
 6.0
 67.1
 2.5
Total$291.2
 $237.8
 $376.8
 $345.1
Average Balance for the Three Months EndedAverage Balance for the Three Months Ended
(Dollars in millions)Dec. 31, 2015 Sept. 30, 2015 June 30, 2015 Mar. 31, 2015Dec. 31, 2016 Sept. 30, 2016 June 30, 2016 Mar. 31, 2016
Funding source:              
Repurchase agreements$25.5
 $32.1
 $76.9
 $66.4
$3.5
 $14.8
 $28.9
 $30.5
Commercial paper277.5
 276.8
 256.3
 245.1
165.8
 235.8
 279.7
 279.2
Prime broker arrangement109.4
 139.8
 242.8
 167.1
Prime broker arrangements306.0
 212.7
 184.4
 174.4
Short-term bank loans0.3
 0.2
 11.9
 28.4
5.3
 
 6.4
 0.8
Total$412.7
 $448.9
 $587.9
 $507.0
$480.6
 $463.3
 $499.4
 $484.9
 Average Balance for the Three Months Ended
(Dollars in millions)Dec. 31, 2014 Sept. 30, 2014 June 30, 2014 Mar. 31, 2014
Funding source:       
Repurchase agreements$54.2
 $10.5
 $49.8
 $38.3
Commercial paper244.0
 262.5
 276.2
 280.5
Prime broker arrangement46.4
 64.8
 159.9
 216.1
Short-term bank loans19.9
 6.4
 18.9
 28.9
Total$364.5
 $344.2
 $504.8
 $563.8

The average funding in the fourth quarter of 2015 decreased2017 increased to $412.7$291.2 million, compared with $448.9$237.8 million during the third quarter of 2015,2017, due to a reductionan increase in average inventory balances, andthe result of a trading opportunity in the municipal market, as well as an increase of $50in commercial paper funding as we resumed issuing commercial paper. Average funding decreased from $480.6 million in long-term financingthe corresponding period of 2016 as a result of the new fixed rate Class C Notes issued during the quarter. The increase in averagewe used cash from operations to reduce funding, comparedprimarily related to the fourth quarter of 2014 was due to cash being used for share repurchases in 2015, which resulted in an increased need for funding when compared to the year-ago period.our commercial paper programs and prime broker arrangements.

The following table presents the maximum daily funding amount by quarter for 20152017 and 2014,2016, respectively.
(Dollars in millions) 2015 2014 2017 2016
First Quarter $949.8
 $897.2
 $543.4
 $576.4
Second Quarter $876.0
 $766.7
 $538.3
 $669.7
Third Quarter $666.1
 $543.0
 $418.7
 $525.6
Fourth Quarter $531.7
 $644.1
 $569.9
 $574.8

Senior Notes

We have entered into variable and fixed rate senior notes with certain entities advised by Pacific Investment Management Company ("PIMCO"). The following table presents the outstanding balance by note class at December 31, 2015 and 2014, respectively.class:
Outstanding BalanceOutstanding Balance
December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Class A Notes$50,000
 $50,000
$
 $50,000
Class B Notes
 75,000
Class C Notes125,000
 
125,000
 125,000
Total senior notes$175,000
 $125,000
$125,000
 $175,000

On October 8, 2015, we entered into a second amended and restated note purchase agreement ("Second Amended and Restated Note Purchase Agreement") under which we issued $125 million of fixed rate Class C Notes. The Class C Notes bear interest at an annual fixed rate of 5.06 percent, are payable semi-annually and mature on October 9, 2018. The unpaid principal amount is due in full on the maturity date and may not be prepaid. The $50 million of variable rate Class A Notes issued in 2014 bear interest at a rate equal to three-month LIBOR plus 3.00 percent, adjusted and payable quarterly and mature on May 31, 2017. The variable rate Class B Notes with a principal amount of $75 million issued in 2012 were repaid in full on November 30, 2015, from the proceeds of the Class C Notes. The unpaid principal amounts of the senior notes are due in full on the respectiveMay 31, 2017 maturity dates and may not be prepaid.date.


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The Second Amended and Restated Note Purchase Agreement includes customary events of default and covenants that, among other things, require us to maintain a minimum consolidated tangible net worth and minimum regulatory net capital, limit our leverage ratio and require maintenance of a minimum ratio of operating cash flow to fixed charges. With respect to the net capital covenant, our U.S. broker dealer subsidiary is required to maintain minimum net capital of $120 million. At December 31, 20152017, we were in compliance with all covenants.


Contractual Obligations

In the normal course of business, we enter into various contractual obligations that may require future cash payments. The following table summarizes the contractual amounts at December 31, 20152017, in total and by remaining maturity. Excluded from the table are a number of obligations recorded on the consolidated statements of financial condition that generally are short-term in nature, including secured financing transactions, trading liabilities, short-term borrowings and other payables and accrued liabilities. The amounts presented in the table below may not necessarily reflect our actual future cash funding requirements, because the actual timing of the future payments made may vary from the stated contractual obligation.

  2017 2019 2021 and    2019 2021 2023 and  
(Dollars in millions)2016  - 2018  - 2020 thereafter Total2018  - 2020  - 2022 thereafter Total
Operating lease obligations$12.9
 $19.9
 $17.6
 $17.9
 $68.3
$14.5
 $25.1
 $14.4
 $14.9
 $68.9
Purchase commitments19.1
 17.5
 0.9
 
 37.5
22.3
 19.7
 10.4
 13.5
 65.9
Investment commitments (1)
 
 
 
 32.8

 
 
 
 72.5
Loan commitments (2)
 
 
 
 
Senior notes
 175.0
 
 
 175.0
125.0
 
 
 
 125.0
(1)
The investment commitments have no specified call dates. The timing of capital calls is based on market conditions and investment opportunities. Investment commitments consist of $22.3 million to an affiliated merchant banking fund, and $10.0 million to an affiliated fund, which provides financing to senior living facilities.
(2)We may commit to bridge loan financing for our clients. We are unable to estimate the timing on the funding of these commitments and had no commitments outstanding at December 31, 2015.

Purchase commitments include agreements to purchase goods or services that are enforceable and legally binding and that specify all significant terms, including fixed or minimum quantities to be purchased, fixed, minimum or variable price provisions, and the approximate timing of the transaction. Purchase commitments with variable pricing provisions are included in the table based on the minimum contractual amounts. Certain purchase commitments contain termination or renewal provisions. The table reflects the minimum contractual amounts likely to be paid under these agreements assuming the contracts are not terminated.

New Leases Guidance

As discussed in Note 3 to our consolidated financial statements, we will adopt new accounting guidance related to leases effective as of January 1, 2019. The guidance requires lessees to recognize all leases, including operating leases, with a term greater than 12 months on the statements of financial position. As of December 31, 2017, we had approximately 65 operating leases for office space with aggregate minimum lease commitments of $68.9 million. Upon adoption of the new guidance, this lease commitment will be reflected on our statement of financial condition as a right-of-use asset and a lease commitment liability. The impact of the new guidance on Piper Jaffray & Co.'s net capital is expected to be minimal.

Capital Requirements

As a registered broker dealer and member firm of FINRA,the Financial Industry Regulatory Authority, Inc. ("FINRA"), Piper Jaffray & Co., our U.S. broker dealer subsidiary, is subject to the uniform net capital rule of the SEC and the net capital rule of FINRA. We have elected to use the alternative method permitted by the uniform net capital rule which requires that we maintain minimum net capital of the greater of $1.0 million or 2 percent of aggregate debit balances arising from customer transactions, as this is defined in the rule. FINRA may prohibit a member firm from expanding its business or paying dividends if resulting net capital would be less than 5 percent of aggregate debit balances.$1.0 million. Advances to affiliates, repayment of subordinated liabilities, dividend payments and other equity withdrawals are subject to certain approvals, notifications and other provisions of the uniform net capital rules. We expect that these provisions will not impact our ability to meet current and future obligations. At December 31, 2015,2017, our net capital under the SEC’sSEC's uniform net capital rule was $187.9$137.6 million,, and exceeded the minimum net capital required under the SEC rule by $186.9 million.$136.6 million.

Although we operate with a level of net capital substantially greater than the minimum thresholds established by FINRA and the SEC, a substantial reduction of our capital would curtail many of our Capital Markets revenue producing activities.

Our committed short-term credit facility and our senior notes with PIMCO include covenants requiring Piper Jaffray & Co. to maintain minimum net capital of $120 million. Secured commercial paper issued under CP Series II A includes a covenant that requires Piper Jaffray & Co. to maintain excess net capital of $100 million. Our fully disclosed clearing agreement with Pershing also includes a covenant requiring Piper Jaffray & Co. to maintain excess net capital of $120 million.

At December 31, 2015,2017, Piper Jaffray Ltd., our broker dealer subsidiary registered in the United Kingdom, was subject to, and was in compliance with, the capital requirements of the Prudential Regulation Authority and the Financial Conduct Authority pursuant to the Financial Services Act of 2012.


Piper Jaffray Hong Kong Limited is licensed by the Hong Kong Securities and Futures Commission, which is subject to the liquid capital requirements of the Securities and Futures (Financial Resources) Rule promulgated under the Securities and Futures Ordinance. At December 31, 2015,2017, Piper Jaffray Hong Kong Limited was in compliance with the liquid capital requirements of the Hong Kong Securities and FuturesTrade Commission.

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Off-Balance Sheet Arrangements

In the ordinary course of business we enter into various types of off-balance sheet arrangements. The following table summarizes the notional contract value of our off-balance sheet arrangements for the periods presented:
Expiration Per Period at December 31, Total Contractual AmountExpiration Per Period at December 31, Total Contractual Amount

     2019 2021   December 31, December 31,
     2021 2023   December 31, December 31,
(Dollars in thousands)2016 2017 2018 - 2020 - 2022 Later 2015 20142018 2019 2020 - 2022 - 2024 Later 2017 2016
Customer matched-book derivative contracts (1) (2)$62,846
 $40,950
 $
 $72,596
 $68,760
 $4,147,288
 $4,392,440
 $4,860,302
$
 $32,850
 $23,850
 $51,620
 $166,700
 $2,543,986
 $2,819,006
 $3,330,207
Trading securities derivative contracts (2)260,850
 
 
 
 
 29,750
 290,600
 297,250
380,700
 
 
 
 
 18,750
 399,450
 423,550
Credit default swap index contracts (2)
 
 
 67,000
 
 27,270
 94,270
 267,796

 
 
 
 
 
 
 7,470
Futures and equity option derivative contracts (2)1,344,586
 1,000,451
 
 
 
 
 2,345,037
 19,380
9,635
 
 
 
 
 
 9,635
 
Private equity investment commitments (3)
 
 
 
 
 
 32,819
 37,264
Investment commitments (3)
 
 
 
 
 
 72,467
 22,776
(1)
Consists of interest rate swaps. We have minimal market risk related to these matched-book derivative contracts; however, we do have counterparty risk with twoone major financial institutions,institution, which is mitigated by collateral deposits. In addition, we have a limited number of counterparties (contractual amount of $186.4180.1 million at December 31, 20152017) who are not required to post collateral. The uncollateralized amounts, representing the fair value of the derivative contracts, expose us to the credit risk of these counterparties. At December 31, 20152017, we had $24.419.1 million of credit exposure with these counterparties, including $16.914.9 million of credit exposure with one counterparty.
(2)
We believe the fair value of these derivative contracts is a more relevant measure of the obligations because we believe the notional or contract amount overstates the expected payout. At December 31, 20152017 and December 31, 20142016, the net fair value of these derivative contracts approximated $31.820.5 million and $37.024.0 million, respectively.
(3)The investment commitments have no specified call dates. The timing of capital calls is based on market conditions and investment opportunities.

Derivatives

Derivatives’Derivatives' notional or contract amounts are not reflected as assets or liabilities on our consolidated statements of financial condition. Rather, the fair value of the derivative transactions are reported on the consolidated statements of financial condition as assets or liabilities in financial instruments and other inventory positions owned and financial instruments and other inventory positions sold, but not yet purchased, as applicable. For a complete discussion of our activities related to derivative products, see Note 6,5, "Financial Instruments and Other Inventory Positions Owned and Financial Instruments and Other Inventory Positions Sold, but Not Yet Purchased," in the notes to our consolidated financial statements.

LoanInvestment Commitments

We may commit to bridge loan financing for our clients. We had no loan commitments outstanding at December 31, 2015.

Investment Commitments

Our private equity and principalhave investments, including those made as part of our merchant banking activities, are made through investments in various limited partnerships or limited liability companies that provide financing or make investments in private equity funds.companies. We commit capital and/or act as the managing partner of these entities. For a complete discussion ofadditional information on our activities related to these types of entities, see Note 87, "Variable Interest Entities," in the notes to our consolidated financial statements.

We have committed capital of $72.5 million to certain entities and these commitments generally have no specified call dates. We had $32.8 million of commitments outstanding at December 31, 2015, of which $22.3 million relate to an affiliated merchant banking fund, and $10.0 million relate to an affiliated fund, which provides financing for senior living facilities.



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Risk Management

Risk is an inherent part of our business. The principal risks we face in operating our business include: strategic risk, market risk, liquidity risk, credit risk, operational risk, human capital risk, and legal regulatory and complianceregulatory risks. The extent to which we properly identify and effectively manage each of these risks is critical to our financial condition and profitability. We have a formal risk management process to identify, assess and monitor each risk and mitigating controls in accordance with defined policies and procedures. The risk management functions are independent of our business lines. Our management takes an active role in the risk management process, and the results are reported to senior management and the Board of Directors.

The audit committee of the Board of Directors oversees management's processes for identifying and evaluating our major risks, and the risk management process as well as policies, that have been developedprocedures and practices employed by management to monitorgovern its risk assessment and risk management processes. The nominating and governance committee of the Board of Directors oversees the Board of Directors' committee structures and functions as they relate to the various committees' responsibilities with respect to oversight of our major risk exposures. With respect to these major risk exposures, the audit committee is responsible for overseeing management's monitoring and control of our primary financialmajor risk exposures.exposures relating to market risk, credit risk, liquidity risk, legal and regulatory risk, operational risk (including cybersecurity), and human capital risk relating to misconduct, fraud, and legal and compliance matters. Our compensation committee is responsible for overseeing management's monitoring and control of our major risk exposures relating to compensation, organizational structure, and succession. Our Board of Directors is responsible for overseeing management's monitoring and control of our major risk exposures related to our corporate strategy. Our Chief Executive Officer and Chief Financial Officer meet with the audit committee on a quarterly basis to discuss our market, creditliquidity, and liquiditylegal and regulatory risks, and provide updates to the Board of Directors, audit committee, and compensation committee concerning the other risk-related topics.major risk exposures on a regular basis.

We use internal committees to assist in governing risk and ensure that our business activities are properly assessed, monitored and managed. Our financial risk committee overseescommittees manage our market, liquidity and credit risks, and oversee risk management practices related to these risks, including defining acceptable risk tolerances and approving risk management policies. Membership is comprised of senior leadership, including but not limited to, our Chief Executive Officer, President, Chief Financial Officer, General Counsel, Treasurer, Head of Market and Credit Risk, Head of Public Finance, and Head of Fixed Income Services and Firm Investments and Trading, and Head of Equities. Designated members of this committee also convene an executive risk committee which meets on a regular basis to monitor and discuss our primary financial risk exposures. We also have committees which manage risks related to our asset management strategies and principal investments. Membership is comprised of various levels of senior management.Trading. Other committees that help evaluate and monitor risk include underwriting, leadership team and operating committees. These committees help manage risk by ensuring that business activities are properly managed and within a defined scope of activity. Our valuation committee, comprised of members of senior management and risk management, provide oversight and overall responsibility for the internal control processes and procedures related to fair value measurements. Additionally, our operational risk committees address and monitor risk related to information systems and security, legal, regulatory and compliance matters, and third parties such as vendors and service providers.

With respect to market risk and credit risk, the cornerstone of our risk management process is daily communication among traders, trading department management and senior management concerning our inventory positions, including those associated with our strategic trading activities, and overall risk profile. Our risk management functions supplement this communication process by providing their independent perspectives on our market and credit risk profile on a daily basis. The broader objectives of our risk management functions are to understand the risk profile of each trading area, to consolidate risk monitoring company-wide, to assist in implementing effective hedging strategies, to articulate large trading or position risks to senior management, and to ensure accurate fair values of our financial instruments.

Risk management techniques, processes and strategies may not be fully effective in mitigating our risk exposure in all market environments or against all types of risk, and any risk management failures could expose us to material unanticipated losses.

Strategic Risk

Strategic risk represents the risk associated with executive management failing to develop and execute on the appropriate overall objectives and strategic vision which demonstrates a commitment to the Company'sour culture, leverages our core competencies, appropriately responds to external factors in the marketplace, and is in the best interests of our clients, employees and shareholders.

Our leadership team is responsible for managing our strategic risks. The Board of Directors oversees the leadership team in setting and executing our strategic plan.


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Market Risk

Market risk represents the risk of losses, or financial volatility, that may result from the change in value of a financial instrument due to fluctuations in its market price. Our exposure to market risk is directly related to our role as a financial intermediary for our clients, to our market-making activities and our strategic trading activities. Market risks are inherent to both cash and derivative financial instruments. The scope of our market risk management policies and procedures includes all market-sensitive financial instruments.

Our different types of market risk include:

Interest Rate Risk — Interest rate risk represents the potential volatility from changes in market interest rates. We are exposed to interest rate risk arising from changes in the level and volatility of interest rates, changes in the shapeslope of the yield curve, changes in credit spreads, and the rate of prepayments on our interest-earning assets (including client margin balances, investments, inventories, and resale agreements)(e.g., inventories) and our funding sources (including client cash balances,(e.g., short-term financing, senior notes and repurchase agreements),financing) which finance these assets. Interest rate risk is managed by selling short U.S. government securities, agency securities, corporate debt securities and derivative contracts. See Note 65 of our accompanying consolidated financial statements for additional information on our derivative contracts. Our interest rate hedging strategies may not work in all market environments and as a result may not be effective in mitigating interest rate risk. Also, we establish limits on the notional level of our fixed income securities inventory and manage net positions within those limits.

Equity Price Risk — Equity price risk represents the potential loss in value due to adverse changes in the level or volatility of equity prices. We are exposed to equity price risk through our trading activities in the U.S. market. We attempt to reduce the risk of loss inherent in our market-making and in our inventory of equity securities by establishing limits on the notional level of our inventory and by managing net position levels within those limits.

Foreign Exchange Risk — Foreign exchange risk represents the potential volatility to earnings or capital arising from movement in foreign exchange rates. A modest portion of our business is conducted in currencies other than the U.S. dollar, and changes in foreign exchange rates relative to the U.S. dollar can therefore affect the value of non-U.S. dollar net assets, revenues and expenses. A change in the foreign currency rates could create either a foreign currency transaction gain/loss (recorded in our consolidated statements of operations) or a foreign currency translation adjustment (recorded to accumulated other comprehensive income/(loss) within the shareholders' equity section of our consolidated statements of financial condition and other comprehensive income/(loss) within the consolidated statements of comprehensive income).

Value-at-Risk ("VaR")

We use the statistical technique known as VaR to measure, monitor and review the market risk exposures in our trading portfolios. VaR is the potential loss in value of our trading positions, excluding non-controllingnoncontrolling interests, due to adverse market movements over a defined time horizon with a specified confidence level. We perform a daily VaR analysis on substantially all of our trading positions, including fixed income, equities, convertible bonds, mortgage-backed securities and all associated economic hedges. These positions encompass both customer-related and strategic trading activities, which focus on proprietary investments in municipal bonds, and mortgage-backed securities.activities. A VaR model provides a common metric for assessing market risk across business lines and products. Changes in VaR between reporting periods are generally due to changes in levels of risk exposure, volatilities and/or correlations among asset classes and individual securities.

We use a Monte Carlo simulation methodology for VaR calculations. We believe this methodology provides VaR results that properly reflect the risk profile of all our instruments, including those that contain optionality, and also accurately models correlation movements among all of our asset classes. In addition, it provides improved tail results as there are no assumptions of distribution, and can provide additional insight for scenario shock analysis.

Model-based VaR derived from simulation has inherent limitations including: reliance on historical data to predict future market risk; VaR calculated using a one-day time horizon does not fully capture the market risk of positions that cannot be liquidated or offset with hedges within one day; and published VaR results reflect past trading positions while future risk depends on future positions.

The modeling of the market risk characteristics of our trading positions involves a number of assumptions and approximations. While we believe that these assumptions and approximations are reasonable, different assumptions and approximations could produce materially different VaR estimates. When comparing our VaR numbers to those of other firms, it is important to remember that different methodologies, assumptions and approximations could produce significantly different results.


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The following table quantifies the model-based VaR simulated for each component of market risk for the periods presented, which are computed using the past 250 days of historical data. When calculating VaR we use a 95 percent confidence level and a one-day time horizon. This means that, over time, there is a one in 20 chance that daily trading net revenues will fall below the expected daily trading net revenues by an amount at least as large as the reported VaR. Shortfalls on a single day can exceed reported VaR by significant amounts. Shortfalls can also accumulate over a longer time horizon, such as a number of consecutive trading days. Therefore, there can be no assurance that actual losses occurring on any given day arising from changes in market conditions will not exceed the VaR amounts shown below or that such losses will not occur more than once in a 20-day trading period.
December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Interest Rate Risk$608
 $740
$965
 $696
Equity Price Risk119
 235
62
 41
Diversification Effect (1)(66) (129)(40) (26)
Total Value-at-Risk$661
 $846
$987
 $711
(1)Equals the difference between total VaR and the sum of the VaRs for the two risk categories. This effect arises because the two market risk categories are not perfectly correlated.

We view average VaR over a period of time as more representative of trends in the business than VaR at any single point in time. The table below illustrates the daily high, low and average value-at-riskVaR calculated for each component of market risk during the years ended December 31, 20152017 and 20142016, respectively.
(Dollars in thousands)High Low AverageHigh Low Average
For the Year Ended December 31, 2015     
For the Year Ended December 31, 2017     
Interest Rate Risk$853
 $415
 $582
$1,235
 $480
 $785
Equity Price Risk618
 31
 314
178
 28
 81
Diversification Effect (1)    (133)    (57)
Total Value-at-Risk$1,128
 $487
 $763
$1,244
 $506
 $809
(Dollars in thousands)High Low AverageHigh Low Average
For the Year Ended December 31, 2014     
For the Year Ended December 31, 2016     
Interest Rate Risk$1,344
 $291
 $797
$990
 $251
 $533
Equity Price Risk920
 17
 265
412
 6
 150
Diversification Effect (1)    (232)    (72)
Total Value-at-Risk$1,332
 $302
 $830
$1,049
 $362
 $611
(1)Equals the difference between total VaR and the sum of the VaRs for the two risk categories. This effect arises because the two market risk categories are not perfectly correlated. Because high and low VaR numbers for these risk categories may have occurred on different days, high and low numbers for diversification benefit would not be meaningful.

Trading losses exceeded our one-day VaR on sixtwo occasions during 2015.2017.

The aggregate VaR as of December 31, 20152017 was lowerhigher than the reported VaR on December 31, 2014.2016. The decreaseincrease in VaR iswas due to lower volatility duringincreased inventory levels in asset classes that are accretive to VaR, particularly municipal securities, as we capitalized on a trading opportunity in the municipal market toward the end of the measurement period and reduced inventory levels.period.

In addition to VaR, we also employ additional measures to monitor and manage market risk exposure including net market position, duration exposure, option sensitivities, and inventory turnover. All metrics are aggregated by asset concentration and are used for monitoring limits and exception approvals. In times of market volatility, we also perform ad hoc stress tests and scenario analysis as market conditions dictate. Unlike our VaR, which measures potential losses within a given confidence level, stress scenarios do not have an associated implied probability. Rather, stress testing is used to estimate the potential loss from market moves outside our VaR confidence levels.

Liquidity Risk

Liquidity risk is the risk that we are unable to timely access necessary funding sources in order to operate our business, as well as the risk that we are unable to timely divest securities that we hold in connection with our market-making, sales and trading, and strategic trading activities. We are exposed to liquidity risk in our day-to-day funding activities, by holding potentially illiquid inventory positions and in our role as a remarketing agent for variable rate demand notes.


See the section entitled "Liquidity, Funding and Capital Resources" in Part II, Item 7, "Management’s Discussion and Analysis of Financial Condition and Results of Operations," in this Form 10-K for information regarding our liquidity and how we manage liquidity risk.


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Our inventory positions, including those associated with strategic trading activities, subject us to potential financial losses from the reduction in value of illiquid positions. Market risk can be exacerbated in times of trading illiquidity when market participants refrain from transacting in normal quantities and/or at normal bid-offer spreads. Depending on the specific security, the structure of the financial product, and/or overall market conditions, we may be forced to hold a security for substantially longer than we had planned or forced to liquidate into a challenging market if funding becomes unavailable.

Credit Risk

Credit risk refers to the potential for loss due to the default or deterioration in credit quality of a counterparty, customer, borrower or issuer of securities we hold in our trading inventory. The nature and amount of credit risk depends on the type of transaction, the structure and duration of that transaction and the parties involved. Credit risk also results from an obligor's failure to meet the terms of any contract with us or otherwise fail to perform as agreed. This may be reflected through issues such as settlement obligations or payment collections.

Our different types of credit risk include:

Credit Spread RiskCredit spread risk arises from the possibility that changes in credit spreads will affect the value of financial instruments. Credit spreads represent the credit risk premiums required by market participants for a given credit quality (e.g., the additional yield that a debt instrument issued by a AA-rated entity must produce over a risk-free alternative). Changes in credit spreads result from potential changes in an issuer’sissuer's credit rating or the market’smarket's perception of the issuer’sissuer's credit worthiness. We are exposed to credit spread risk with the debt instruments held in our trading inventory, including those held for strategic trading activities. We enter into transactions to hedge our exposure to credit spread risk through the use of derivatives and certain other financial instruments. These hedging strategies may not work in all market environments and as a result may not be effective in mitigating credit spread risk.

Deterioration/Default Risk — Deterioration/default risk represents the risk due to an issuer, counterparty or borrower failing to fulfill its obligations. We are exposed to creditdeterioration/default risk in our role as a trading counterparty to dealers and customers, as a holder of securities, and as a member of exchanges and clearing organizations.exchanges. The risk of default depends on the creditworthiness of the counterparty and/or issuer of the security. We mitigate this risk by establishing and monitoring individual and aggregate position limits for each counterparty relative to potential levels of activity, holding and marking to market collateral on certain transactions and conducting business through clearing organizations, which guarantee performance.transactions. Our risk management functions also evaluate the potential risk associated with institutional counterparties with whom we hold repurchase and resale agreement facilities, stock borrow or loan facilities, derivatives, TBAs and other documented institutional counterparty agreements that may give rise to credit exposure.

Collections Risk — Collections risk arises from ineffective management and monitoring of collecting outstanding debts and obligations, including those related to our customer trading activities and margin lending. Our client activities involve the execution, settlement and financing of various transactions. Client activities are transacted on a delivery versus payment, cash or margin basis. Our credit exposure to institutional client business is mitigated by the use of industry-standard delivery versus payment through depositories and clearing banks. Credit exposure associated with our customer margin accounts in the U.S. is monitored daily. Our risk management functions have credit risk policies establishing appropriate credit limits and collateralization thresholds for our customers utilizing margin lending.

Concentration Risk — Concentration risk is the risk due to concentrated exposure to a particular product; individual issuer, borrower or counterparty; financial instrument; or geographic area. We are subject to concentration risk if we hold large individual securities positions, execute large transactions with individual counterparties or groups of related counterparties, extend large loans to individual borrowers or make substantial underwriting commitments. Concentration risk can occur by industry, geographic area or type of client. Securities purchased under agreements to resell consist primarily of securities issued by the U.S. government or its agencies. The counterparties to these agreements typically are primary dealers of U.S. government securities and major financial institutions. Inventory and investment positions taken and commitments made, including underwritings, may result in exposure to individual issuers and businesses. Potential concentration risk is carefully monitored through review of counterparties and borrowers and is managed through the use of policies and limits established by senior management.

We have concentrated counterparty credit exposure with five non-publicly rated entities totaling $24.419.1 million at December 31, 20152017. This counterparty credit exposure is part of our matched-book derivative program related to our public finance business, consisting primarily of interest rate swaps. One derivative counterparty represents 69.478.1 percent, or $16.914.9 million, of this exposure. Credit exposure associated with our derivative counterparties is driven by uncollateralized market movements in the fair value of

the interest rate swap contracts and is monitored regularly by our financial risk committee. We attempt to minimize the credit (or repayment) risk in derivative instruments by entering into transactions with high-quality counterparties that are reviewed periodically by senior management.

Operational Risk

Operational risk is the risk of loss, or damage to our reputation, resulting from inadequate or failed processes, people and systems or from external events. We rely on the ability of our employees and our systems, both internal and at computer centers operated by third parties, to process a large number of transactions. Our systems may fail to operate properly or become disabled as a result of events that are wholly or partially beyond our control. In the event of a breakdown or improper operation of our systems or

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improper action by our employees or third party vendors, we could suffer financial loss, a disruption of our businesses, regulatory sanctions and damage to our reputation. We also face the risk of operational failure or termination of any of the exchanges, fully disclosed clearing housesfirms, or other financial intermediaries we use to facilitate our securities transactions. Any such failure or termination could adversely affect our ability to effect transactions and manage our exposure to risk.

Our operations rely on secure processing, storage and transmission of confidential and other information in our internal and outsourced computer systems and networks. Our computer systems, software and networks may be vulnerable to unauthorized access, computer viruses or other malicious code, internal misconduct or inadvertent errors and other events that could have an information security impact. The occurrence of one or more of these events, which we have experienced, could jeopardize our or our clients' or counterparties' confidential and other information processed and stored in, and transmitted through, our computer systems and networks, or otherwise cause interruptions or malfunctions in our, our clients', our counterparties' or third parties' operations. We take protective measures and endeavor to modify them as circumstances warrant.

In order to mitigate and control operational risk, we have developed and continue to enhance policies and procedures that are designed to identify and manage operational risk at appropriate levels throughout the organization. We also have business continuity plans in place that we believe will cover critical processes on a company-wide basis, and redundancies are built into our systems as we have deemed appropriate. These control mechanisms attempt to ensure that operational policies and procedures are being followed and that our various businesses are operating within established corporate policies and limits.

In 2017, we migrated to a fully disclosed clearing model for all of our clearing operations. In a fully disclosed clearing model, we act as an introducing broker for client transactions and rely on Pershing, our clearing broker dealer, to facilitate clearance and settlement of our clients' securities transactions. Subsequent to transitioning to a fully disclosed clearing model, the clearing services provided by Pershing are critical to our business operations, and similar to other services performed by third party vendors, any failure by Pershing with respect to the services we rely upon Pershing to provide could cause financial loss, significantly disrupt our business, damage our reputation, and adversely affect our ability to serve our clients and manage our exposure to risk.
Human Capital Risk

Our business is a human capital business and our success is dependent upon the skills, expertise and performance of our employees. Our abilityHuman capital risks represent the risks posed if we fail to compete effectively in the marketplace is dependent upon attractingattract and retainingretain qualified individuals who are motivated to serve the best interests of our clients, thereby serving the best interests of our company. Attracting and retaining employees depends, among other things, on our company's culture, management, work environment, geographic locations and compensation. There are risks associated with the proper recruitment, development and rewards of our employees to ensure quality performance and retention.

Legal Regulatory and ComplianceRegulatory Risk

Legal regulatory and complianceregulatory risk includes the risk of non-compliance with applicable legal and regulatory requirements and loss to our reputation we may suffer as a result of failure to comply with laws, regulations, rules, related self-regulatory organization standards and codes of conduct applicable to our business activities. We are generally subject to extensive regulation in the various jurisdictions in which we conduct our business. We have established procedures that are designed to ensure compliance with applicable statutory and regulatory requirements, such as public company reporting obligations, regulatory net capital requirements, sales and trading practices, potential conflicts of interest, use and safekeeping of customer funds and securities, anti-money laundering, privacy and recordkeeping. We have also established procedures that are designed to require that our policies relating to ethics and business conduct are followed. The legal and regulatory focus on the financial services industry presents a continuing business challenge for us.


Our business also subjects us to the complex income tax laws of the jurisdictions in which we have business operations, and these tax laws may be subject to different interpretations by the taxpayer and the relevant governmental taxing authorities. We must make judgments and interpretations about the application of these inherently complex tax laws when determining the provision for income taxes.

Effects of Inflation

Because our assets are liquid and generally short-term in nature, they are not significantly affected by inflation. However, the rate of inflation affects our expenses, such as employee compensation, office space leasing costs and communications charges, which may not be readily recoverable in the price of services we offer to our clients. To the extent inflation results in rising interest rates and has other adverse effects upon the securities markets, it may adversely affect our financial position and results of operations.

ITEM 7A.     QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK.

The information under the caption "Risk Management" in Part II, Item 7 of this Form 10-K entitled, "Management’s"Management's Discussion and Analysis of Financial Condition and Results of Operations," is incorporated herein by reference.


56


ITEM 8.     FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA.

INDEX TO AUDITED CONSOLIDATED FINANCIAL STATEMENTS

Management's Report on Internal Control Over Financial Reporting 
Report of Independent Registered Public Accounting Firm 
Report of Independent Registered Public Accounting Firm 
Consolidated Financial Statements:  
 
 
 
 
 
Notes to the Consolidated Financial Statements  
Note 1 
Note 2 
Note 3 
Note 4
Acquisitions of Simmons & Company International
 
Note 5
Note 6 
Note 76 
Note 87 
Note 98 
Note 109 
Note 1110 
Note 1211 
Note 1312 
Note 1413 
Note 1514 
Note 1615 
Note 1716 
Note 1817
Contingencies, Commitments and Guarantees
 
Note 1918 
Note 2019 
Note 2120 
Note 2221 
Note 2322 
Note 2423 
Note 2524 
Note 2625 
Note 2726 
 


57



MANAGEMENT’SMANAGEMENT'S REPORT ON INTERNAL CONTROL OVER FINANCIAL REPORTING

Our management is responsible for establishing and maintaining adequate internal control over our financial reporting. Our internal control system is designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with U.S. generally accepted accounting principles. All internal control systems, no matter how well designed, have inherent limitations. Therefore, even those systems determined to be effective can provide only reasonable assurance with respect to financial statement preparation and presentation.

Our management assessed the effectiveness of our internal control over financial reporting as of December 31, 2015.2017. In making this assessment, management used the criteria set forth by the Committee of Sponsoring Organizations of the Treadway Commission (COSO) in Internal Control-Integrated Framework (2013 framework). Based on its assessment and those criteria, management has concluded that we maintained effective internal control over financial reporting as of December 31, 2015.2017.

Ernst & Young LLP, the independent registered public accounting firm that audited the consolidated financial statements of Piper Jaffray Companies included in this Annual Report on Form 10-K, has issued an attestation report on internal control over financial reporting as of December 31, 2015.2017. Their report, which expresses an unqualified opinion on the effectiveness of Piper Jaffray Companies’Companies' internal control over financial reporting as of December 31, 2015,2017, is included herein.


58



REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

TheTo the Shareholders and Board of Directors and Shareholders
of Piper Jaffray Companies

Opinion on Internal Control over Financial Reporting
We have audited Piper Jaffray Companies’ (the Company) internal control over financial reporting as of December 31, 2015,2017, based on criteria established in Internal Control - Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) (the COSO criteria). Piper Jaffray Companies’In our opinion, the Company maintained, in all respects, effective internal control over financial reporting as of December 31, 2017, based on the COSO criteria.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated statements of financial condition of the Company as of December 31, 2017 and 2016, and the related consolidated statements of operations, comprehensive income, changes in shareholders’ equity, and cash flows for each of the three years in the period ended December 31, 2017, of the Company and our report dated February 26, 2018 expressed an unqualified opinion thereon.

Basis for Opinion
The Company’s management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting included in the accompanying Management’s Report on Internal Control Over Financial Reporting. Our responsibility is to express an opinion on the Company’s internal control over financial reporting based on our audit. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audit in accordance with the standards of the Public Company Accounting Oversight Board (United States).PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects.

Our audit included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, testing and evaluating the design and operating effectiveness of internal control based on the assessed risk, and performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.

Definition and Limitations of Internal Control Over Financial Reporting
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 (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) 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 (3) 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.

In our opinion, Piper Jaffray Companies maintained, in all material respects, effective internal control over financial reporting as of December 31, 2015, based on the COSO criteria.

We have also audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), the 2015 consolidated financial statements of Piper Jaffray Companies and our report dated February 25, 2016, expressed an unqualified opinion thereon.

/s/ Ernst & Young LLP

Minneapolis, Minnesota
February 25, 201626, 2018

59



REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

TheTo the Shareholders and Board of Directors and Shareholders
of Piper Jaffray Companies

Opinion on the Financial Statements
We have audited the accompanying consolidated statements of financial condition of Piper Jaffray Companies (the Company) as of December 31, 20152017 and 2014,2016, and the related consolidated statements of operations, comprehensive income, changes in shareholders’ equity, and cash flows for each of the three years in the period ended December 31, 2015. These financial statements are2017, and the responsibility ofrelated notes (collectively referred to as the Company’s management. Our responsibility is to express an opinion on these financial statements based on our audits.

We conducted our audits in accordance with the standards of the Public Company Accounting Oversight Board (United States)“financial statements”). Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement. An audit includes examining, on a test basis, evidence supporting the amounts and disclosures in the financial statements. An audit also includes assessing the accounting principles used and significant estimates made by management, as well as evaluating the overall financial statement presentation. We believe that our audits provide a reasonable basis for our opinion.

In our opinion, the financial statements referred to above present fairly, in all material respects, the consolidated financial position of Piper Jaffray Companiesthe Company at December 31, 20152017 and 2014,2016, and the consolidated results of its operations and its cash flows for each of the three years in the period ended December 31, 2015,2017, in conformity with U.S. generally accepted accounting principles.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), Piper Jaffray Companies’the Company’s internal control over financial reporting as of December 31, 2015,2017, based on criteria established in Internal Control - Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) and our report dated February 25, 201626, 2018 expressed an unqualified opinion thereon.

Basis for Opinion
These financial statements are the responsibility of the Company’s management. Our responsibility is to express an opinion on the Company’s financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statements. We believe that our audits provide a reasonable basis for our opinion.

/s/ Ernst & Young LLP

We have served as the Company’s auditor since 2003.
Minneapolis, Minnesota
February 25, 201626, 2018


60


Piper Jaffray Companies
Consolidated Statements of Financial Condition


December 31, December 31,December 31, December 31,
(Amounts in thousands, except share data)2015 20142017 2016
Assets      
Cash and cash equivalents$189,910
 $15,867
$33,793
 $41,359
Cash and cash equivalents segregated for regulatory purposes81,022
 25,011

 29,015
Receivables:      
Customers41,167
 9,658

 31,917
Brokers, dealers and clearing organizations147,949
 161,009
145,394
 212,730
Securities purchased under agreements to resell136,983
 308,165

 159,697
      
Financial instruments and other inventory positions owned283,579
 507,794
663,330
 464,610
Financial instruments and other inventory positions owned and pledged as collateral707,355
 1,108,567
720,047
 594,361
Total financial instruments and other inventory positions owned990,934
 1,616,361
1,383,377
 1,058,971
      
Fixed assets (net of accumulated depreciation and amortization of $51,874 and $47,327, respectively)18,984
 18,171
Fixed assets (net of accumulated depreciation and amortization of $55,944 and $58,308, respectively)25,179
 25,343
Goodwill217,976
 211,878
81,855
 196,218
Intangible assets (net of accumulated amortization of $48,803 and $41,141, respectively)30,530
 30,658
Intangible assets (net of accumulated amortization of $85,417 and $70,017, respectively)22,834
 37,234
Investments163,861
 126,840
176,212
 168,057
Net deferred income tax assets101,205
 97,833
Other assets119,202
 100,299
54,834
 67,129
Total assets$2,138,518
 $2,623,917
$2,024,683
 $2,125,503
      
Liabilities and Shareholders’ Equity   
Liabilities and Shareholders' Equity   
Short-term financing$446,190
 $377,767
$289,937
 $418,832
Senior notes175,000
 125,000
125,000
 175,000
Payables:      
Customers37,364
 13,328

 29,352
Brokers, dealers and clearing organizations48,131
 25,564
19,392
 40,842
Securities sold under agreements to repurchase45,319
 102,646

 15,046
Financial instruments and other inventory positions sold, but not yet purchased239,155
 738,124
399,227
 299,357
Accrued compensation251,638
 228,877
400,092
 288,255
Other liabilities and accrued expenses62,901
 43,151
49,800
 42,553
Total liabilities1,305,698
 1,654,457
1,283,448
 1,309,237
      
Shareholders’ equity:   
Shareholders' equity:   
Common stock, $0.01 par value:      
Shares authorized: 100,000,000 at December 31, 2015 and December 31, 2014;   
Shares issued: 19,510,858 at December 31, 2015 and 19,523,371 at December 31, 2014;   
Shares outstanding: 13,311,016 at December 31, 2015 and 15,265,420 at December 31, 2014195
 195
Shares authorized: 100,000,000 at December 31, 2017 and December 31, 2016;   
Shares issued: 19,512,914 at December 31, 2017 and 19,535,307 at December 31, 2016;   
Shares outstanding: 12,911,149 at December 31, 2017 and 12,391,970 at December 31, 2016195
 195
Additional paid-in capital752,066
 735,415
791,970
 788,927
Retained earnings279,140
 227,065
176,270
 257,188
Less common stock held in treasury, at cost: 6,199,842 at December 31, 2015 and 4,257,951 shares at December 31, 2014(247,553) (143,140)
Accumulated other comprehensive income/(loss)(189) 377
Total common shareholders’ equity783,659
 819,912
Less common stock held in treasury, at cost: 6,601,765 at December 31, 2017 and 7,143,337 shares at December 31, 2016(273,824) (284,461)
Accumulated other comprehensive loss(1,279) (2,599)
Total common shareholders' equity693,332
 759,250
      
Noncontrolling interests49,161
 149,548
47,903
 57,016
Total shareholders’ equity832,820
 969,460
Total shareholders' equity741,235
 816,266
      
Total liabilities and shareholders’ equity$2,138,518
 $2,623,917
Total liabilities and shareholders' equity$2,024,683
 $2,125,503

See Notes to the Consolidated Financial Statements

61


Piper Jaffray Companies
Consolidated Statements of Operations


 Year Ended December 31,
(Amounts in thousands, except per share data)2015 2014 2013
Revenues:     
Investment banking$414,118
 $369,811
 $248,563
Institutional brokerage154,889
 156,809
 146,648
Asset management75,017
 85,062
 83,045
Interest41,557
 48,716
 50,409
Investment income10,736
 12,813
 21,566
      
Total revenues696,317
 673,211
 550,231
      
Interest expense23,399
 25,073
 25,036
      
Net revenues672,918
 648,138
 525,195
      
Non-interest expenses:     
Compensation and benefits421,733
 394,510
 322,464
Outside services36,218
 37,055
 32,982
Occupancy and equipment28,301
 28,231
 25,493
Communications23,762
 22,732
 21,431
Marketing and business development29,990
 27,260
 21,603
Trade execution and clearance7,794
 7,621
 8,270
Restructuring and integration costs10,652
 
 4,689
Intangible asset amortization expense7,662
 9,272
 7,993
Other operating expenses20,383
 11,146
 4,657
      
Total non-interest expenses586,495
 537,827
 449,582
      
Income from continuing operations before income tax expense86,423
 110,311
 75,613
      
Income tax expense27,941
 35,986
 20,390
      
Income from continuing operations58,482
 74,325
 55,223
      
Discontinued operations:     
Loss from discontinued operations, net of tax
 
 (4,739)
      
Net income58,482
 74,325
 50,484
      
Net income applicable to noncontrolling interests6,407
 11,153
 5,394
      
Net income applicable to Piper Jaffray Companies$52,075
 $63,172
 $45,090
      
Net income applicable to Piper Jaffray Companies’ common shareholders$48,060
 $58,141
 $40,596
      
Continued on next page

62

Table of Contents
 Year Ended December 31,
(Amounts in thousands, except per share data)2017 2016 2015
Revenues:     
Investment banking$633,837
 $490,340
 $414,118
Institutional brokerage154,563
 161,186
 154,889
Asset management56,835
 60,672
 75,017
Interest31,954
 33,074
 41,557
Investment income18,002
 24,602
 10,736
      
Total revenues895,191
 769,874
 696,317
      
Interest expense20,268
 22,525
 23,399
      
Net revenues874,923
 747,349
 672,918
      
Non-interest expenses:     
Compensation and benefits617,635
 510,612
 421,733
Outside services38,012
 39,289
 36,218
Occupancy and equipment33,462
 34,813
 28,301
Communications29,891
 29,626
 23,762
Marketing and business development31,293
 30,404
 29,990
Trade execution and clearance8,166
 7,651
 7,794
Restructuring and integration costs
 10,206
 10,652
Goodwill impairment114,363
 82,900
 
Intangible asset amortization15,400
 21,214
 7,662
Back office conversion costs3,927
 561
 
Other operating expenses12,097
 10,947
 20,383
      
Total non-interest expenses904,246
 778,223
 586,495
      
Income/(loss) before income tax expense/(benefit)(29,323) (30,874) 86,423
      
Income tax expense/(benefit)30,229
 (17,128) 27,941
      
Net income/(loss)(59,552) (13,746) 58,482
      
Net income applicable to noncontrolling interests2,387
 8,206
 6,407
      
Net income/(loss) applicable to Piper Jaffray Companies$(61,939) $(21,952) $52,075
      
Net income/(loss) applicable to Piper Jaffray Companies' common shareholders$(64,875)
(1) 
$(21,952)
(1) 
$48,060
      
Earnings/(loss) per common share     
Basic$(5.07) $(1.73) $3.34
Diluted$(5.07)
(2) 
$(1.73)
(2) 
$3.34
      
Dividends declared per common share$1.25
 $
 $
      
Weighted average number of common shares outstanding     
Basic12,807
 12,674
 14,368
Diluted12,978
(2) 
12,779
(2) 
14,389

Piper Jaffray Companies
Consolidated Statements of Operations – Continued


 Year Ended December 31,
(Amounts in thousands, except per share data)2015 2014 2013
Amounts applicable to Piper Jaffray Companies     
Net income from continuing operations$52,075
 $63,172
 $49,829
Net loss from discontinued operations
 
 (4,739)
Net income applicable to Piper Jaffray Companies$52,075
 $63,172
 $45,090
      
Earnings/(loss) per basic common share     
Income from continuing operations$3.34
 $3.88
 $2.98
Loss from discontinued operations
 
 (0.28)
Earnings per basic common share$3.34
 $3.88
 $2.70
      
Earnings/(loss) per diluted common share     
Income from continuing operations$3.34
 $3.87
 $2.98
Loss from discontinued operations
 
 (0.28)
Earnings per diluted common share$3.34
 $3.87
 $2.70
      
Weighted average number of common shares outstanding     
Basic14,368
 14,971
 15,046
Diluted14,389
 15,025
 15,061

(1)No allocation of undistributed income was made due to loss position. See Note 22.
(2)Earnings per diluted common share is calculated using the basic weighted average number of common shares outstanding for periods in which a loss is incurred.
See Notes to the Consolidated Financial Statements

63


Piper Jaffray Companies
Consolidated Statements of Comprehensive Income

 Year Ended December 31,
(Amounts in thousands)2015 2014 2013
Net income$58,482
 $74,325
 $50,484
      
Other comprehensive income/(loss), net of tax:     
Adjustment to unrecognized pension cost
 
 (38)
Foreign currency translation adjustment(566) (519) 267
 

    
Total other comprehensive income/(loss), net of tax(566) (519) 229
      
Comprehensive income57,916
 73,806
 50,713
      
Comprehensive income applicable to noncontrolling interests6,407
 11,153
 5,394
      
Comprehensive income applicable to Piper Jaffray Companies$51,509
 $62,653
 $45,319
 Year Ended December 31,
(Amounts in thousands)2017 2016 2015
Net income/(loss)$(59,552) $(13,746) $58,482
      
Other comprehensive income/(loss), net of tax:     
Foreign currency translation adjustment1,320
 (2,410) (566)
      
Comprehensive income/(loss)(58,232) (16,156) 57,916
      
Comprehensive income applicable to noncontrolling interests2,387
 8,206
 6,407
      
Comprehensive income/(loss) applicable to Piper Jaffray Companies$(60,619) $(24,362) $51,509

See Notes to the Consolidated Financial Statements


64


Piper Jaffray Companies
Consolidated Statements of Changes in Shareholders' Equity


           Accumulated Total               Accumulated Total    
 Common   Additional     Other Common   Total Common   Additional     Other Common   Total
(Amounts in thousands, Shares Common Paid-In Retained Treasury Comprehensive Shareholders' Noncontrolling Shareholders' Shares Common Paid-In Retained Treasury Comprehensive Shareholders' Noncontrolling Shareholders'
except share amounts) Outstanding Stock Capital Earnings Stock Income/(Loss) Equity Interests Equity Outstanding Stock Capital Earnings Stock Income/(Loss) Equity Interests Equity
                                    
Balance at December 31, 2012 15,213,796
 $195
 $754,566
 $118,803
 $(140,939) $667
 $733,292
 $56,883
 $790,175
Balance at December 31, 2014 15,265,420
 $195
 $735,415
 $227,065
 $(143,140) $377
 $819,912
 $149,548
 $969,460
                                    
Net income 
 
 
 45,090
 
 
 45,090
 5,394
 50,484
 
 
 
 52,075
 
 
 52,075
 6,407
 58,482
Amortization/issuance of restricted stock 
 
 23,528
 
 
 
 23,528
 
 23,528
 
 
 43,237
 
 
 
 43,237
 
 43,237
Repurchase of common stock through share repurchase program (1,719,662) 
 
 
 (55,929) 
 (55,929) 
 (55,929) (2,459,400) 
 
 
 (118,464) 
 (118,464) 
 (118,464)
Issuance of treasury shares for restricted stock vestings 1,173,180
 
 (38,636) 
 38,636
 
 
 
 
Repurchase of common stock for employee tax withholding (386,713) 
 
 
 (15,533) 
 (15,533) 
 (15,533)
Issuance of treasury shares for 401k match 96,049
 
 803
 
 3,136
 
 3,939
 
 3,939
Shares reserved to meet deferred compensation obligations 6,768
 
 60
 
 
 
 60
 
 60
Other comprehensive income 
 
 
 
 
 229
 229
 
 229
Fund capital contributions, net 
 
 
 
 
 
 
 85,119
 85,119
Balance at December 31, 2013 14,383,418

$195
 $740,321
 $163,893
 $(170,629) $896
 $734,676
 $147,396
 $882,072
                  
Net income 
 
 
 63,172
 
 
 63,172
 11,153
 74,325
Amortization/issuance of restricted stock 
 
 23,649
 
 
 
 23,649
 
 23,649
Issuance of treasury shares for options exercised 137,864
 
 834
 
 4,618
 
 5,452
 
 5,452
 50,671
 
 96
 
 1,760
 
 1,856
 
 1,856
Issuance of treasury shares for restricted stock vestings 892,385
 
 (30,295) 
 30,295
 
 
 
 
 734,080
 
 (26,752) 
 26,752
 
 
 
 
Repurchase of common stock for employee tax withholding (256,055) 
 
 
 (10,854) 
 (10,854) 
 (10,854) (281,180) 
 
 
 (14,461) 
 (14,461) 
 (14,461)
Issuance of treasury shares for 401k match 103,598
 
 726
 
 3,430
 
 4,156
 
 4,156
Shares reserved to meet deferred compensation obligations 4,210
 
 180
 
 
 
 180
 
 180
Shares reserved/issued for director compensation 1,425
 
 70
 
 
 
 70
 
 70
Other comprehensive loss 
 
 
 
 
 (519) (519) 
 (519) 
 
 
 
 
 (566) (566) 
 (566)
Fund capital withdrawals, net 
 
 
 
 
 
 
 (9,001) (9,001)
Balance at December 31, 2014 15,265,420
 $195
 $735,415
 $227,065
 $(143,140) $377
 $819,912
 $149,548
 $969,460
Fund capital distributions, net 
 
 
 
 
 
 
 (106,794) (106,794)
Balance at December 31, 2015 13,311,016

$195
 $752,066
 $279,140
 $(247,553) $(189) $783,659
 $49,161
 $832,820
                  
Net income/(loss) 
 
 
 (21,952) 
 
 (21,952) 8,206
 (13,746)
Amortization/issuance of restricted stock 
 
 65,311
 
 
 
 65,311
 
 65,311
Repurchase of common stock through share repurchase program (1,536,226) 
 
 
 (59,739) 
 (59,739) 
 (59,739)
Issuance of treasury shares for options exercised 104,175
 
 411
 
 4,146
 
 4,557
 
 4,557
Issuance of treasury shares for restricted stock vestings 750,241
 
 (29,805) 
 29,805
 
 
 
 
Repurchase of common stock for employee tax withholding (261,685) 
 
 
 (11,120) 
 (11,120) 
 (11,120)
Shares reserved/issued for director compensation 24,449
 
 944
 
 
 
 944
 
 944
Other comprehensive loss 
 
 
 
 
 (2,410) (2,410) 
 (2,410)
Deconsolidation of investment partnerships

 
 
 
 
 
 
 
 (9,415) (9,415)
Fund capital contributions, net 
 
 
 
 
 
 
 9,064
 9,064
Balance at December 31, 2016 12,391,970
 $195
 $788,927
 $257,188
 $(284,461) $(2,599) $759,250
 $57,016
 $816,266
                                    
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Piper Jaffray Companies
Consolidated Statements of Changes in Shareholders' Equity – Continued

           Accumulated Total               Accumulated Total    
 Common   Additional     Other Common   Total Common   Additional     Other Common   Total
(Amounts in thousands, Shares Common Paid-In Retained Treasury Comprehensive Shareholders' Noncontrolling Shareholders' Shares Common Paid-In Retained Treasury Comprehensive Shareholders' Noncontrolling Shareholders'
except share amounts) Outstanding Stock Capital Earnings Stock Income/(Loss) Equity Interests Equity Outstanding Stock Capital Earnings Stock Income/(Loss) Equity Interests Equity
                                    
Net income 
 $
 $
 $52,075
 $
 $
 $52,075
 $6,407
 $58,482
Net income/(loss) 
 $
 $
 $(61,939) $
 $
 $(61,939) $2,387
 $(59,552)
Dividends 
 
 
 (18,979) 
 
 (18,979) 
 (18,979)
Amortization/issuance of restricted stock 
 
 43,237
 
 
 
 43,237
 
 43,237
 
 
 37,250
 
 
 
 37,250
 
 37,250
Repurchase of common stock through share repurchase program (2,459,400) 
 
 
 (118,464) 
 (118,464) 
 (118,464) (36,936) 
 
 
 (2,498) 
 (2,498) 
 (2,498)
Issuance of treasury shares for options exercised 50,671
 
 96
 
 1,760
 
 1,856
 
 1,856
 26,149
 
 662
 
 1,041
 
 1,703
 
 1,703
Issuance of treasury shares for restricted stock vestings 734,080
 
 (26,752) 
 26,752
 
 
 
 
 841,178
 
 (35,077) 
 35,077
 
 
 
 
Repurchase of common stock for employee tax withholding (281,180) 
 
 
 (14,461) 
 (14,461) 
 (14,461) (314,542) 
 
 
 (22,983) 
 (22,983) 
 (22,983)
Shares reserved to meet deferred compensation obligations 1,425
 
 70
 
 
 
 70
 
 70
Other comprehensive loss 
 
 
 
 
 (566) (566) 
 (566)
Fund capital withdrawals, net 
 
 
 
 
 
 
 (106,794) (106,794)
Balance at December 31, 2015 13,311,016
 $195
 $752,066
 $279,140
 $(247,553) $(189) $783,659
 $49,161
 $832,820
Shares reserved/issued for director compensation 3,330
 
 208
 
 
 
 208
 
 208
Other comprehensive income 
 
 
 
 
 1,320
 1,320
 
 1,320
Fund capital distributions, net 
 
 
 
 
 
 
 (11,500) (11,500)
Balance at December 31, 2017 12,911,149
 $195
 $791,970
 $176,270
 $(273,824) $(1,279) $693,332
 $47,903
 $741,235

See Notes to the Consolidated Financial Statements

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Piper Jaffray Companies
Consolidated Statements of Cash Flows

 Year Ended December 31,
(Dollars in thousands)2015 2014 2013
Operating Activities:     
Net income$58,482
 $74,325
 $50,484
Adjustments to reconcile net income to net cash provided by/(used in) operating activities:     
Depreciation and amortization of fixed assets5,058
 5,269
 5,714
Deferred income taxes(20,959) (10,843) (2,630)
Loss on sale of FAMCO
 
 1,876
Stock-based and deferred compensation48,754
 28,764
 21,598
Amortization of intangible assets7,662
 9,272
 7,993
Amortization of forgivable loans6,377
 5,316
 6,300
Decrease/(increase) in operating assets:     
Cash and cash equivalents segregated for regulatory purposes(56,011) 18,001
 (12,005)
Receivables:     
Customers(31,509) 1,975
 2,162
Brokers, dealers and clearing organizations13,060
 (33,896) 21,004
Securities purchased under agreements to resell171,182
 (140,290) (22,442)
Net financial instruments and other inventory positions owned126,458
 (27,042) 4,685
Investments(37,021) (14,797) (26,271)
Other assets2,065
 3,785
 (3,727)
Increase/(decrease) in operating liabilities:     
Payables:     
Customers24,036
 (19,781) (8,898)
Brokers, dealers and clearing organizations22,567
 (2,158) (33,559)
Securities sold under agreements to repurchase18,050
 
 
Accrued compensation2,178
 67,247
 32,233
Other liabilities and accrued expenses19,095
 (15,216) (2,354)
      
Net cash provided by/(used in) operating activities379,524
 (50,069) 42,163
      
Investing Activities:     
Business acquisitions, net of cash acquired(11,739) 
 (24,726)
Repayment of FAMCO note1,500
 2,000
 250
Purchases of fixed assets, net(5,914) (7,387) (5,476)
      
Net cash used in investing activities(16,153) (5,387) (29,952)
      
Continued on next page

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Table of Contents
 Year Ended December 31,
(Dollars in thousands)2017 2016 2015
Operating Activities:     
Net income/(loss)$(59,552) $(13,746) $58,482
Adjustments to reconcile net income/(loss) to net cash provided by operating activities:     
Depreciation and amortization of fixed assets7,252
 6,410
 5,058
Deferred income taxes(3,372) (31,023) (20,959)
Stock-based compensation39,831
 55,977
 48,754
Goodwill impairment114,363
 82,900
 
Amortization of intangible assets15,400
 21,214
 7,662
Amortization of forgivable loans6,740
 8,785
 6,377
Decrease/(increase) in operating assets:     
Cash and cash equivalents segregated for regulatory purposes29,015
 52,007
 (56,011)
Receivables:     
Customers31,917
 9,272
 (31,509)
Brokers, dealers and clearing organizations67,336
 (64,781) 13,060
Securities purchased under agreements to resell159,697
 (24,591) 171,182
Net financial instruments and other inventory positions owned(224,536) (7,835) 126,458
Investments(8,155) (10,881) (38,558)
Other assets6,467
 (20,992) 3,602
Increase/(decrease) in operating liabilities:     
Payables:     
Customers(29,352) (8,012) 24,036
Brokers, dealers and clearing organizations(21,450) (7,289) 22,567
Securities sold under agreements to repurchase(15,046) (1,127) 18,050
Accrued compensation109,108
 30,396
 2,178
Other liabilities and accrued expenses6,456
 (27,902) 19,095
      
Net cash provided by operating activities232,119
 48,782
 379,524
      
Investing Activities:     
Business acquisitions, net of cash acquired
 (72,709) (11,739)
Repayment of note receivable
 
 1,500
Purchases of fixed assets, net(8,097) (11,017) (5,914)
      
Net cash used in investing activities(8,097) (83,726) (16,153)
      
Continued on next page

Piper Jaffray Companies
Consolidated Statements of Cash Flows – Continued

Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2015 2014 20132017 2016 2015
Financing Activities:          
Increase/(decrease) in short-term financing$68,423
 $(136,944) $37,697
$(128,895) $(27,358) $68,423
Issuance of senior notes125,000
 50,000
 

 
 125,000
Repayment of senior notes(75,000) (50,000) 
(50,000) 
 (75,000)
Increase/(decrease) in securities sold under agreements to repurchase(75,377) 98,249
 (45,603)
Decrease in securities sold under agreements to repurchase
 (27,269) (75,377)
Payment of cash dividend(18,947) 
 
Increase/(decrease) in noncontrolling interests(106,794) (9,001) 85,119
(11,500) 9,064
 (106,794)
Repurchase of common stock(132,925) (10,854) (71,462)(25,481) (70,859) (132,925)
Excess tax benefit from stock-based compensation5,858
 1,081
 47

 304
 5,858
Proceeds from stock option exercises1,856
 5,452
 
1,703
 4,557
 1,856
          
Net cash provided by/(used in) financing activities(188,959) (52,017) 5,798
Net cash used in financing activities(233,120) (111,561) (188,959)
          
Currency adjustment:          
Effect of exchange rate changes on cash(369) (343) 303
1,532
 (2,046) (369)
          
Net increase/(decrease) in cash and cash equivalents174,043
 (107,816) 18,312
(7,566) (148,551) 174,043
          
Cash and cash equivalents at beginning of year15,867
 123,683
 105,371
41,359
 189,910
 15,867
          
Cash and cash equivalents at end of year$189,910
 $15,867
 $123,683
$33,793
 $41,359
 $189,910
          
Supplemental disclosure of cash flow information –          
Cash paid during the year for:          
Interest$24,668
 $25,345
 $23,487
$19,917
 $23,171
 $24,668
Income taxes$31,950
 $58,599
 $745
$31,895
 $27,298
 $31,950
     
Non-cash financing activities –     
Issuance of common stock for retirement plan obligations:     
103,598 shares and 96,049 shares for the years ended December 31, 2014 and 2013, respectively$
 $4,156
 $3,939
     
Issuance of restricted common stock for annual equity award:     
550,650 shares, 402,074 shares and 431,582 shares for the years ended December 31, 2015, 2014 and 2013, respectively$30,429
 $16,131
 $17,699

See Notes to the Consolidated Financial Statements

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Piper Jaffray Companies
Notes to the Consolidated Financial Statements



Note 1 Organization and Basis of Presentation

Organization

Piper Jaffray Companies is the parent company of Piper Jaffray & Co. (“("Piper Jaffray”Jaffray"), a securities broker dealer and investment banking firm; Piper Jaffray Ltd., a firm providing securities brokerage and mergers and acquisitions services in Europe headquartered in London, England;Europe; Advisory Research, Inc. (“ARI”("ARI"), which provides asset management services to separately managed accounts, closed-end and open-end funds and partnerships; Piper Jaffray Investment Group Inc., and PJC Capital Management LLC, which consistsconsist of entities providing alternative asset management services; Piper Jaffray Financial Products Inc., and Piper Jaffray Financial Products II Inc. and Piper Jaffray Financial Products III Inc., entities that facilitate derivative transactions; and other immaterial subsidiaries.

Effective August 7, 2017, Piper Jaffray transitioned from a self clearing securities broker dealer to a fully disclosed clearing model. Pershing LLC ("Pershing") is Piper Jaffray's clearing broker dealer responsible for the clearance and settlement of firm and customer cash and security transactions.

Piper Jaffray Companies and its subsidiaries (collectively, the “Company”"Company") operate in two reporting segments: Capital Markets and Asset Management. A summary of the activities of each of the Company’sCompany's business segments is as follows:

Capital Markets

The Capital Markets segment provides investment banking services and institutional sales, trading and research services. Investment banking services include management of and participation in underwritings, financial advisory services and investment banking services.public finance activities. Revenues are generated through the receipt of advisory and financing fees. Institutional sales, trading and research services focus on the trading of equity and fixed income products with institutions, government and non-profit entities. Revenues are generated through commissions and sales credits earned on equity and fixed income institutional sales activities, net interest revenues on trading securities held in inventory, and profits and losses from trading these securities. Investment banking services include management of and participation in underwritings, merger and acquisition services and public finance activities. Revenues are generated through the receipt of advisory and financing fees. Also, the Company generates revenue through strategic trading and investing activities, which focus on investments in municipal bonds, mortgage-backed securities, U.S. government agency securities, and merchant banking activities involving equity or debt investments in late stage private companies. The Company has created alternative asset management funds in merchant banking, energy and senior living in order to invest firm capital and to manage capital from outside investors. The Company receives management and performance fees for managing these funds.

As discussed in Note 5, the Company discontinued its Hong Kong capital markets business in 2012.

Asset Management

The Asset Management segment provides traditional asset management services with product offerings in equity securities and master limited partnerships to institutions and individuals. Revenues are generated in the form of management and performance fees. Revenues are also generated through investments in the partnerships and funds that the Company manages.

As discussed in Note 5, Fiduciary Asset Management, LLC (“FAMCO”) was sold in 2013.

Basis of Presentation

The accompanying consolidated financial statements have been prepared in accordance with U.S. generally accepted accounting principles (“("U.S. GAAP”GAAP") and include the accounts of Piper Jaffray Companies, its wholly owned subsidiaries, and all other entities in which the Company has a controlling financial interest. Noncontrolling interests represent equity interests in consolidated entities that are not attributable, either directly or indirectly, to Piper Jaffray Companies. Noncontrolling interests include the minority equity holders’holders' proportionate share of the equity in a municipal bond fund, merchant banking fund and private equity investment vehicles.the Company's alternative asset management funds. All material intercompany balances have been eliminated.

The preparation of financial statements and related disclosures in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Although these estimates and assumptions are based on the best information available, actual results could differ from those estimates.


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Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Note 2 Summary of Significant Accounting Policies

Principles of Consolidation

The Company consolidates entities in which it has a controlling financial interest. The Company determines whether it has a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity or a variable interest entity (“VIE”("VIE"). or a voting interest entity.

Voting interest entitiesVIEs are entities in which (i) the total equity investment at risk is not sufficient to enable eachthe entity to finance itselfits activities independently andor (ii) the at-risk equity holders do not have the obligation to absorb losses, the right to receive residual returns and the right or power to make decisions about or direct the entity’s activities that most significantly impact the entity’s economic performance. Financial Accounting Standards Board (“FASB”) Accounting Standards Codification Topic 810, “Consolidations,” (“ASC 810”) states that the usual condition fornormal characteristics of a controlling financial interest in a voting interest entity is ownership of a majority voting interest. Accordingly, the Company consolidates voting interest entities in which it has all, or a majority of, the voting interests.

VIEs are entities that lack one or more of the characteristics of a voting interest entity. With the exception of entities eligible for the deferral codified in FASB Accounting Standards Update (“ASU”) No. 2010-10, “Consolidation: Amendments for Certain Investment Funds,” (“ASU 2010-10”) (generally asset managers and investment companies), ASC 810 states that aA controlling financial interest in a VIE is present when an enterprise has one or more variable interests that have both (i) the power to direct the activities of the VIE that most significantly impact the VIE’sVIE's economic performance and (ii) the obligation to absorb losses of the entityVIE or the rightsright to receive benefits from the VIE that could potentially be significant to the VIE. Accordingly, the Company consolidates VIEs in which the Company has a controlling financial interest.

Entities meeting the deferral provision defined by ASU 2010-10 are evaluated under the historical VIE guidance. Under the historical guidance, a controlling financial interest in an entity is present when an enterprise has one or more variable interests that will absorb a majority of the entity’s expected losses, receive a majority of the entity’s expected residual returns, or both. The enterprise with a controlling financial interest is the primary beneficiary and consolidates the VIE. Accordingly,

Voting interest entities lack one or more of the Company consolidates VIEs subject to the deferral provisions defined by ASU 2010-10 in which the Companycharacteristics of a VIE. The usual condition for a controlling financial interest is deemed to be the primary beneficiary.ownership of a majority voting interest for a corporation or a majority of kick-out or participating rights for a limited partnership.

When the Company does not have a controlling financial interest in an entity but exerts significant influence over the entity’sentity's operating and financial policies (generally defined as owning a voting or economic interest of between 20 percent to 50 percent), the Company's investment is accounted for under the equity method of accounting. The Company accounts for certain investments in partnerships under the equity method of accounting. If the Company does not have a controlling financial interest in, or exert significant influence over, an entity, the Company accounts for its investment at fair value, if the fair value option was elected, or at cost.

Cash and Cash Equivalents

Cash and cash equivalents consist of cash and highly liquid investments with maturities of 90 days or less at the date of origination.

In accordance withPiper Jaffray is a registered broker dealer subject to Rule 15c3-3 of the Securities Exchange Act of 1934, Piper Jaffray, as a registeredwhich requires broker dealerdealers carrying customer accounts is subject to requirements related to maintainingmaintain cash or qualified securities in a segregated reserve account for the exclusive benefit of its customers. Subsequent to transitioning to a fully disclosed clearing model in 2017, Piper Jaffray no longer carries customer accounts and is no longer subject to Rule 15c3-3.

Customer Transactions

As discussed in Note 1, Piper Jaffray transitioned from a self clearing securities broker dealer to a fully disclosed clearing model in 2017. Pershing is Piper Jaffray's clearing broker dealer responsible for the clearance and settlement of firm and customer cash and security transactions.

Customer securities transactions are recorded on a settlement date basis, while the related revenues and expenses are recorded on a trade-date basis. CustomerPrior to transitioning to Pershing, customer receivables and payables includeincluded amounts related to both customer cash and margin transactions.transactions clearing through Piper Jaffray. Securities owned by customers, including those that collateralize margin or other similar transactions, are not reflected on the consolidated statements of financial condition.

Receivables from and Payables to Brokers, Dealers and Clearing Organizations

Effective August 7, 2017, Pershing is responsible for the clearance and settlement of firm and customer cash and security transactions.

Receivables from brokers, dealers and clearing organizations include receivables arising from unsettled securities transactions, deposits paid for securities borrowed, receivables from clearing organizations, deposits with clearing organizations and amounts receivable for securities not delivered to the purchaser by the settlement date (“("securities failed to deliver”deliver"). Payables to brokers,

70

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


dealers and clearing organizations include payables arising from unsettled securities transactions, payables to clearing organizations and amounts payable for securities not received from a seller by the settlement date (“("securities failed to receive”receive"). Unsettled securities transactions related to the Company's broker dealer operations are recorded at contract value on a net basis. Unsettled securities transactions related to the Company's consolidated municipal bond fund are recorded on a gross basis.
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Collateralized Securities Transactions

SecuritiesSubsequent to transitioning to a fully disclosed clearing model on August 7, 2017, the Company no longer enters into securities purchased under agreements to resell, securities sold under agreements to repurchase, and securities borrowed and loaned transactions.

Prior to August 7, 2017, securities purchased under agreements to resell and securities sold under agreements to repurchase arewere carried at the contractual amounts at which the securities willwould be subsequently resold or repurchased, including accrued interest. It iswas the Company’sCompany's policy to take possession or control of securities purchased under agreements to resell at the time these agreements arewere entered into. The counterparties to these agreements were typically are primary dealers of U.S. government securities and major financial institutions. Collateral iswas valued daily, and additional collateral iswas obtained from or refunded to counterparties when appropriate.

Securities borrowed and loaned resultresulted from transactions with other broker dealers or financial institutions and arewere recorded at the amount of cash collateral advanced or received. TheseAs of December 31, 2016, these amounts are included in receivables from and payables to brokers, dealers and clearing organizations on the consolidated statements of financial condition. Securities borrowed transactions requirerequired the Company to deposit cash or other collateral with the lender. Securities loaned transactions requirerequired the borrower to deposit cash with the Company. The Company monitorsmonitored the market value of securities borrowed and loaned on a daily basis, with additional collateral obtained or refunded as necessary.

Interest iswas accrued on securities borrowed and loaned transactions and is included in (i) other assets or other liabilities and accrued expenses on the consolidated statements of financial condition and (ii) the respective interest income or interest expense amounts on the consolidated statements of operations.

Fair Value of Financial Instruments

Financial instruments and other inventory positions owned and financial instruments and other inventory positions sold, but not yet purchased on the consolidated statements of financial condition consist of financial instruments (including securities with extended settlements and derivative contracts) recorded at fair value. Unrealized gains and losses related to these financial instruments are reflected on the consolidated statements of operations. Securities (both long and short), including securities with extended settlements, are recognized on a trade-date basis. Additionally, certain of the Company’sCompany's investments on the consolidated statements of financial condition are recorded at fair value, either as required by accounting guidance or through the fair value election.

Fair Value Measurement Definition and HierarchyFASBFinancial Accounting Standards Board ("FASB") Accounting Standards Codification Topic 820, “Fair"Fair Value Measurement,” (“" ("ASC 820”820") defines fair value as the amount at which an instrument could be exchanged in an orderly transaction between market participants at the measurement date (the exit price). ASC 820 establishes a fair value hierarchy based on the inputs used to measure fair value. The fair value hierarchy maximizes the use of observable inputs and minimizes the use of unobservable inputs by requiring that the observable inputs be used when available. Observable inputs are inputs that market participants would use in pricing the asset or liability based on market data obtained from independent sources. Unobservable inputs reflect management’smanagement's assumptions that market participants would use in pricing the asset or liability developed based on the best information available in the circumstances. The hierarchy is broken down into three levels based on the observability of inputs as follows:

Level I – Quoted prices (unadjusted) are available in active markets for identical assets or liabilities as of the report date. A quoted price for an identical asset or liability in an active market provides the most reliable fair value measurement because it is directly observable to the market.

Level II – Pricing inputs are other than quoted prices in active markets, which are either directly or indirectly observable as of the report date. The nature of these financial instruments include instruments for which quoted prices are available but traded less frequently, instruments whose fair value have been derived using a model where inputs to the model are directly observable in the market, or can be derived principally from or corroborated by observable market data, and instruments that are fair valued using other financial instruments, the parameters of which can be directly observed.


71

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Level III – Instruments that have little to no pricing observability as of the report date. These financial instruments are measured using management’smanagement's best estimate of fair value, where the inputs into the determination of fair value require significant management judgment or estimation.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Valuation of Financial Instruments – Based on the nature of the Company’sCompany's business and its role as a “dealer”"dealer" in the securities industry or its role as a manager of alternative asset management funds, the fair values of its financial instruments are determined internally. When available, the Company values financial instruments at observable market prices, observable market parameters, or broker or dealer prices (bid and ask prices). In the case of financial instruments transacted on recognized exchanges, the observable market prices represent quotations for completed transactions from the exchange on which the financial instrument is principally traded.

A substantial percentage of the fair value of the Company’sCompany's financial instruments and other inventory positions owned and financial instruments and other inventory positions sold, but not yet purchased, are based on observable market prices, observable market parameters, or derived from broker or dealer prices. The availability of observable market prices and pricing parameters can vary from product to product. Where available, observable market prices and pricing or market parameters in a product may be used to derive a price without requiring significant judgment. In certain markets, observable market prices or market parameters are not available for all products, and fair value is determined using techniques appropriate for each particular product. These techniques involve some degree of judgment. Results from valuation models and other techniques in one period may not be indicative of future period fair value measurement.

For investments in illiquid or privately held securities that do not have readily determinable fair values, the determination of fair value requires the Company to estimate the value of the securities using the best information available. Among the factors considered by the Company in determining the fair value of such financial instruments are the cost, terms and liquidity of the investment, the financial condition and operating results of the issuer, the quoted market price of publicly traded securities with similar quality and yield, and other factors generally pertinent to the valuation of investments. In instances where a security is subject to transfer restrictions, the value of the security is based primarily on the quoted price of a similar security without restriction but may be reduced by an amount estimated to reflect such restrictions. In addition, even where the Company derives the value of a security based on information from an independent source, certain assumptions may be required to determine the security’ssecurity's fair value. For instance, the Company assumes that the size of positions in securities that the Company holds would not be large enough to affect the quoted price of the securities if the firm sells them, and that any such sale would happen in an orderly manner. The actual value realized upon disposition could be different from the currently estimated fair value.

Fixed Assets

Fixed assets include furniture and equipment, software and leasehold improvements. Furniture and equipment and software are depreciated using the straight-line method over estimated useful lives of three to ten years. Leasehold improvements are amortized over their estimated useful lifeten years or the life of the lease, whichever is shorter. The Company capitalizes certain costs incurred in connection with internal use software projects and amortizes the amount over the expected useful life of the asset, generally three to seven years.

Leases

The Company leases its corporate headquarters and other offices under various non-cancelable leases. The leases require payment of real estate taxes, insurance and common area maintenance, in addition to rent. The terms of the Company’sCompany's lease agreements generally range up to twelve years. Some of the leases contain renewal options, escalation clauses, rent-free holidays and operating cost adjustments.

For leases that contain escalation clauses or rent-free holidays, the Company recognizes the related rent expense on a straight-line basis from the date the Company takes possession of the property to the end of the initial lease term. The Company records any difference between the straight-line rent amounts and amounts payable under the leases as part of other liabilities and accrued expenses.

Cash or lease incentives received upon entering into certain leases are recognized on a straight-line basis as a reduction of rent expense from the date the Company takes possession of the property or receives the cash to the end of the initial lease term. The Company records the unamortized portion of lease incentives as part of other liabilities and accrued expenses.


72

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Goodwill and Intangible Assets

Goodwill represents the fair value of the consideration transferred in excess of the fair value of identifiable net assets at the acquisition date. The recoverability of goodwill is evaluated annually, at a minimum, or on an interim basis if circumstances indicate a possible inability to realize the carrying amount. See Note 1413 for additional information on the Company's goodwill impairment testing.

Intangible assets with determinable lives consist of customer relationships, the Simmons & Company International trade name, and non-competition agreements that are amortized over their original estimated useful lives ranging from one to ten years. The pattern of amortization reflects the timing of the realization of the economic benefits of such intangible assets. Indefinite-life intangible assets consist of the ARI trade name. It is not amortized and is evaluated annually, at a minimum, or on an interim basis if events or circumstances indicate a possible inability to realize the carrying amount.

Investments

The Company’sCompany's investments include equity investments in private companies and partnerships, investments in registered mutual funds, warrants of public and private companies and private company debt. Equity investments in private companies are accounted for at fair value, as required by accounting guidance or if the fair value option was elected, or at cost. Investments in partnerships are accounted for under the equity method, which is generally the net asset value.value, or at cost. Registered mutual funds are accounted for at fair value. Company-owned warrants with a cashless exercise option are valued at fair value, while warrants without a cashless exercise option are valued at cost.value. Private company debt investments are recorded at fair value, as required by accounting guidance, or at amortized cost, net of any unamortized premium or discount.

Other Assets

Other assets include net deferred income tax assets, receivables and prepaid expenses. Receivables include fee receivables, accrued interest, secured loan receivables, and loans made to employees, typically in connection with their recruitment. Employee loans are forgiven based on continued employment and are amortized to compensation and benefits expense using the straight-line method over the respective terms of the loans, which generally range from two to five years.

Revenue Recognition

Investment Banking – Investment banking revenues, which include underwriting and advisory fees, are recorded when services for the transactions are completed under the terms of each engagement. Expenses associated with such transactions are deferred until the related revenue is recognized or the engagement is otherwise concluded. Investment banking revenues are presented net of related unreimbursed expenses for completed deals. Expenses related to investment banking deals not completed are recognized as non-interest expenses on the consolidated statements of operations.

Institutional Brokerage – Institutional brokerage revenues include (i) commissions received from customers for the execution of brokerage transactions in listed and over-the-counter (OTC) equity, fixed income and convertible debt securities, which are recorded on a trade-date basis, (ii) trading gains and losses and (iii) fees received by the Company for equity research. The Company permits institutional customers to allocate a portion of their gross commissions to pay for research products and other services provided by third parties. The amounts allocated for those purposes are commonly referred to as soft dollar arrangements. As the Company is not the primary obligor for these arrangements, expenses relating to soft dollars are netted against commission revenues and included in other liabilities and accrued expenses on the consolidated statements of financial condition.

Asset Management – Asset management fees include revenues the Company receives in connection with management and investment advisory services performed for separately managed accounts and various funds and partnerships. These fees are recognized in the period in which services are provided. Fees are defined in client contracts as either fixed or based on a percentage of portfolio assets under management and may include performance fees. Performance fees are earned when the investment return on assets under management exceeds certain benchmark targets or other performance targets over a specified measurement period (monthly, quarterly or annually). Performance fees, if earned, are generally recognized at the end of the specified measurement period, typically the fourth quarter of the applicable year, or upon client liquidation. Performance fees are recognized as of each reporting date for certain consolidated entities.


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Notes to the Consolidated Financial Statements – Continued


Interest Revenue and Expense – The Company nets interest expense within net revenues to mitigate the effects of fluctuations in interest rates on the Company’sCompany's consolidated statements of operations. The Company recognizes contractual interest on financial instruments owned and financial instruments sold, but not yet purchased (excluding derivative instruments), on an accrual basis as a component of interest revenue and expense. The Company accounts for interest related to its short-term financing and its senior notes on an accrual basis with related interest recorded as interest expense. In addition, the Company recognizes interest revenue related to its securities borrowed and securities purchased under agreements to resell activities and interest expense related to its securities loaned and securities sold under agreements to repurchase activities on an accrual basis. Subsequent to transitioning to a fully disclosed clearing model, the Company no longer engages in securities purchased under agreements to resell, securities sold under agreements to repurchase, securities borrowed and securities loaned activities.

Investment Income – Investment income includes realized and unrealized gains and losses from the Company's merchant banking, energy, senior living and other firm investments.

Stock-based Compensation

FASB Accounting Standards Codification Topic 718, “Compensation —"Compensation – Stock Compensation,” (“" ("ASC 718”718") requires all stock-based compensation to be expensed on the consolidated statements of operations based on the grant date fair value of the award. Compensation expense related to stock-based awards that do not require future service are recognized in the year in which the awards were deemed to be earned. Stock-based awards that require future service are amortized over the relevant service period netperiod. Forfeitures of estimated forfeitures.awards with service conditions are accounted for when they occur. See Note 2221 for additional information on the Company's accounting for stock-based compensation.

Income Taxes

The Company files a consolidated U.S. federal income tax return, which includes all of its qualifying subsidiaries. The Company is also subject to income tax in various states and municipalities and those foreign jurisdictions in which we operate. Income taxes are provided for using the asset and liability method. Deferred tax assets and liabilities are recognized for the expected future tax consequences attributable to temporary differences between amounts reported for income tax purposes and financial statement purposes, using enacted tax rates expected to apply to taxable income in the years in which those temporary differences are expected to be recovered or settled. The realization of deferred tax assets is assessed and a valuation allowance is recognized to the extent that it is more likely than not that any portion of a deferred tax asset will not be realized. Tax reserves for uncertain tax positions are recorded in accordance with FASB Accounting Standards Codification Topic 740, “Income Taxes” (“"Income Taxes" ("ASC 740”740").

Earnings Per Share

Basic earnings per common share is computed by dividing net income/(loss) applicable to common shareholders by the weighted average number of common shares outstanding for the period. Net income/(loss) applicable to common shareholders represents net income/(loss) reduced by the allocation of earnings to participating securities. LossesNo allocation of undistributed earnings is made for periods in which a loss is incurred. Distributed earnings (e.g., dividends) are not allocated to participating securities. Diluted earnings per common share is calculated by adjusting the weighted average outstanding shares to assume conversion of all potentially dilutive stock options.options and restricted stock units.

Unvested stock-based payment awards that contain nonforfeitable rights to dividends or dividend equivalents (whether paid or unpaid) are participating securities and are included in the earnings allocation in the earnings per share calculation under the two-class method. The Company grants restricted stock and restricted stock units as part of its stock-based compensation program. Recipients of restricted stock are entitled to receive nonforfeitable dividends during the vesting period, and therefore meet the definition of a participating security. The Company's unvested restricted stock units are not participating securities as recipients are not eligible to receive nonforfeitable dividends.dividends, or the dividends are forfeitable until vested. Forfeitable dividends are accrued and recorded as a payable until shares vest.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Foreign Currency Translation

The Company consolidates foreign subsidiaries which have designated their local currency as their functional currency. Assets and liabilities of these foreign subsidiaries are translated at year-endperiod-end rates of exchange. The gains or losses resulting from translating foreign currency financial statements are included in other comprehensive income.income/(loss). Gains or losses resulting from foreign currency transactions are included in net income.income/(loss).


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Notes to the Consolidated Financial Statements – Continued


Contingencies

The Company is involved in various pending and potential legal proceedings related to its business, including litigation, arbitration and regulatory proceedings. The Company establishes reserves for potential losses to the extent that claims are probable of loss and the amount of the loss can be reasonably estimated. The determination of the outcome and reserve amounts requires significant judgment on the part of management.

Note 3 Recent Accounting Pronouncements and Other Guidance

Guidance for Accounting Impacts of the Tax Cuts and Jobs Act

In December 2017, the Securities and Exchange Commission issued Staff Accounting Bulletin No. 118, "Income Tax Accounting Implications of the Tax Cuts and Jobs Act" ("SAB 118"). SAB 118 provides guidance on the application of ASC 740 as it pertains to the Tax Cuts and Jobs Act (the "Tax Reform Act"). Under SAB 118, if a company's accounting for certain income tax effects of the Tax Reform Act is incomplete but a reasonable estimate for those effects can be determined, then the reasonable estimate should be reported as a provisional amount in the company's financial statements. The provisional amount would be subject to adjustment during a measurement period until the accounting under ASC 740 is complete. The measurement period would be limited to one year from the enactment date of December 22, 2017. SAB 118 also requires disclosures about the material financial reporting impacts of the Tax Reform Act for which accounting under ASC 740 is incomplete. See Note 25 for additional information on the Company's income taxes and the related impacts of the Tax Reform Act on its consolidated financial statements for the year ended December 31, 2017.

Adoption of New Accounting Standards

Stock-Based Compensation

In March 2016, the FASB issued Accounting Standard Update ("ASU") No. 2016-09, "Compensation – Stock Compensation (Topic 718): Improvements to Employee Share-Based Payment Accounting" ("ASU 2016-09"). ASU 2016-09 made targeted amendments to the accounting for share-based payments to employees. It became effective for the Company as of January 1, 2017. There was no impact to the Company's retained earnings upon adoption of ASU 2016-09.

Under ASU 2016-09, the Company recognizes the income tax effects of stock awards in the income statement when the awards vest or are settled. For the year ended December 31, 2017, this accounting change resulted in the recording of a $9.2 million tax benefit for stock awards vesting during the period. Prior to the adoption of this ASU, this amount would have been recorded directly to additional paid-in capital. In addition, the Company has elected to account for forfeitures of awards with service conditions as they occur. This will result in dividends originally charged against retained earnings for forfeited, unvested stock-based payment awards to be reclassified to compensation expense in the period in which the forfeiture occurs. Furthermore, tax impacts from the vesting of stock-based compensation are presented as an operating activity on the consolidated statements of cash flows on a prospective basis.

Goodwill Impairment

In January 2017, the FASB issued ASU No. 2017-04, "Intangibles – Goodwill and Other (Topic 350): Simplifying the Test for Goodwill Impairment" ("ASU 2017-04"). ASU 2017-04 eliminates the requirement to calculate the implied fair value of goodwill (i.e., perform a hypothetical purchase price allocation) to measure a goodwill impairment charge. Instead, entities will record an impairment charge based on the excess of a reporting unit's carrying amount over its fair value. The Company early adopted ASU 2017-04 effective July 1, 2017 on a prospective basis.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Future Adoption of New Applicable Accounting Standards

Revenue Recognition

In May 2014, the FASB issued ASU No. 2014-09, "Revenue from Contracts with Customers (Topic 606)," ("ASU 2014-09"), which supersedes current revenue recognition guidance, including most industry-specific guidance. ASU 2014-09, as amended, requires a company to recognize revenue when it transfers promised goods or services to customers in an amount that reflects the consideration to which the company expects to be entitled in exchange for those goods and services, and also requires additional disclosures regarding the nature, amount, timing and uncertainty of revenue that is recognized. The guidance, as stated in ASU 2014-09, is effective for annual and interim periods beginning after December 15, 2016. In August 2015, the FASB issued ASU No. 2015-14, "Revenue from Contracts with Customers (Topic 606): Deferral of the Effective Date," which defers the effective date by one year, with early adoption on the original effective date permitted. enhanced disclosures.

The Company is evaluatinghas identified its revenues and costs that are within the impactscope of the new guidanceguidance. The current broker dealer industry treatment of netting deal expenses with investment banking revenues will change under the new guidance. As a result of adopting ASU 2014-09, the Company will generally present deal expenses on a gross basis on the consolidated statements of operations, rather than the current presentation of netting deal expenses incurred for completed investment banking deals within revenues. This change will not impact earnings, however, the Company will report higher revenues and higher non-compensation expenses. Based on historical experience, the Company expects $20.0 million to $25.0 million of annual deal-related expenses. In addition, the Company expects to defer the recognition of performance fees on its consolidated financial statements.merchant banking, energy and senior living alternative asset management funds until such fees are no longer subject to reversal, which will cause a delay in the recognition of these fees as revenue. The Company anticipates that its current methods of recognizing investment banking revenues will not be significantly impacted by the new guidance.

Consolidation

In February 2015,The Company will adopt this guidance effective as of January 1, 2018 under the FASB issued ASU No. 2015-02, "Consolidation (Topic 810): Amendmentsmodified retrospective method, in which the cumulative effect of applying the standard will be recognized at the date of initial application. As of December 31, 2017, the estimated cumulative effect that the Company will recognize is a decrease to the Consolidation Analysis" ("ASU 2015-02"). ASU 2015-02 makes several modifications to the consolidation guidance for VIEs and general partners' investments in limited partnerships, as well as modifications to the evaluation of whether limited partnerships are VIEs or voting interest entities. It is effective for annual and interim periods beginning after December 15, 2015. Early adoption is permitted. Theretained earnings upon adoption of ASU 2015-02 will result in the deconsolidationapproximately $3.0 million, net of certain investment partnerships with assets of approximately $9.4 million.tax.

Recognition and Measurement of Financial Assets and Financial Liabilities

In January 2016, the FASB issued ASU No. 2016-01, "Financial Instruments - Overall (Subtopic 825-10): Recognition and Measurement of Financial Assets and Financial Liabilities" ("ASU 2016-01"). The amendments in ASU 2016-01 address certain aspects of the recognition, measurement, presentation and disclosure of financial instruments. ASU 2016-01 is effective for annual and interim periods beginning after December 15, 2017. Except for the early application guidance outlined in ASU 2016-01, early adoption is not permitted. The adoption of ASU 2016-01 will not have a material impact on the Company's results of operations, financial position or disclosures.

Leases

In February 2016, the FASB issued ASU No. 2016-02, "Leases (Topic 842)" ("ASU 2016-02"). ASU 2016-02 requires lessees to recognize a right-of-use asset and lease liability on the consolidated statements of financial position and disclose key information about leasing arrangements. The recognition, measurement and presentation of expenses and cash flows arising from a lease by a lessee have not significantly changed from current U.S. GAAP. ASU 2016-02 is effective for annual and interim periods beginning after December 15, 2018. As of December 31, 2017, the Company had approximately 65 operating leases for office space with aggregate minimum lease commitments of $68.9 million. Upon adoption, this lease commitment will be reflected on the statement of financial condition as a right-of-use asset and a lease commitment liability. The Company is evaluating other service contracts which may include embedded leases, however, the Company does not expect these to be material. Upon adoption of ASU 2016-02, the Company does not expect material changes to the recognition of rent expense in its consolidated statements of operations. The impact of the new guidance on Piper Jaffray's net capital is expected to be minimal.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Financial Instruments Credit Losses

In June 2016, the FASB issued ASU No. 2016-13, "Financial Instruments – Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments" ("ASU 2016-13"). The new guidance requires an entity to measure all expected credit losses for financial assets held at the reporting date based on historical experience, current conditions, and reasonable and supportable forecasts as opposed to delaying recognition until the loss was probable of occurring. ASU 2016-13 is effective for annual and interim periods beginning after December 15, 2019. Early adoption is permitted for annual and interim periods beginning after December 15, 2018. The Company does not expect the adoption of ASU 2016-13 to have a material impact on its consolidated financial statements.

Statement of Cash Flows

In August 2016, the FASB issued ASU No. 2016-15, "Statement of Cash Flows (Topic 230): Classification of Certain Cash Receipts and Cash Payments" ("ASU 2016-15"). ASU 2016-15 clarifies how entities should classify certain cash receipts and cash payments on the statement of cash flows. The amendments in ASU 2016-15 are effective for annual and interim periods beginning after December 31, 2017 and should be applied retrospectively. The Company expects that only a limited number of amendments will impact the presentation of its consolidated statements of cash flows.

In November 2016, the FASB issued ASU No. 2016-18, "Statement of Cash Flows (Topic 230): Restricted Cash" ("ASU 2016-18"). Under ASU 2016-18, restricted cash will be included with cash and cash equivalents when reconciling the beginning-of-period and end-of-period amounts shown on the consolidated statements of cash flows. ASU 2016-18 is effective for annual and interim periods beginning after December 15, 2017 and will be applied retrospectively.

Note 4 AcquisitionsAcquisition of Simmons & Company International

On February 26, 2016, the Company completed the acquisition of Simmons & Company International ("Simmons"), an employee-owned investment bank and broker dealer focused on the energy industry. The economic value of the acquisition was approximately $140.0 million.

The following acquisitions wereCompany acquired net assets with a fair value of $119.3 million as described below. As part of the purchase price, the Company issued 1,149,340 restricted shares valued at $48.2 million as equity consideration on the acquisition date. Employees must fulfill service requirements in exchange for the rights to the shares. Compensation expense will be amortized on a straight-line basis over the requisite service period of one or three years. As of December 31, 2017, the Company had $10.7 million of remaining compensation expense related to these restricted shares. The fair value of the restricted stock was determined using the market price of the Company's common stock on the date of the acquisition.

The Company also entered into acquisition-related compensation arrangements with certain employees of $20.6 million which consisted of cash ($9.0 million) and restricted stock ($11.6 million) for retention purposes. Compensation expense related to these arrangements is amortized on a straight-line basis over the requisite service period of three years. Additional cash compensation may be available to certain investment banking employees subject to exceeding an investment banking revenue threshold during the three year post-acquisition period to the extent they are employed by the Company at the time of payment. Amounts estimated to be payable related to this performance award plan will be recorded as compensation expense on the consolidated statements of operations over the requisite performance period of three years. As of December 31, 2017, the Company had accrued $31.3 million related to this performance award plan, of which $27.0 million and $4.3 million was recorded as compensation expense in 2017 and 2016, respectively.

The acquisition was accounted for pursuant to FASB Accounting Standards Codification Topic 805, "Business Combinations." Accordingly, the purchase price of each acquisition was allocated to the acquired assets and liabilities assumed based on their estimated fair values as of the respective acquisition dates.date. The excess of the purchase price over the net assets acquired was allocated between goodwill and intangible assets within the Capital Markets segment.

River Branch Holdings LLC and BMO Capital Markets GKST Inc.

On September 30, 2015, the Company acquired the assets of River Branch Holdings LLC ("River Branch"), an equity investment banking boutique focused on the financial institutions sector. The purchase was completed pursuant to the Asset Purchase Agreement dated July 11, 2015.

On October 9, 2015, the Company completed the purchase of BMO Capital Markets GKST Inc. ("BMO GKST"), a municipal bond sales, trading and origination business of BMO Financial Corp. The purchase was completed pursuant to the Stock Purchase Agreement dated July 19, 2015.

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Notes to the Consolidated Financial Statements – Continued



The Company recorded $6.1$60.7 million of goodwill on the consolidated statements of financial condition. In management's opinion, the goodwill represents the reputation and operating expertise of River Branch and BMO GKST employees.

Identifiable intangible assets purchased by the Company consisted of customer relationships with acquisition-date fair values estimated to be $7.5 million. Transaction costs of $0.8 million were incurred for the year ended December 31, 2015, and are included in restructuring and integration costs on the consolidated statements of operations.

The results of operations of River Branch and BMO GKST have been included in the Company's consolidated financial statements prospectively from the respective dates of acquisition. The terms of these transactions were not disclosed as the acquisitions did not have a material impact on the Company's consolidated financial statements.

Seattle-Northwest Securities Corporation and Edgeview Partners, L.P.

On July 12, 2013, the Company completed the purchase of Seattle-Northwest Securities Corporation ("Seattle-Northwest"), a Seattle-based investment bank and broker dealer focused on public finance in the Northwest region of the U.S. The acquisition of Seattle-Northwest supported the Company's strategy to grow its public finance business.

On July 16, 2013, the Company completed the purchase of Edgeview Partners, L.P. ("Edgeview"), a middle-market advisory firm specializing in mergers and acquisitions. The acquisition of Edgeview further strengthened the Company's mergers and acquisitions position in the middle market and added resources dedicated to the private equity community.

The Company paid $32.7 million in cash for Seattle-Northwest and Edgeview, which represented the fair values as of the respective acquisition dates. The Company also entered into acquisition-related compensation arrangements of $14.3 million which consisted of cash, restricted stock and restricted mutual fund shares ("MFRS Awards") of registered funds managed by the Company's asset management business. Compensation expense related to these arrangements is amortized on a straight-line basis over the original requisite service period of two to five years (a weighted average remaining service period of 2.0 years).

The Company recorded $15.0 million of goodwill on the consolidated statements of financial condition, of which $9.1$59.4 million is expected to be deductible for income tax purposes. In management's opinion, the goodwill represents the reputation and operating expertise of Seattle-Northwest and Edgeview employees.Simmons.

Identifiable intangible assets purchased by the Company consisted of customer relationships and non-competition agreementsthe Simmons trade name with acquisition-date fair values estimated to be $6.0of $17.5 million and $0.7$9.1 million,, respectively. Transaction costs of $1.1$0.9 million were incurred for the year ended December 31, 2013,2016, and are included in restructuring and integration costs within continuing operations on the consolidated statements of operations.

Definitive Agreement to Acquire Simmons & Company International

On November 16, 2015, the Company entered into a Securities Purchase Agreement ("Purchase Agreement") with Simmons & Company International ("Simmons"), an employee-owned investment bank and broker dealer focused on the energy industry. Pursuant to the Purchase Agreement, the Company agreed to purchase 100 percent of the capital stock of Simmons and its subsidiaries for total consideration of approximately $139.0 million, consisting of $91.0 million in cash and $48.0 million of restricted stock. The Company has committed an additional $21.0 million in cash and stock for retention purposes. The transaction is expected to close in the first quarter of 2016.


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Notes to the Consolidated Financial Statements – Continued


Note 5Discontinued Operations

The Company's Hong Kong capital markets business ceased operations in 2012 and incurred liquidation costs extending into 2013. In accordance with the provisions of FASB Accounting Standards Codification Topic 205-20, “Discontinued Operations,” the results from this business, previously reported in the Capital Markets segment, have been classified as discontinued operations for all periods presented.

The componentsfollowing table summarizes the estimated fair value of discontinued operations forassets acquired and liabilities assumed at the Hong Kong capital markets business are as follows:date of the acquisition:
 Year Ended
 December 31,
(Dollars in thousands)2013
Other expenses$1,197
  
Loss from discontinued operations before income tax benefit(1,197)
  
 Income tax benefit(415)
  
Loss from discontinued operations, net of tax$(782)
(Dollars in thousands)  
Assets:  
Cash and cash equivalents $47,201
Fixed assets 1,868
Goodwill 60,737
Intangible assets 26,638
Investments 980
Other assets 5,071
Total assets acquired 142,495
   
Liabilities:  
Accrued compensation 15,387
Other liabilities and accrued expenses 7,814
Total liabilities assumed 23,201
   
Net assets acquired $119,294

In 2013, the Company completed the saleSimmons' results of FAMCO, an asset management subsidiary, for consideration of $4.0 million which consisted of $0.3 million in cash and a $3.7 million note receivable from the buyer. FAMCO's results, previously reportedoperations have been included in the Asset Management segment, haveCompany's consolidated financial statements prospectively beginning on the date of acquisition. The acquisition has been presented as discontinued operations for all periods presented.fully integrated with the Company's existing operations. Accordingly, post-acquisition revenues and net income are not discernible.

The components of discontinued operations for FAMCO are as follows:
 Year Ended
 December 31,
(Dollars in thousands)2013
Net revenues$1,650
  
Operating expenses5,057
  
Loss from discontinued operations before income tax benefit(3,407)
  
Income tax benefit(1,326)
  
Loss from discontinued operations(2,081)
  
Loss on sale, net of tax(1,876)
  
Loss from discontinued operations, net of tax$(3,957)


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Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Note 65 Financial Instruments and Other Inventory Positions Owned and Financial Instruments and Other Inventory Positions Sold, but Not Yet Purchased

December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Financial instruments and other inventory positions owned:      
Corporate securities:      
Equity securities$9,505
 $50,365
$51,896
 $6,363
Convertible securities18,460
 156,685
74,456
 103,486
Fixed income securities48,654
 48,651
30,145
 21,018
Municipal securities:      
Taxable securities111,591
 312,753
67,699
 63,090
Tax-exempt securities416,966
 559,704
744,241
 559,329
Short-term securities33,068
 68,717
62,251
 35,175
Mortgage-backed securities121,794
 125,065
481
 5,638
U.S. government agency securities188,140
 244,046
317,318
 205,685
U.S. government securities7,729
 2,549
9,317
 29,970
Derivative contracts35,027
 47,826
25,573
 29,217
Total financial instruments and other inventory positions owned990,934
 1,616,361
1,383,377
 1,058,971
      
Less noncontrolling interests (1)(43,397) (267,742)
 (57,700)
$947,537
 $1,348,619
$1,383,377
 $1,001,271
      
Financial instruments and other inventory positions sold, but not yet purchased:      
Corporate securities:      
Equity securities$15,740
 $154,589
$101,517
 $89,453
Fixed income securities39,909
 21,460
30,292
 17,324
U.S. government agency securities21,267
 27,735
49,077
 6,723
U.S. government securities159,037
 523,527
213,312
 180,650
Derivative contracts3,202
 10,813
5,029
 5,207
Total financial instruments and other inventory positions sold, but not yet purchased239,155
 738,124
399,227
 299,357
      
Less noncontrolling interests (2)(4,586) (98,669)
 (631)
$234,569
 $639,455
$399,227
 $298,726
(1)
Noncontrolling interests attributable to third party ownership in a consolidated municipal bond fund consist of $7.5 million and $123.31.3 million of taxable municipal securities, $35.1 million and $139.555.2 million of tax-exempt municipal securities, and $0.8 million and $4.91.2 million of derivative contracts as of December 31, 20152016 and 2014, respectively.. 
(2)
Noncontrolling interests attributable to third party ownership in a consolidated municipal bond fund consist of $4.6 million and $97.6 million of U.S. government securities as of December 31, 2015 and 2014, respectively, and $1.1 million of derivative contracts as of December 31, 2014
2016.

At December 31, 20152017 and 20142016, financial instruments and other inventory positions owned in the amount of $0.7 billion720.0 million and $1.1 billion594.4 million, respectively, had been pledged as collateral for short-term financings and repurchase agreements.

Financial instruments and other inventory positions sold, but not yet purchased represent obligations of the Company to deliver the specified security at the contracted price, thereby creating a liability to purchase the security in the market at prevailing prices. The Company is obligated to acquire the securities sold short at prevailing market prices, which may exceed the amount reflected on the consolidated statements of financial condition. The Company economically hedges changes in the market value of its financial instruments and other inventory positions owned using inventory positions sold, but not yet purchased, interest rate derivatives, credit default swap index contracts, U.S. treasury bond and Eurodollar futures and exchange traded options.


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Notes to the Consolidated Financial Statements – Continued


Derivative Contract Financial Instruments

The Company uses interest rate swaps, interest rate locks, credit default swap index contracts, U.S treasury bond and Eurodollar futures and equity option contracts as a means to manage risk in certain inventory positions. The Company also enters into interest rate swaps to facilitate customer transactions. The following describes the Company’sCompany's derivatives by the type of transaction or security the instruments are economically hedging.

Customer matched-book derivatives: The Company enters into interest rate derivative contracts in a principal capacity as a dealer to satisfy the financial needs of its customers. The Company simultaneously enters into an interest rate derivative contract with a third party for the same notional amount to hedge the interest rate and credit risk of the initial client interest rate derivative contract. In certain limited instances, the Company has only hedged interest rate risk with a third party, and retains uncollateralized credit risk as described below. The instruments use interest rates based upon either the London Interbank Offer Rate (“LIBOR”("LIBOR") index or the Securities Industry and Financial Markets Association (“SIFMA”("SIFMA") index.

Trading securities derivatives: The Company enters into interest rate derivative contracts and uses U.S. treasury bond and Eurodollar futures to hedge interest rate and market value risks associated with its fixed income securities. These instruments use interest rates based upon either the Municipal Market Data (“MMD”("MMD") index, LIBOR or the SIFMA index. The Company also enters into credit default swap index contracts to hedge credit risk associated with its taxable fixed income securities and option contracts to hedge market value risk associated with its convertible securities.

Derivatives are reported on a net basis by counterparty (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) when a legal right of offset exists and on a net basis by cross product when applicable provisions are stated in master netting agreements. Cash collateral received or paid is netted on a counterparty basis, provided a legal right of offset exists. The total absolute notional contract amount, representing the absolute value of the sum of gross long and short derivative contracts, provides an indication of the volume of the Company's derivative activity and does not represent gains and losses. The following table presents the gross fair market value and the total absolute notional contract amount of the Company's outstanding derivative instruments, prior to counterparty netting, by asset or liability position:
 December 31, 2015 December 31, 2014 December 31, 2017 December 31, 2016
(Dollars in thousands) Derivative Derivative Notional Derivative Derivative Notional Derivative Derivative Notional Derivative Derivative Notional
Derivative Category Assets (1) Liabilities (2) Amount Assets (1) Liabilities (2) Amount Assets (1) Liabilities (2) Amount Assets (1) Liabilities (2) Amount
Interest rate                        
Customer matched-book $406,888
 $386,284
 $4,392,440
 $447,987
 $425,227
 $4,860,302
 $239,224
 $225,890
 $2,819,006
 $288,955
 $272,819
 $3,330,207
Trading securities 
 7,685
 290,600
 140
 8,242
 297,250
 126
 4,459
 399,450
 13,952
 1,707
 423,550
Credit default swap index                        
Trading securities 5,411
 530
 94,270
 5,808
 5,188
 267,796
 
 
 
 
 127
 7,470
Futures and equity options                        
Trading securities 164
 149
 2,345,037
 76
 189
 19,380
 6
 
 9,635
 
 
 
 $412,463
 $394,648
 $7,122,347
 $454,011
 $438,846
 $5,444,728
 $239,356
 $230,349
 $3,228,091
 $302,907
 $274,653
 $3,761,227
(1)Derivative assets are included within financial instruments and other inventory positions owned on the consolidated statements of financial condition.
(2)Derivative liabilities are included within financial instruments and other inventory positions sold, but not yet purchased on the consolidated statements of financial condition.

The Company’sCompany's derivative contracts do not qualify for hedge accounting, therefore, unrealized gains and losses are recorded on the consolidated statements of operations. The gains and losses on the related economically hedged inventory positions are not disclosed below as they are not in qualifying hedging relationships. The following table presents the Company’sCompany's unrealized gains/(losses) on derivative instruments:
(Dollars in thousands)   Year Ended December 31,
Derivative Category                Operations Category 2015 2014 2013
Interest rate derivative contract Investment banking $(2,274) $(2,790) $(1,529)
Interest rate derivative contract Institutional brokerage 534
 (1,678) (2,511)
Credit default swap index contract Institutional brokerage 12,228
 (1,080) (1,522)
Futures and equity option derivative contracts Institutional brokerage (252) 1,037
 (646)
    $10,236
 $(4,511) $(6,208)

79

Table of Contents
(Dollars in thousands)   Year Ended December 31,
Derivative Category Operations Category 2017 2016 2015
Interest rate derivative contract Investment banking $(2,608) $(4,151) $(2,274)
Interest rate derivative contract Institutional brokerage (16,772) 19,613
 534
Credit default swap index contract Institutional brokerage 4,482
 4,317
 12,228
Futures and equity option derivative contracts Institutional brokerage (17) 255
 (252)
    $(14,915) $20,034
 $10,236
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued



Credit risk associated with the Company’sCompany's derivatives is the risk that a derivative counterparty will not perform in accordance with the terms of the applicable derivative contract. Credit exposure associated with the Company’sCompany's derivatives is driven by uncollateralized market movements in the fair value of the contracts with counterparties and is monitored regularly by the Company’sCompany's financial risk committee. The Company considers counterparty credit risk in determining derivative contract fair value. The majority of the Company’sCompany's  derivative contracts are substantially collateralized by its counterparties, who  are major  financial institutions. The Company has a limited number of counterparties who are not required to post collateral. Based on market movements, the uncollateralized amounts representing the fair value of the derivative contract can become material, exposing the Company to the credit risk of these counterparties. As of December 31, 20152017, the Company had $24.419.1 million of uncollateralized credit exposure with these counterparties (notional contract amount of $186.4180.1 million), including $16.914.9 million of uncollateralized credit exposure with one counterparty.

Note 76 Fair Value of Financial Instruments

Based on the nature of the Company’sCompany's business and its role as a “dealer”"dealer" in the securities industry or as a manager of alternative asset management funds, the fair values of its financial instruments are determined internally. The Company’sCompany's processes are designed to ensure that the fair values used for financial reporting are based on observable inputs wherever possible. In the event that observable inputs are not available, unobservable inputs are developed based on an evaluation of all relevant empirical market data, including prices evidenced by market transactions, interest rates, credit spreads, volatilities and correlations and other security-specific information. Valuation adjustments related to illiquidity or counterparty credit risk are also considered. In estimating fair value, the Company may utilize information provided by third party pricing vendors to corroborate internally-developed fair value estimates.

The Company employs specific control processes to determine the reasonableness of the fair value of its financial instruments. The Company’sCompany's processes are designed to ensure that the internally-estimated fair values are accurately recorded and that the data inputs and the valuation techniques used are appropriate, consistently applied, and that the assumptions are reasonable and consistent with the objective of determining fair value. Individuals outside of the trading departments perform independent pricing verification reviews as of each reporting date. The Company has established parameters which set forth when the fair value of securities are independently verified. The selection parameters are generally based upon the type of security, the level of estimation risk of a security, the materiality of the security to the Company’sCompany's financial statements, changes in fair value from period to period, and other specific facts and circumstances of the Company’sCompany's securities portfolio. In evaluating the initial internally-estimated fair values made by the Company’sCompany's traders, the nature and complexity of securities involved (e.g., term, coupon, collateral, and other key drivers of value), level of market activity for securities, and availability of market data are considered. The independent price verification procedures include, but are not limited to, analysis of trade data (both internal and external where available), corroboration to the valuation of positions with similar characteristics, risks and components, or comparison to an alternative pricing source, such as a discounted cash flow model. The Company’sCompany's valuation committee, comprised of members of senior management and risk management, provides oversight and overall responsibility for the internal control processes and procedures related to fair value measurements.

The following is a description of the valuation techniques used to measure fair value.

Cash Equivalents

Cash equivalents include highly liquid investments with original maturities of 90 days or less. Actively traded money market funds are measured at their net asset value and classified as Level I.

Financial Instruments and Other Inventory Positions Owned

The Company records financial instruments and other inventory positions owned and financial instruments and other inventory positions sold, but not yet purchased at fair value on the consolidated statements of financial condition with unrealized gains and losses reflected on the consolidated statements of operations.


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Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Equity securities – Exchange traded equity securities are valued based on quoted prices from the exchange for identical assets or liabilities as of the period-end date. To the extent these securities are actively traded and valuation adjustments are not applied, they are categorized as Level I. Non-exchange traded equity securities (principally hybrid preferred securities) are measured primarily using broker quotations, prices observed for recently executed market transactions and internally-developed fair value estimates based on observable inputs and are categorized within Level II of the fair value hierarchy.
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Convertible securities – Convertible securities are valued based on observable trades, when available. Accordingly, these convertible securities are categorized as Level II.

Corporate fixed income securities – Fixed income securities include corporate bonds which are valued based on recently executed market transactions of comparable size, internally-developed fair value estimates based on observable inputs, or broker quotations. Accordingly, these corporate bonds are categorized as Level II.

Taxable municipal securities – Taxable municipal securities are valued using recently executed observable trades or market price quotations and therefore are generally categorized as Level II. Certain illiquid taxable municipal securities are valued using market data for comparable securities (maturity and sector) and management judgment to infer an appropriate current yield or other model-based valuation techniques deemed appropriate by management based on the specific nature of the individual security and are therefore categorized as Level III.

Tax-exempt municipal securities – Tax-exempt municipal securities are valued using recently executed observable trades or market price quotations and therefore are generally categorized as Level II. Certain illiquid tax-exempt municipal securities are valued using market data for comparable securities (maturity and sector) and management judgment to infer an appropriate current yield or other model-based valuation techniques deemed appropriate by management based on the specific nature of the individual security and are therefore categorized as Level III.

Short-term municipal securities – Short-term municipal securities include auction rate securities, variable rate demand notes, and other short-term municipal securities. Variable rate demand notes and other short-term municipal securities are valued using recently executed observable trades or market price quotations and therefore are generally categorized as Level II. Auction rate securities with limited liquidity are categorized as Level III and are valued using discounted cash flow models with unobservable inputs such as the Company’sCompany's expected recovery rate on the securities.

Mortgage-backed securities – Mortgage-backed securities are valued using observable trades, when available. Certain mortgage-backed securities are valued using models where inputs to the model are directly observable in the market, or can be derived principally from or corroborated by observable market data. These mortgage-backed securities are categorized as Level II. Other mortgage-backed securities, which are principally collateralized by residential mortgages, have experienced low volumes of executed transactions resulting in less observable transaction data. Certain mortgage-backed securities collateralized by residential mortgages are valued using cash flow models that utilize unobservable inputs including credit default rates, prepayment rates, loss severity and valuation yields. As judgment is used to determine the range of these inputs, these mortgage-backed securities are categorized as Level III.

U.S. government agency securities – U.S. government agency securities include agency debt bonds and mortgage bonds. Agency debt bonds are valued by using either direct price quotes or price quotes for comparable bond securities and are categorized as Level II. Mortgage bonds include bonds secured by mortgages, mortgage pass-through securities, agency collateralized mortgage-obligation (“CMO”("CMO") securities and agency interest-only securities. Mortgage pass-through securities, CMO securities and interest-only securities are valued using recently executed observable trades or other observable inputs, such as prepayment speeds and therefore are generally categorized as Level II. Mortgage bonds are valued using observable market inputs, such as market yields ranging from 200-300202-303 basis points (“bps”("bps") on spreads over U.S. treasury securities, or models based upon prepayment expectations ranging from 14%-16%0%-39% conditional prepayment rate (“CPR”("CPR"). These securities are categorized as Level II.

U.S. government securities – U.S. government securities include highly liquid U.S. treasury securities which are generally valued using quoted market prices and therefore categorized as Level I. The Company does not transact in securities of countries other than the U.S. government.


81

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Derivatives – Derivative contracts include interest rate swaps, interest rate locks, credit default swap index contracts, U.S treasury bond and Eurodollar futures and equity option contracts. These instruments derive their value from underlying assets, reference rates, indices or a combination of these factors. The Company's equity option derivative contracts are valued based on quoted prices from the exchange for identical assets or liabilities as of the period-end date. To the extent these contracts are actively traded and valuation adjustments are not applied, they are categorized as Level I. The Company’sCompany's credit default swap index contracts are valued using market price quotations and are classified as Level II. The majority of the Company’sCompany's interest rate derivative contracts, including both interest rate swaps and interest rate locks, are valued using market standard pricing models based on the net present value of estimated future cash flows. The valuation models used do not involve material subjectivity as the methodologies do not entail significant judgment and the pricing inputs are market observable, including contractual terms, yield curves and measures of volatility. These instruments are classified as Level II within the fair value hierarchy. Certain interest rate locks transact in less active markets and were valued using valuation models that included the previously mentioned observable inputs and certain unobservable inputs that required significant judgment, such as the premium over the MMD curve. These instruments are classified as Level III.

Investments

The Company’sCompany's investments valued at fair value include equity investments in private companies and partnerships, investments in registered mutual funds, warrants of public and private companies and private company debt. Investments in registered mutual funds are valued based on quoted prices on active markets and classified as Level I. Company-owned warrants, which have a cashless exercise option, are valued based upon the Black-Scholes option-pricing model and certain unobservable inputs. The Company applies a liquidity discount to the value of its warrants in public and private companies. For warrants in private companies, valuation adjustments, based upon management’smanagement's judgment, are made to account for differences between the measured security and the stock volatility factors of comparable companies. Company-owned warrants are reported as Level III assets. Investments in private companies are valued based on an assessment of each underlying security, considering rounds of financing, third party transactions and market-based information, including comparable company transactions, trading multiples (e.g., multiples of revenue and earnings before interest, taxes, depreciation and amortization ("EBITDA")) and changes in market outlook, among other factors. These securities are generally categorized as Level III.

Fair Value Option – The fair value option permits the irrevocable fair value option election on an instrument-by-instrument basis at initial recognition of an asset or liability or upon an event that gives rise to a new basis of accounting for that instrument. The fair value option was elected for certain merchant banking and other investments at inception to reflect economic events in earnings on a timely basis. Merchant banking and other equity investments of $19.714.1 million and $18.4$19.7 million, included within investments on the consolidated statements of financial condition, are accounted for at fair value and are classified as Level III assets at December 31, 20152017 and 20142016, respectively. The realized and unrealized net gains from fair value changes included in earnings as a result of electing to apply the fair value option to certain financial assets were $1.31.6 million, $2.71.8 million and $10.6$1.3 million for the years ended December 31, 20152017, 20142016 and 2013,2015, respectively.


82

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The following table summarizes quantitative information about the significant unobservable inputs used in the fair value measurement of the Company’sCompany's Level III financial instruments as of December 31, 20152017:
ValuationWeighted
TechniqueUnobservable InputRange      Average
Assets:
Financial instruments and other inventory positions owned:
Municipal securities:
Tax-exempt securitiesDiscounted cash flowDebt service coverage ratio (2)5 - 60%19.4%
Short-term securitiesDiscounted cash flowExpected recovery rate (% of par) (2)66 - 94%91.0%
Mortgage-backed securities:
Collateralized by residential mortgagesDiscounted cash flowCredit default rates (3)1 - 12%4.2%
Prepayment rates (4)2 - 21%10.0%
Loss severity (3)30 - 90%62.3%
Valuation yields (3)2 - 8%4.6%
Investments at fair value:
Equity securities in private companiesMarket approachRevenue multiple (2)2 - 6 times4.4 times
EBITDA multiple (2)10 - 12 times10.4 times
Liabilities:
Financial instruments and other inventory positions sold, but not yet purchased:
Derivative contracts:
Interest rate locksDiscounted cash flowPremium over the MMD curve (1)1 - 32 bps6.5 bps
 Valuation     Weighted
 Technique Unobservable Input Range Average
Assets:       
Financial instruments and other inventory positions owned:       
Municipal securities:       
Tax-exempt securitiesDiscounted cash flow Expected recovery rate (% of par) (2) 5 - 60% 19.4%
Short-term securitiesDiscounted cash flow Expected recovery rate (% of par) (2) 66 - 94% 91.0%
Mortgage-backed securities:       
Collateralized by residential mortgagesDiscounted cash flow Credit default rates (3) 1 - 2% 1.5%
   Prepayment rates (4) 20.0% 20.0%
   Loss severity (3) 25 - 50% 26.9%
   Valuation yields (3) 5.0% 5.0%
Derivative contracts:       
Interest rate locksDiscounted cash flow Premium over the MMD curve (1) 7 - 15 bps 11.1 bps
Investments at fair value:       
Equity securities in private companiesMarket approach Revenue multiple (2) 2 - 6 times 4.9 times
   EBITDA multiple (2) 11 - 15 times 12.8 times
        
Liabilities:       
Financial instruments and other inventory positions sold, but not yet purchased:       
Derivative contracts:       
Interest rate locksDiscounted cash flow Premium over the MMD curve (1) 1 - 16 bps 7.9 bps
Sensitivity of the fair value to changes in unobservable inputs:
(1)Significant increase/(decrease) in the unobservable input in isolation would result in a significantly lower/(higher) fair value measurement.
(2)Significant increase/(decrease) in the unobservable input in isolation would result in a significantly higher/(lower) fair value measurement.
(3)Significant changes in any of these inputs in isolation could result in a significantly different fair value. Generally, a change in the assumption used for credit default rates is accompanied by a directionally similar change in the assumption used for the loss severity and a directionally inverse change in the assumption for valuation yields.
(4)The potential impact of changes in prepayment rates on fair value is dependent on other security-specific factors, such as the par value and structure. Changes in the prepayment rates may result in directionally similar or directionally inverse changes in fair value depending on whether the security trades at a premium or discount to the par value.

83

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The following table summarizes the valuation of the Company’sCompany's financial instruments by pricing observability levels defined in ASC 820 as of December 31, 20152017:
      Counterparty        Counterparty  
      and Cash        and Cash  
      Collateral        Collateral  
(Dollars in thousands)Level I Level II Level III Netting (1) TotalLevel I Level II Level III Netting (1) Total
Assets:                  
Financial instruments and other inventory positions owned:                  
Corporate securities:                  
Equity securities$7,569
 $1,936
 $
 $
 $9,505
$1,863
 $50,033
 $
 $
 $51,896
Convertible securities
 18,460
 
 
 18,460

 74,456
 
 
 74,456
Fixed income securities
 48,654
 
 
 48,654

 30,145
 
 
 30,145
Municipal securities:                  
Taxable securities
 105,775
 5,816
 
 111,591

 67,699
 
 
 67,699
Tax-exempt securities
 415,789
 1,177
 
 416,966

 743,541
 700
 
 744,241
Short-term securities
 32,348
 720
 
 33,068

 61,537
 714
 
 62,251
Mortgage-backed securities
 670
 121,124
 
 121,794

 
 481
 
 481
U.S. government agency securities
 188,140
 
 
 188,140

 317,318
 
 
 317,318
U.S. government securities7,729
 
 
 
 7,729
9,317
 
 
 
 9,317
Derivative contracts164
 412,299
 
 (377,436) 35,027
6
 239,224
 126
 (213,783) 25,573
Total financial instruments and other inventory positions owned:15,462
 1,224,071
 128,837
 (377,436) 990,934
Total financial instruments and other inventory positions owned11,186
 1,583,953
 2,021
 (213,783) 1,383,377
                  
Cash equivalents130,138
 
 
 
 130,138
3,782
 
 
 
 3,782
                  
Investments at fair value34,874
 
 107,907
 
 142,781
39,504
 
 126,060
(2)
 165,564
Total assets$180,474
 $1,224,071
 $236,744
 $(377,436) $1,263,853
$54,472
 $1,583,953
 $128,081
 $(213,783) $1,552,723
                  
Liabilities:                  
Financial instruments and other inventory positions sold, but not yet purchased:                  
Corporate securities:                  
Equity securities$13,489
 $2,251
 $
 $
 $15,740
$91,934
 $9,583
 $
 $
 $101,517
Fixed income securities
 39,909
 
 
 39,909

 30,292
 
 
 30,292
U.S. government agency securities
 21,267
 
 
 21,267

 49,077
 
 
 49,077
U.S. government securities159,037
 
 
 
 159,037
213,312
 
 
 
 213,312
Derivative contracts149
 387,351
 7,148
 (391,446) 3,202

 225,916
 4,433
 (225,320) 5,029
Total financial instruments and other inventory positions sold, but not yet purchased:$172,675
 $450,778
 $7,148
 $(391,446) $239,155
Total financial instruments and other inventory positions sold, but not yet purchased$305,246
 $314,868
 $4,433
 $(225,320) $399,227
(1)Represents cash collateral and the impact of netting on a counterparty basis. The Company had no securities posted as collateral to its counterparties.
(2)Noncontrolling interests of $44.4 million are attributable to third party ownership in consolidated merchant banking and senior living funds.


84

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The following table summarizes the valuation of the Company’sCompany's financial instruments by pricing observability levels defined in ASC 820 as of December 31, 20142016:
      Counterparty        Counterparty  
      and Cash        and Cash  
      Collateral        Collateral  
(Dollars in thousands)Level I Level II Level III Netting (1) TotalLevel I Level II Level III Netting (1) Total
Assets:                  
Financial instruments and other inventory positions owned:                  
Corporate securities:                  
Equity securities$39,191
 $11,174
 $
 $
 $50,365
$82
 $6,281
 $
 $
 $6,363
Convertible securities
 156,685
 
 
 156,685

 103,486
 
 
 103,486
Fixed income securities
 48,651
 
 
 48,651

 21,018
 
 
 21,018
Municipal securities:                  
Taxable securities
 312,753
 
 
 312,753

 60,404
 2,686
 
 63,090
Tax-exempt securities
 558,518
 1,186
 
 559,704

 558,252
 1,077
 
 559,329
Short-term securities
 67,997
 720
 
 68,717

 34,431
 744
 
 35,175
Mortgage-backed securities
 316
 124,749
 
 125,065

 273
 5,365
 
 5,638
U.S. government agency securities
 244,046
 
 
 244,046

 205,685
 
 
 205,685
U.S. government securities2,549
 
 
 
 2,549
29,970
 
 
 
 29,970
Derivative contracts76
 453,795
 140
 (406,185) 47,826

 288,955
 13,952
 (273,690) 29,217
Total financial instruments and other inventory positions owned:41,816
 1,853,935
 126,795
 (406,185) 1,616,361
Total financial instruments and other inventory positions owned30,052
 1,278,785
 23,824
 (273,690) 1,058,971
                  
Cash equivalents1,562
 
 
 
 1,562
768
 
 
 
 768
                  
Investments at fair value20,704
 
 74,165
 
 94,869
32,783
 
 123,319
(2)
 156,102
Total assets$64,082
 $1,853,935
 $200,960
 $(406,185) $1,712,792
$63,603
 $1,278,785
 $147,143
 $(273,690) $1,215,841
                  
Liabilities:                  
Financial instruments and other inventory positions sold, but not yet purchased:                  
Corporate securities:                  
Equity securities$153,254
 $1,335
 $
 $
 $154,589
$89,453
 $
 $
 $
 $89,453
Fixed income securities
 21,460
 
 
 21,460

 17,324
 
 
 17,324
U.S. government agency securities
 27,735
 
 
 27,735

 6,723
 
 
 6,723
U.S. government securities523,527
 
 
 
 523,527
180,650
 
 
 
 180,650
Derivative contracts189
 430,835
 7,822
 (428,033) 10,813

 273,166
 1,487
 (269,446) 5,207
Total financial instruments and other inventory positions sold, but not yet purchased:$676,970
 $481,365
 $7,822
 $(428,033) $738,124
Total financial instruments and other inventory positions sold, but not yet purchased$270,103
 $297,213
 $1,487
 $(269,446) $299,357
(1)Represents cash collateral and the impact of netting on a counterparty basis. The Company had no securities posted as collateral to its counterparties.
(2)Noncontrolling interests of $45.1 million are attributable to third party ownership in consolidated merchant banking and senior living funds.

The Company’sCompany's Level III assets were $236.7$128.1 million and $201.0$147.1 million,, or 18.78.2 percent and 11.712.1 percent of financial instruments measured at fair value at December 31, 20152017 and 2014,2016, respectively. The value of transfers between levels are recognized at the beginning of the reporting period. There were $0.6 million of transfers of financial assets out of Level III for the year ended December 31, 2017. There were no other significant transfers between Level I, Level II or Level III for the year ended December 31, 2015.2017.


85

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The following tables summarize the changes in fair value associated with Level III financial instruments held at the beginning or end of the periods presented:
                Unrealized gains/                Unrealized gains/
                (losses) for assets/                (losses) for assets/
Balance at         Realized Unrealized Balance at liabilities held atBalance at         Realized Unrealized Balance at liabilities held at
December 31,     Transfers Transfers gains/ gains/ December 31, December 31,December 31,     Transfers Transfers gains/ gains/ December 31, December 31,
(Dollars in thousands)2014 Purchases Sales in out (losses) (1) (losses) (1) 2015 2015 (1)2016 Purchases Sales in out (losses) (1) (losses) (1) 2017 2017 (1)
Assets:                                  
Financial instruments and other inventory positions owned:                                  
Municipal securities:                                  
Taxable securities$
 $5,133
 $
 $
 $
 $
 $683
 $5,816
 $683
$2,686
 $
 $(2,703) $
 $
 $716
 $(699) $
 $
Tax-exempt securities1,186
 
 
 
 
 
 (9) 1,177
 (9)1,077
 
 (267) 
 
 
 (110) 700
 (110)
Short-term securities720
 
 
 
 
 
 
 720
 
744
 
 (25) 
 
 2
 (7) 714
 (7)
Mortgage-backed securities124,749
 130,534
 (138,874) 
 
 3,301
 1,414
 121,124
 2,157
5,365
 996
 (5,608) 
 
 203
 (475) 481
 (45)
Derivative contracts140
 520
 
 
 
 (520) (140) 
 
13,952
 109
 (11,469) 
 
 11,360
 (13,826) 126
 126
Total financial instruments and other inventory positions owned:126,795
 136,187
 (138,874) 
 
 2,781
 1,948
 128,837
 2,831
Total financial instruments and other inventory positions owned23,824
 1,105
 (20,072) 
 
 12,281
 (15,117) 2,021
 (36)
                                  
Investments at fair value74,165
 17,089
 (1,089) 
 
 84
 17,658
 107,907
 17,552
123,319
 31,362
 (37,004) 
 (601) (2,585) 11,569
 126,060
 14,960
Total assets$200,960
 $153,276
 $(139,963) $
 $
 $2,865
 $19,606
 $236,744
 $20,383
$147,143
 $32,467
 $(57,076) $
 $(601) $9,696
 $(3,548) $128,081
 $14,924
                                  
Liabilities:                                  
Financial instruments and other inventory positions sold, but not yet purchased:                                  
Derivative contracts$7,822
 $(10,349) $
 $
 $
 $10,349
 $(674) $7,148
 $7,148
$1,487
 $(17,083) $211
 $
 $
 $16,872
 $2,946
 $4,433
 $4,433
Total financial instruments and other inventory positions sold, but not yet purchased:$7,822
 $(10,349) $
 $
 $
 $10,349
 $(674) $7,148
 $7,148
Total financial instruments and other inventory positions sold, but not yet purchased$1,487
 $(17,083) $211
 $
 $
 $16,872
 $2,946
 $4,433
 $4,433
(1)Realized and unrealized gains/(losses) related to financial instruments, with the exception of customer matched-book derivatives, are reported in institutional brokerage on the consolidated statements of operations. Realized and unrealized gains/(losses) related to customer matched-book derivatives are reported in investment banking. Realized and unrealized gains/(losses) related to investments are reported in investment banking revenues or investment income on the consolidated statements of operations.

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Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


                Unrealized gains/                Unrealized gains/
                (losses) for assets/                (losses) for assets/
Balance at         Realized Unrealized Balance at liabilities held atBalance at         Realized Unrealized Balance at liabilities held at
December 31,     Transfers Transfers gains/ gains/ December 31, December 31,December 31,     Transfers Transfers gains/ gains/ December 31, December 31,
(Dollars in thousands)2013 Purchases Sales in out (losses) (1) (losses) (1) 2014 2014 (1)2015 Purchases Sales in out (losses) (1) (losses) (1) 2016 2016 (1)
Assets:                                  
Financial instruments and other inventory positions owned:                                  
Corporate securities:                 
Fixed income securities$100
 $
 $(100) $
 $
 $
 $
 $
 $
Municipal securities:                                  
Taxable securities$5,816
 $
 $(3,700) $
 $
 $554
 $16
 $2,686
 $16
Tax-exempt securities1,433
 
 
 
 
 
 (247) 1,186
 (247)1,177
 
 
 
 
 
 (100) 1,077
 (100)
Short-term securities656
 
 (25) 
 
 6
 83
 720
 83
720
 
 
 
 
 
 24
 744
 24
Mortgage-backed securities119,799
 154,338
 (161,962) 3,552
 
 9,189
 (167) 124,749
 1,745
121,124
 26,519
 (142,263) 
 
 3,495
 (3,510) 5,365
 69
Derivative contracts691
 3,602
 
 
 
 (3,602) (551) 140
 140

 
 
 
 
 
 13,952
 13,952
 13,952
Total financial instruments and other inventory positions owned:122,679
 157,940
 (162,087) 3,552
 
 5,593
 (882) 126,795
 1,721
Total financial instruments and other inventory positions owned128,837
 26,519
 (145,963) 
 
 4,049
 10,382
 23,824
 13,961
                                  
Investments at fair value49,240
 21,730
 (2,368) 
 
 2,368
 3,195
 74,165
 3,195
109,444
 33,683
 (28,343) 
 (9,088) 10,336
 7,287
 123,319
 7,014
Total assets$171,919
 $179,670
 $(164,455) $3,552
 $
 $7,961
 $2,313
 $200,960
 $4,916
$238,281
 $60,202
 $(174,306) $
 $(9,088) $14,385
 $17,669
 $147,143
 $20,975
                                  
Liabilities:                                  
Financial instruments and other inventory positions sold, but not yet purchased:                                  
Derivative contracts$6,643
 $(16,751) $
 $
 $
 $16,751
 $1,179
 $7,822
 $7,822
$7,148
 $(14,653) $
 $
 $
 $14,653
 $(5,661) $1,487
 $1,487
Total financial instruments and other inventory positions sold, but not yet purchased:$6,643
 $(16,751) $
 $
 $
 $16,751
 $1,179
 $7,822
 $7,822
Total financial instruments and other inventory positions sold, but not yet purchased$7,148
 $(14,653) $
 $
 $
 $14,653
 $(5,661) $1,487
 $1,487
(1)Realized and unrealized gains/(losses) related to financial instruments, with the exception of customer matched-book derivatives, are reported in institutional brokerage on the consolidated statements of operations. Realized and unrealized gains/(losses) related to customer matched-book derivatives are reported in investment banking. Realized and unrealized gains/(losses) related to investments are reported in investment banking revenues or investment income on the consolidated statements of operations.

The carrying values of the Company’sCompany's cash, securities either purchased or sold under agreements to resell, receivables and payables either from or to customers and brokers, dealers and clearing organizations and short-term financings approximate fair value due to their liquid or short-term nature.

Non-Recurring Fair Value Measurements

The Company recorded non-cash goodwill impairment charges of $114.4 million and $82.9 million for the years ended December 31, 2017 and 2016, respectively, representing the full value of goodwill attributable to the asset management reporting unit. The fair value measurements used in the analyses were calculated using the income approach (discounted cash flow method) and market approach (earnings multiples of public company comparables). The discounted cash flow models were calculated using unobservable inputs, such as revenue and EBITDA forecasts, which are classified as Level III within the fair value hierarchy. See Note 13 for further discussion.

Note 87 Variable Interest Entities

The Company has investments in and/or acts as the managing partner of various partnerships, limited liability companies, or registered mutual funds. These entities were established for the purpose of investing in securities of public or private companies, or municipal debt obligations, or providing financing to senior living facilities, and were initially financed through the capital commitments or seed investments of the members.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


VIEs are entities in which equity investors lack the characteristics of a controlling financial interest or do not have sufficient equity at risk for the entity to finance its activities. The determination as to whether an entity is a VIE is based on the amountstructure and nature of the members’ equity investment in theeach entity. The Company also considers other characteristics such as the power through voting rights or similar rights to direct the activities of an entity that most significantly impact the entity’sentity's economic performance. For those entities that meet the deferral provisions defined by ASU 2010-10, the Company considers characteristics such as the ability to influence the decision making about the entity’s activitiesperformance and how the entity is financed. The Company has identified certain of the entities described above as VIEs. These VIEs had net assets approximating $0.4 billion and $0.6 billion at December 31, 2015 and 2014, respectively. The Company’s exposure to loss from these VIEs is $8.0 million, which is the carrying value of its capital contributions recorded in investments on the consolidated statements of financial condition at December 31, 2015. The Company had no liabilities related to these VIEs at December 31, 2015 and 2014.

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Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued



The Company is required to consolidate all VIEs for which it is considered to be the primary beneficiary. The determination as to whether the Company is considered to be the primary beneficiary is based on whether the Company has both the power to direct the activities of the VIE that most significantly impact the entity’sentity's economic performance and the obligation to absorb losses or the right to receive benefits of the VIE that could potentially be significant to the VIE. For those entities that meet the deferral provisions defined by ASU 2010-10 (generally

Consolidated VIEs

The Company's consolidated VIEs at December 31, 2017 include certain alternative asset managers and investment companies), the determination as to whethermanagement funds in which the Company has an investment and, as the managing partner, is considereddeemed to have both the power to direct the most significant activities of the funds and the right to receive benefits (or the obligation to absorb losses) that could potentially be significant to these funds.

The following table presents information about the primary beneficiary differs in that it is based on whethercarrying value of the assets and liabilities of the VIEs which are consolidated by the Company will absorb a majorityand included on the consolidated statements of financial condition at December 31, 2017. The assets can only be used to settle the liabilities of the VIE’s expected losses, receive a majorityrespective VIE, and the creditors of the VIE’s expected residual returns, or both. The Company determined it isVIEs do not have recourse to the primary beneficiarygeneral credit of the Company. One of these VIEs has $25.0 million of bank line financing available with an interest rate based on prime plus an applicable margin. The assets and accordingly does not consolidate them. Furthermore, the Company has not provided financial or other supportliabilities are presented prior to consolidation, and thus a portion of these VIEs that it was not previously contractually required to provide as of December 31, 2015.assets and liabilities are eliminated in consolidation.

  Alternative Asset
(Dollars in thousands) Management Funds
Assets:  
Receivables from brokers, dealers and clearing organizations $9,218
Financial instruments and other inventory positions owned and pledged as collateral 404,952
Investments 107,618
Other assets 4,205
Total assets $525,993
   
Liabilities:  
Short-term financing $239,963
Payables to brokers, dealers and clearing organizations 808
Financial instruments and other inventory positions sold, but not yet purchased 47,806
Other liabilities and accrued expenses 87,775
Total liabilities $376,352

The Company has investments in a grantor trust which was established as part of a nonqualified deferred compensation plan. The Company is the primary beneficiary of the grantor trust. Accordingly, the assets and liabilities of the grantor trust are consolidated by the Company on the consolidated statements of financial condition. See Note 2221 for additional information on the nonqualified deferred compensation plan.

Nonconsolidated VIEs

The Company also originates CMOs through secondary market vehicles.determined it is not the primary beneficiary of certain VIEs and accordingly does not consolidate them. These VIEs had net assets approximating $0.6 billion and $0.8 billion at December 31, 2017 and 2016, respectively. The Company's riskexposure to loss from these VIEs is $6.4 million, which is the carrying value of loss with respectits capital contributions recorded in investments on the consolidated statements of financial condition at December 31, 2017. The Company had no liabilities related to these entities is limitedVIEs at December 31, 2017 and 2016. Furthermore, the Company has not provided financial or other support to these VIEs that it was not previously contractually required to provide as of December 31, 2017.

Piper Jaffray Companies
Notes to the fair value of the securities held by the Company.Consolidated Financial Statements – Continued


Note 98 Receivables from and Payables to Brokers, Dealers and Clearing Organizations

December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Receivable arising from unsettled securities transactions$62,105
 $52,571
$9,218
 $132,724
Deposits paid for securities borrowed47,508
 57,572

 27,573
Receivable from clearing organizations3,155
 4,933
109,270
 3,293
Deposits with clearing organizations27,019
 33,799
11,019
 35,713
Receivable from brokers and dealers12,041
 10,988
Securities failed to deliver2,100
 1,753

 975
Other6,062
 10,381
3,846
 1,464
Total receivables from brokers, dealers and clearing organizations$147,949
 $161,009
$145,394
 $212,730

December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Payable arising from unsettled securities transactions$34,445
 $11,048
$808
 $13,948
Payable to clearing organizations3,115
 5,185

 15,893
Payable to brokers and dealers18,584
 7,958
Securities failed to receive4,468
 2,430

 3,043
Other6,103
 6,901
Total payables to brokers, dealers and clearing organizations$48,131
 $25,564
$19,392
 $40,842

As discussed in Note 1, Piper Jaffray transitioned from a self clearing securities broker dealer to a fully disclosed clearing model in 2017. Under the Company's fully disclosed clearing agreement, the majority of its securities inventories and all of its customer activities are held by or cleared through Pershing. The Company has also established an arrangement to obtain financing from Pershing related to the majority of its trading activities. Financing under this arrangement is secured primarily by securities, and collateral limitations could reduce the amount of funding available under this arrangement. The funding is at the discretion of Pershing and could be denied. The Company's clearing arrangement activities are recorded net from trading activity. The Company's fully disclosed clearing agreement includes a covenant requiring Piper Jaffray to maintain excess net capital of $120 million.

Deposits paid for securities borrowed approximate the market value of the securities. Securities failed to deliver and receive represent the contract value of securities that have not been delivered or received by the Company on settlement date.date, prior to transitioning to a fully disclosed clearing model.


88

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Note 109 Receivables from and Payables to Customers

Effective August 7, 2017, Pershing is Piper Jaffray's clearing broker dealer responsible for the clearance and settlement of customer cash and security transactions.

December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Cash accounts$39,415
 $6,135
$
 $29,610
Margin accounts1,752
 3,523

 2,307
Total receivables from customers$41,167
 $9,658
$
 $31,917

Securities owned by customers arewere previously held as collateral for margin loan receivables. This collateral is not reflected on the consolidated financial statements. Margin loan receivables earnearned interest at floating interest rates based on prime rates.

December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Cash accounts$19,650
 $13,172
$
 $14,416
Margin accounts17,714
 156

 14,936
Total payables to customers$37,364
 $13,328
$
 $29,352
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Payables to customers primarily comprise certain cash balances in customer accounts consisting of customer funds pending settlement of securities transactions and customer funds on deposit.deposit, prior to transitioning to a fully disclosed clearing model. Except for amounts arising from customer short sales, all amounts payable to customers arewere subject to withdrawal by customers upon their request.

Note 1110 Collateralized Securities Transactions

As discussed in Note 1, Piper Jaffray transitioned from a self clearing securities broker dealer to a fully disclosed clearing model in the third quarter of 2017.

The Company’sCompany's current short-term financing and prior customer securities activities involve the Company using securities as collateral. In the event that the counterparty doesdid not meet its contractual obligation to return securities used as collateral (e.g., pursuant to the terms of a repurchase agreement), or customers dodid not deposit additional securities or cash for margin when required, the Company may bewas exposed to the risk of reacquiring the securities or selling the securities at unfavorable market prices in order to satisfy its obligations to its customers or counterparties.obligations. The Company seeks to controlcontrolled this risk by monitoring the market value of securities pledged or used as collateral on a daily basis and requiring adjustments in the event of excess market exposure. The Company also uses unaffiliated third party custodians to administer the underlying collateral for the majoritycertain of its short-term financingfinancings to mitigate risk.

In a reverse repurchase agreement the Company purchases financial instruments from a seller, typically in exchange for cash, and agrees to resell the same or substantially the same financial instruments to the seller at a stated price plus accrued interest in the future. In a repurchase agreement, the Company sells financial instruments to a buyer, typically for cash, and agrees to repurchase the same or substantially the same financial instruments from the buyer at a stated price plus accrued interest at a future date. Even though repurchase and reverse repurchase agreements involve the legal transfer of ownership of financial instruments, they are accounted for as financing arrangements because they require the financial instruments to be repurchased or resold at maturity of the agreement.

In a securities borrowed transaction, the Company borrows securities from a counterparty in exchange for cash. When the Company returns the securities, the counterparty returns the cash. Interest is generally paid periodically over the life of the transaction.

In the normal course of business,Prior to transitioning to a fully disclosed clearing model, the Company obtainsobtained securities purchased under agreements to resell, securities borrowed and margin agreements on terms that permit it to repledge or resell the securities to others, typically pursuant to repurchase agreements. The Company obtained securities with a fair value of approximately $185.8 million and $369.7192.2 million at December 31, 2015 and 20142016, respectively, of which $175.8185.2 million and $338.8 million, respectively, had been pledged or otherwise transferred to satisfy its commitments under financial instruments and other inventory positions sold, but not yet purchased.


89

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The following is a summary of the Company’s securities sold under agreements to repurchase ("Repurchase Liabilities"), the fair market value of collateral pledged and the interest rate charged by the Company’s counterparty, which is based on LIBOR plus an applicable margin, as of December 31, 2015:
 Repurchase Fair Market  
(Dollars in thousands)Liabilities Value Interest Rate
Term up to 30 day maturities:     
Mortgage-backed securities$27,269
 $39,202
 2.14 - 2.27%
On demand maturities:     
U.S. government securities18,050
 17,558
 0.05%
 $45,319
 $56,760
  

Reverse repurchase agreements, repurchase agreements and securities borrowed and loaned are reported on a net basis by counterparty when a legal right of offset exists. There were no gross amounts offset on the consolidated statements of financial condition for reverse repurchase agreements, securities borrowed or repurchase agreements at December 31, 2015 and 2014, respectively, as a legal right of offset did not exist. The Company had no outstanding securities lending arrangements as of December 31, 20152017 or 20142016. See Note 65 for information related to the Company's offsetting of derivative contracts. 

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Note 1211 Investments

The Company’sCompany's investments include investments in private companies and partnerships, registered mutual funds, warrants of public and private companies and private company debt. Investments included:
December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Investments at fair value$142,781
 $94,869
$165,564
 $156,102
Investments at cost3,299
 8,214
2,416
 2,755
Investments accounted for under the equity method17,781
 23,757
8,232
 9,200
Total investments163,861
 126,840
176,212
 168,057
      
Less investments attributable to noncontrolling interests (1)(40,069) (32,563)(44,397) (45,123)
$123,792
 $94,277
$131,815
 $122,934
(1)Noncontrolling interests are attributable to third party ownership in a consolidated merchant banking fund and private equity investment vehicles.senior living funds.

Management regularly reviews the Company’s investments in private company debt and has concluded that no valuation allowance is needed as it is probable that all contractual principal and interest will be collected.

At December 31, 20152017, investments carried on a cost basis had an estimated fair market value of $4.94.1 million. Because valuation estimates were based upon management’smanagement's judgment, investments carried at cost would be categorized as Level III assets in the fair value hierarchy, if they were carried at fair value.

Investments accounted for under the equity method include general and limited partnership interests. The carrying value of these investments is based on the investment vehicle’svehicle's net asset value. The net assets of investment partnerships consist of investments in both marketable and non-marketable securities. The underlying investments held by such partnerships are valued based on the estimated fair value determined by management in ourthe Company's capacity as general partner or investor and, in the case of investments in unaffiliated investment partnerships, are based on financial statements prepared by the unaffiliated general partners.

Note 12Other Assets

90

 December 31, December 31,
(Dollars in thousands)2017 2016
Fee receivables$20,884
 $22,840
Accrued interest receivables6,981
 9,259
Forgivable loans, net7,452
 9,307
Prepaid expenses6,769
 6,363
Secured loan receivables2,975
 6,236
Other9,773
 13,124
Total other assets$54,834
 $67,129
Table of Contents


Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Note 13Other Assets

 December 31, December 31,
(Dollars in thousands)2015 2014
Net deferred income tax assets$66,810
 $45,851
Fee receivables18,362
 23,959
Accrued interest receivables6,145
 10,061
Forgivable loans, net10,234
 8,366
Prepaid expenses6,161
 6,067
Other11,490
 5,995
Total other assets$119,202
 $100,299

See Note 26 for additional details concerning the Company's net deferred income tax assets.

Note 1413 Goodwill and Intangible Assets

Capital Asset  Capital Asset  
(Dollars in thousands)Markets Management  TotalMarkets Management  Total
Goodwill          
Balance at December 31, 2013$13,790
 $196,844
 $210,634
Balance at December 31, 2015$21,132
 $196,844
 $217,976
Goodwill acquired
 
 
60,723
 419
 61,142
Measurement period adjustment1,244
 
 1,244
Balance at December 31, 2014$15,034
 $196,844
 $211,878
Goodwill acquired6,098
 
 6,098
Balance at December 31, 2015$21,132
 $196,844
 $217,976
Impairment charge
 (82,900) (82,900)
Balance at December 31, 2016$81,855
 $114,363
 $196,218
Impairment charge
 (114,363) (114,363)
Balance at December 31, 2017$81,855
 $
 $81,855
    
    
Intangible assets          
Balance at December 31, 2013$5,316
 $34,614
 $39,930
Balance at December 31, 2015$8,256
 $22,274
 $30,530
Intangible assets acquired
 
 
26,651
 1,267
 27,918
Amortization of intangible assets(2,972) (6,300) (9,272)(15,587) (5,627) (21,214)
Balance at December 31, 2014$2,344
 $28,314
 $30,658
Balance at December 31, 2016$19,320
 $17,914
 $37,234
Intangible assets acquired7,534
 
 7,534

 1,000
 1,000
Amortization of intangible assets(1,622) (6,040) (7,662)(10,178) (5,222) (15,400)
Balance at December 31, 2015$8,256
 $22,274
 $30,530
Balance at December 31, 2017$9,142
 $13,692
 $22,834

The Company tests goodwill and indefinite-life intangible assets for impairment on an annual basis and on an interim basis when circumstances exist that could indicate possible impairment. The Company tests for impairment at the reporting unit level, which is generally one level below its operating segments. The Company has identified two reporting units: capital markets and asset management. When testing for impairment, the Company has the option to first assess qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying amount. If, after making an assessment, the Company determines it is not more likely than not that the fair value of a reporting unit is less than its carrying amount, then performing the two-step impairment testfurther analysis is unnecessary. However, if the Company concludes otherwise, then the Company is required to perform thea two-step impairment test, which requires management to make judgments in determining what assumptions to use in the calculation. The first step requires a comparison of the process consists of estimating the fair value of the reporting unitsunit to its carrying value, including allocated goodwill. The estimated fair value of the reporting unit is derived based on valuation techniques that a market participant would use. The Company estimates the fair value of the reporting unit using the income approach (discounted cash flow method) and market approach (earnings and/or transaction multiples). As discussed in Note 3, the Company adopted ASU 2017-04 effective July 1, 2017. ASU 2017-04 eliminates the second step from the goodwill impairment test. Accordingly, the Company will record an impairment charge based on the following factors: a discounted cash flow model using revenue and profit forecasts, the Company’s market capitalization, public company comparables and multiples of recent mergers and acquisitions of similar businesses, if available. The estimated fair values of the reporting units are compared with their carrying values, which includes the allocated goodwill. If the estimated fair value is less than the carrying values, a second step is performed to measure the amount of the impairment loss, if any. An impairment loss is equal to the excess of thea reporting unit's carrying amount of goodwill over its fair value.

The Company completedidentified impairment indicators in the third quarter of 2017 related to the asset management reporting unit resulting from declining profitability and performed an interim goodwill impairment test as of July 31, 2017, which resulted in a non-cash goodwill impairment charge of $114.4 million. The fair value of the asset management reporting unit was calculated using the income approach (discounted cash flow method based on revenue and EBITDA forecasts) and market approach (earnings multiples of comparable public companies).

The Company performed its annual goodwill impairment analysistesting for its capital markets reporting unit as of October 31, 2015, and2017, which resulted in no impairment.

The Company concluded there was a $82.9 million non-cash goodwill impairment charge in 2016 related to the asset management reporting unit. The annual goodwill impairment testing for 2016 resulted in no impairment associated with the capital markets reporting unit. The Company concluded there was no goodwill impairment. impairment in 2015.

The Company also evaluated its intangible assets (indefinite and definite-lived) and concluded there was no impairment in 2015. The Company concluded there was no goodwill or intangible asset impairment in 20142017, 2016 and 2013,2015, respectively.
 

91

TableThe addition of Contentsgoodwill and intangible assets during the year ended December 31, 2016 primarily related to the acquisition of Simmons, as discussed in Note 4. Management identified $26.6 million of intangible assets, consisting of customer relationships
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The addition of goodwill($17.5 million) and intangible assets during the year ended December 31, 2015 related to the acquisitions of River Branch and BMO GKST, as discussed in Note 4. Management identified intangible assets consisting of customer relationships with acquisition-date fair values currently estimated to be $7.5 million,Simmons trade name ($9.1 million), which will beare being amortized over an estimateda weighted average life of 2.1 years. The Company anticipates finalizing the fair values of intangible assets in the first quarter of 2016. The final goodwill1.6 years and intangible assets recorded on the Company's consolidated statements of financial condition may differ from that reflected herein as a result of measurement period adjustments.4.0 years, respectively.

Intangible assets with determinable lives consist of customer relationships and non-competition agreements. The intangible assets are amortized over their original estimated useful lives ranging from one to ten years.the Simmons trade name. The following table summarizes the future aggregate amortization expense of the Company's intangible assets with determinable lives for the years ended:
(Dollars in thousands)  
2016$10,412
20176,109
20185,497
$10,460
20194,989
8,001
Thereafter663
20201,256
2021258
Total$27,670
$19,975

Note 1514 Fixed Assets

December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Furniture and equipment$31,953
 $28,669
$38,506
 $37,712
Leasehold improvements25,213
 23,697
31,290
 31,982
Software13,692
 13,132
11,327
 13,957
Total70,858
 65,498
81,123
 83,651
Accumulated depreciation and amortization(51,874) (47,327)(55,944) (58,308)
$18,984
 $18,171
$25,179
 $25,343

For the years ended December 31, 20152017, 20142016 and 20132015, depreciation and amortization of furniture and equipment, leasehold improvements and software from continuing operations totaled $5.17.3 million, $5.36.4 million and $5.65.1 million, respectively, and are included in occupancy and equipment expense on the consolidated statements of operations.

Note 1615 Short-Term Financing

Outstanding Balance             Weighted Average Interest RateOutstanding Balance Weighted Average Interest Rate
December 31, December 31, December 31, December 31,December 31, December 31, December 31, December 31,
(Dollars in thousands)2015 2014 2015 20142017 2016 2017 2016
Commercial paper (secured)$276,894
 $238,013
 1.74% 1.48%$49,974
 $147,021
 2.32% 2.12%
Prime broker arrangement169,296
 127,754
 1.07% 0.91%
Bank lines (secured)
 12,000
 N/A
 1.50%
Prime broker arrangements239,963
 271,811
 2.23% 1.49%
Total short-term financing$446,190
 $377,767
    $289,937
 $418,832
    

The Company issues secured commercial paper to fund a portion of its securities inventory. The commercial paper notes (“("CP Notes”Notes") can be issued with maturities of 27 days to 270 days from the date of issuance. The CP Notes are currently issued under threetwo separate programs, CP Series A CP Series II A and CP Series IIIII A, and are secured by different inventory classes. CP Series III A was discontinued during the third quarter of 2017. As of December 31, 20152017, the weighted average maturity of outstanding CP Series A, CP Series II A and CP Series III ANotes was 658 days, 55 days and 21 days, respectively.. The CP Notes are interest bearing or sold at a discount to par with an interest rate based on LIBOR plus an applicable margin. CP Series IIIII A includes a revised covenant that requires the Company’sCompany's U.S. broker dealer subsidiary to maintain excess net capital of $120$100 million.


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Notes to the Consolidated Financial Statements – Continued


The Company has established an arrangementarrangements to obtain financing with a prime brokerbrokers related to its municipal bond funds.fund and convertible securities. Financing under this arrangementthese arrangements is primarily secured by certain securities, primarily municipal and convertible securities, and collateral limitations could reduce the amount of funding available under this arrangement. The primethe arrangements. Prime broker financing activities are recorded net of receivables from trading activity. The funding is at the discretion of the prime brokerbrokers subject to a notice period.

The Company has both committed and uncommitted short-term bank line financing available on a secured basis and uncommitted short-term bank line financing available on both a secured and unsecured basis. The Company uses these credit facilities in the ordinary course of business to fund a portion of its daily operations and the amount borrowed under these credit facilities varies daily based on the Company’sCompany's funding needs.
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The Company’sCompany's committed short-term bank line financing at December 31, 20152017 consisted of a one-year $250200 million committed revolving credit facility with U.S. Bank, N.A., which was renewed in December 2015.2017. Advances under this facility are secured by certain marketable securities. The facility includes a covenant that requires the Company’sCompany's U.S. broker dealer subsidiary to maintain minimum net capital of $120 million, and the unpaid principal amount of all advances under this facility will be due on December 17, 2016.14, 2018. The Company pays a nonrefundable commitment fee on the unused portion of the facility on a quarterly basis. At December 31, 20152017, the Company had no advances against this line of credit.

The Company’sCompany's uncommitted secured linesline at December 31, 20152017 totaled $18585 million with two banks and areis dependent on having appropriate collateral, as determined by the bank agreement, to secure an advance under the line. The availability of the Company’sCompany's uncommitted lines areline is subject to approval by the individual banksbank each time an advance is requested and may be denied. At December 31, 20152017, the Company had no advances against these linesthis line of credit.

Note 1716 Senior Notes

The Company has entered into variable and fixed rate senior notes with certain entities advised by Pacific Investment Management Company ("PIMCO"). The following table presents the outstanding balance by note class at December 31, 2015 and 2014, respectively.class:

Outstanding BalanceOutstanding Balance
December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Class A Notes$50,000
 $50,000
$
 $50,000
Class B Notes
 75,000
Class C Notes125,000
 
125,000
 125,000
Total senior notes$175,000
 $125,000
$125,000
 $175,000

On October 8, 2015, the Company entered into a second amended and restated note purchase agreement ("Second Amended and Restated Note Purchase Agreement") under which the Company issued $125 million of fixed rate Class C Notes. The Class C Notes bear interest at an annual fixed rate of 5.06 percent, are payable semi-annually and mature on October 9, 2018. The variable rate Class A Notes bear interest at a rate equal to three-month LIBOR plus 3.00 percent, adjusted and payable quarterly and mature on May 31, 2017. The variable rate Class B Notes were repaid by the Company on November 30, 2015, from the proceeds of the Class C Notes. The unpaid principal amounts areamount is due in full on the respective maturity datesdate and may not be prepaid by the Company. The variable rate Class A Notes were repaid by the Company upon maturity on May 31, 2017.

The Second Amended and Restated Note Purchase Agreement includes customary events of default and covenants that, among other things, require the Company to maintain a minimum consolidated tangible net worth and regulatory net capital, limit the Company's leverage ratio and require the Company to maintain a minimum ratio of operating cash flow to fixed charges. With respect to the net capital covenant, the Company's U.S. broker dealer subsidiary is required to maintain minimum net capital of $120 million. At December 31, 20152017, the Company was in compliance with all covenants.

The senior notes are recorded at amortized cost. As ofcost which approximate fair value at December 31, 2015, the carrying value of the senior notes approximated fair value.2017.


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Notes to the Consolidated Financial Statements – Continued


Note 1817 Contingencies, Commitments and Guarantees

Legal Contingencies

The Company has been named as a defendant in various legal actions, including complaints and litigation and arbitration claims, arising from its business activities. Such actions include claims related to securities brokerage and investment banking activities, and certain class actions that primarily allege violations of securities laws and seek unspecified damages, which could be substantial. Also, the Company is involved from time to time in investigations and proceedings by governmental agencies and self-regulatory organizations (“SROs”("SROs") which could result in adverse judgments, settlement, penalties, fines or other relief.

The Company has established reserves for potential losses that are probable and reasonably estimable that may result from pending and potential legal actions, investigations and regulatory proceedings. Reasonably possible losses in excess of amounts accrued at December 31, 2017 are not material. In many cases, however, it is inherently difficult to determine whether any loss is probable or even possible or to estimate the amount or range of any potential loss, particularly where proceedings may be in relatively early stages or where plaintiffs are seeking substantial or indeterminate damages. Matters frequently need to be more developed before a loss or range of loss can reasonably be estimated.

Given uncertainties regarding the timing, scope, volume and outcome of pending and potential legal actions, investigations and regulatory proceedings and other factors, the amounts of reserves and ranges of reasonably possible losses are difficult to determine and of necessity subject to future revision. Subject to the foregoing, management of the Company believes, based on currently available information, after consultation with outside legal counsel and taking into account its established reserves, that pending legal actions, investigations and regulatory proceedings will be resolved with no material adverse effect on the consolidated statements of financial condition, results of operations or cash flows of the Company. However, if during any period a potential adverse contingency should become probable or resolved for an amount in excess of the established reserves, the results of operations and cash flows in that period and the financial condition as of the end of that period could be materially adversely affected. In addition, there can be no assurance that material losses will not be incurred from claims that have not yet been brought to the Company’sCompany's attention or are not yet determined to be reasonably possible.

Several class action complaints were brought on behalf of a purported class of state, local and municipal government entities in connection with the bidding or sale of municipal investment contracts and municipal derivative products directly from one of the defendants or through a broker, from January 1, 1992, to the present. The complaints, which have been consolidated into a single nationwide class action entitled In re Municipal Derivatives Antitrust Litigation, MDL No. 1950 (Master Docket No. 08-2516), allege antitrust violations and are pending in the U.S. District Court for the Southern District of New York under the multi-district litigation rules. The consolidated complaint seeks unspecified treble damages under Section 1 of the Sherman Act. Several California municipalities also brought separate class action complaints in California federal court, and approximately eighteen California municipalities and two New York municipalities filed individual lawsuits that are not as part of class actions, all of which have since been transferred to the Southern District of New York and consolidated for pretrial purposes. All three sets of complaints assert similar claims under federal (and for the California and New York plaintiffs, state) antitrust claims. The plaintiffs in the consolidated class action and Piper Jaffray entered into a settlement agreement for In re Municipal Derivatives Antitrust Litigation on February 22, 2016. The settlement is subject to court approval after notice to the class. If approved, Piper Jaffray will be required to pay $9.8 million to settle the MDL class action. Litigation in the separate California and New York cases is ongoing.

Litigation-related reserve activity from continuing operations included within other operating expenses resulted in expense of $9.7$0.1 million, primarily $0.3 million, and $9.7 million (primarily related to the MDLa municipal derivatives class action litigation, expense of $0.8 million, and a benefit of $4.1 million primarily attributable to the receipt of insurance proceeds for the reimbursement of prior legal settlementssettlement paid in 2016) for the years ended December 31, 2017, 2016 and 2015, 2014 and 2013, respectively.


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Operating Lease Commitments

The Company leases office space throughout the United States and in a limited number of foreign countries where the Company’sCompany's international operations reside. Aggregate minimum lease commitments under operating leases as of December 31, 20152017 are as follows:
(Dollars in thousands)  
2016$12,872
201710,169
20189,694
$14,509
20199,103
12,884
20208,578
12,214
20217,888
20226,544
Thereafter17,884
14,872
$68,300
Total$68,911

Total minimum rentals to be received from 20162018 through 20202022 under noncancelable subleases were $6.14.5 million at December 31, 20152017.

Rental expense, including operating costs and real estate taxes, from continuing operations was $13.717.1 million, $13.817.3 million and $12.913.7 million for the years ended December 31, 20152017, 20142016 and 20132015, respectively.

FundPiper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Investment Commitments

As of December 31, 20152017, the Company had commitments to invest approximately $32.8$72.5 million in limited partnerships or limited liability companies that make direct or indirect equity or debt investments in private equity companies or provide financing for senior living facilities.

Other Guarantees

The Company is a member of numerous exchanges and clearinghouses.exchanges. Under the membership agreements with these entities, members generally are required to guarantee the performance of other members, and if a member becomes unable to satisfy its obligations to the clearinghouse,exchange, other members would be required to meet shortfalls. To mitigate these performance risks, the exchanges and clearinghouses often require members to post collateral. In addition, the Company identifies and guarantees certain clearing agents against specified potential losses in connection with providing services to the Company or its affiliates. The Company’sCompany's maximum potential liability under these arrangements cannot be quantified. However, management believes the likelihood that the Company would be required to make payments under these arrangements is remote. Accordingly, no liability is recorded in the consolidated financial statements for these arrangements.

Concentration of Credit Risk

The Company provides investment, capital-raising and related services to a diverse group of domestic and foreign customers, including governments, corporations, and institutional and individual investors. The Company’sCompany's exposure to credit risk associated with the non-performance of customers in fulfilling their contractual obligations pursuant to securities transactions can be directly impacted by volatile securities markets, credit markets and regulatory changes. This exposure is measured on an individual customer basis and on a group basis for customers that share similar attributes. To alleviate the potential for risk concentrations, counterparty credit limits have been implemented for certain products and are continually monitored in light of changing customer and market conditions.


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Note 1918 Restructuring

The Company incurred the following pre-tax restructuring charges of $9.4 million for the year ended December 31, 2015 within the Capital Markets segment. The charges included severance benefits of $8.8 millionsegment primarily in conjunction with the 2015 acquisitions discussed in Note 4. The restructuring charges included severance, benefits and outplacement costs associated with the termination of approximately 70 employees. The Company also incurred contract termination costs of $0.6 million.its acquisition activities.
 Year Ended December 31,
(Dollars in thousands)2017 2016 2015
Severance, benefits and outplacement costs$
 $6,608
 $8,806
Vacated redundant leased office space
 1,320
 
Contract termination costs
 1,026
 546
Total pre-tax restructuring charges$
 $8,954
 $9,352

For the year ended December 31, 2013, the Company incurred pre-tax restructuring charges of $3.6 million from continuing operations. The charges included severance benefits of $2.4 million, $0.5 million for vacating redundant leased office space and $0.7 million for contract termination costs.

Note 2019 Shareholders’Shareholders' Equity

The certificate of incorporation of Piper Jaffray Companies provides for the issuance of up to 100,000,000 shares of common stock with a par value of $0.01$0.01 per share and up to 5,000,000 shares of undesignated preferred stock with a par value of $0.01$0.01 per share.

Common Stock

The holders of Piper Jaffray Companies common stock are entitled to one vote per share on all matters to be voted upon by the shareholders. Subject to preferences that may be applicable to any outstanding preferred stock of Piper Jaffray Companies, the holders of its common stock are entitled to receive ratably such dividends, if any, as may be declared from time to time by the Piper Jaffray Companies board of directors out of funds legally available for that purpose. There are also restrictions on the payment of dividends as set forth in Note 24. The Company's board of directors determines the declaration and payment of dividends on a quarterly basis, and is free to change the Company's dividend policy at any time. Piper Jaffray Companies doesdid not currently pay cash dividends on its common stock. Additionally, there arestock in 2016 or 2015.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Dividends

Beginning in 2017, the Company initiated the payment of a quarterly cash dividend restrictionsto holders of its common stock, which includes unvested restricted shares. The Company declared and paid dividends of $1.25 per share, totaling $19.0 million, for the year ended December 31, 2017. In addition, the Company's board of directors approved a new dividend policy with the intention of returning a metric based on net income from the previous fiscal year. This will include an annual special cash dividend, payable in the first quarter of each year, beginning in 2018.

On February 1, 2018, the Company's board of directors declared both a quarterly and annual special cash dividend on its common stock of $0.375 and $1.62 per share, respectively, to be paid on March 15, 2018, to shareholders of record as set forth in Note 25.of the close of business on February 26, 2018.

In the event that Piper Jaffray Companies is liquidated or dissolved, the holders of its common stock are entitled to share ratably in all assets remaining after payment of liabilities, subject to any prior distribution rights of Piper Jaffray Companies preferred stock, if any, then outstanding. Currently, there is no outstanding preferred stock. The holders of the common stock have no preemptive or conversion rights or other subscription rights. There are no redemption or sinking fund provisions applicable to Piper Jaffray Companies common stock.

During the year ended December 31, 2013, the Company repurchased 1,719,662 shares at an average price of $32.52 per share for an aggregate purchase price of $55.9 million. During the year ended December 31, 2014, the Company did not repurchase any shares of the Company’s outstanding common stock.Share Repurchases

Effective October 1, 2014, the Company's board of directors authorized the repurchase of up to $100.0 million in common shares through September 30, 2016. Effective August 14, 2015, the Company's board of directors authorized the repurchase of up to an additional $150.0 million in common shares through September 30, 2017. In 2017, the Company repurchased 36,936 shares at an average price of $67.62 per share for an aggregate purchase price of $2.5 million related to this authorization. During the year ended December 31, 2016, the Company repurchased 1,536,226 shares at an average price of $38.89 per share for an aggregate purchase price of $59.7 million related to this authorization. During the year ended December 31, 2015, the Company repurchased 2,459,400 shares at an average price of $48.17 per share for an aggregate purchase price of $118.5 million related to thesethe August 2015 and prior authorizations. The Company has $131.5

On August 10, 2017, the Company's board of directors authorized the repurchase of up to $150.0 million remaining under these authorizations.in common shares, effective from September 30, 2017 through September 30, 2019. No repurchases have been made in conjunction with this authorization through December 31, 2017.

The Company also purchases shares of common stock from restricted stock award recipients upon the award vesting as recipients sell shares to meet their employment tax obligations. The Company purchased 314,542 shares or $23.0 million; 261,685 shares or $11.1 million, and 281,180 shares or $14.5 million 256,055 shares or $10.9 million and 386,713 shares or $15.5 million of the Company’sCompany's common stock for this purpose during the years ended December 31, 2017, 2016 and 2015, 2014 and 2013, respectively.

Issuance of Shares

The Company issues common shares out of treasury stock as a result of employee restricted share vesting and exercise transactions as discussed in Note 22.21. During the years ended December 31, 2015, 20142017, 2016 and 2013,2015, the Company issued 503,571867,327 shares, 774,194854,416 shares and 786,467784,751 shares, respectively, related to these obligations. The Company also issued common shares out of treasury stock related to obligations under the Piper Jaffray Companies Retirement Plan (the "Retirement Plan"). During the years ended December 31, 2014 and 2013, the Company issued 103,598 shares or $4.2 million and 96,049 shares or $3.9 million, respectively, out of treasury stock in fulfillment of these obligations.


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Preferred Stock

The Piper Jaffray Companies board of directors has the authority, without action by its shareholders, to designate and issue preferred stock in one or more series and to designate the rights, preferences and privileges of each series, which may be greater than the rights associated with the common stock. It is not possible to state the actual effect of the issuance of any shares of preferred stock upon the rights of holders of common stock until the Piper Jaffray Companies board of directors determines the specific rights of the holders of preferred stock. However, the effects might include, among other things, the following: restricting dividends on its common stock, diluting the voting power of its common stock, impairing the liquidation rights of its common stock and delaying or preventing a change in control of Piper Jaffray Companies without further action by its shareholders.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Noncontrolling Interests

The consolidated financial statements include the accounts of Piper Jaffray Companies, its wholly owned subsidiaries and other entities in which the Company has a controlling financial interest. Noncontrolling interests represent equity interests in consolidated entities that are not attributable, either directly or indirectly, to Piper Jaffray Companies. Noncontrolling interests include the minority equity holders’holders' proportionate share of the equity in merchant banking funds of $42.7 million and a senior living fund aggregating $5.2 million as of December 31, 2017. As of December 31, 2016, noncontrolling interests included the minority equity holders' proportionate share of the equity in a municipal bond fund with limited employee investors of $7.0 million, a merchant banking fund of $31.8$35.0 million, and private investment vehicles aggregating $10.4 million as of December 31, 2015. As of December 31, 2014, noncontrolling interests included the minority equity holders’ proportionate share of the equity in a municipal bond fund with outsideemployee investors of $117.0 million, a merchant banking fund of $24.7$9.2 million and private investment vehiclesa senior living fund aggregating $7.8$12.8 million. The Company closed and completed liquidation of the municipal bond fund with outside investors in 2015.

Ownership interests in entities held by parties other than the Company’sCompany's common shareholders are presented as noncontrolling interests within shareholders’shareholders' equity, separate from the Company’sCompany's own equity. Revenues, expenses and net income or loss are reported on the consolidated statements of operations on a consolidated basis, which includes amounts attributable to both the Company’sCompany's common shareholders and noncontrolling interests. Net income or loss is then allocated between the Company and noncontrolling interests based upon their relative ownership interests. Net income applicable to noncontrolling interests is deducted from consolidated net income to determine net income applicable to the Company. There was no other comprehensive income or loss attributed to noncontrolling interests for the years ended December 31, 2015, 20142017, 2016 and 2013.2015.

Note 2120 Employee Benefit Plans

The Company has various employee benefit plans, and substantially all employees are covered by at least one plan. The plans include health and welfare plans and a tax-qualified retirement plan (the “Retirement Plan”"Retirement Plan"). During the years ended December 31, 20152017, 20142016 and 20132015, the Company incurred employee benefits expenses from continuing operations of $15.119.9 million, $13.217.6 million and $12.115.1 million, respectively.

Health and Welfare Plans

Company employees who meet certain work schedule and service requirements are eligible to participate in the Company’sCompany's health and welfare plans. The Company subsidizes the cost of coverage for employees. The health plans contain cost-sharing features such as deductibles and coinsurance.

The Company is self-insured for losses related to health claims, although it obtains third party stop loss insurance coverage on both an individual and a group plan basis. Self-insured liabilities are based on a number of factors, including historical claims experience, an estimate of claims incurred but not reported and valuations provided by third party actuaries. For the years ended December 31, 20152017, 20142016 and 20132015, the Company recognized expense of $9.112.0 million, $7.710.4 million and $7.29.1 million, respectively, in compensation and benefits expense from continuing operations on the consolidated statements of operations related to its health plans.


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Notes to the Consolidated Financial Statements – Continued


Retirement Plan

The Retirement Plan consists of a defined contribution retirement savings plan. The defined contribution retirement savings plan allows qualified employees, at their option, to make contributions through salary deductions under Section 401(k) of the Internal Revenue Code. Employee contributions are 100 percent matched by the Company to a maximum of six percent of recognized compensation up to the social security taxable wage base. Although the Company’sCompany's matching contribution vests immediately, a participant must be employed on December 31 to receive that year’syear's matching contribution.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Note 2221 Compensation Plans

Stock-Based Compensation Plans

The Company maintains onetwo stock-based compensation plan,plans, the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (the “Incentive Plan”"Incentive Plan") and the 2016 Employment Inducement Award Plan (the "Inducement Plan"). The Company’sCompany's equity awards are recognized on the consolidated statements of operations at grant date fair value over the service period of the award, net of estimatedless forfeitures.

The following table provides a summary of the Company’sCompany's outstanding Incentive Plan equity awards (in shares or units) as of December 31, 2015:2017:
Incentive Plan
Restricted Stock 
Annual grants932,377903,821
Sign-on grants355,538240,424
 1,287,9151,144,245
Inducement Plan
Restricted Stock260,231
 
Total restricted stock related to compensation1,404,476
Simmons Deal Consideration (1)821,141
Total restricted stock outstanding2,225,617
Incentive Plan 
Restricted Stock Units 
Market conditon leadershipLeadership grants356,242
Stock Options157,201244,772
(1)The Company issued restricted stock with service conditions as part of deal consideration for the acquisition of Simmons. See Note 4 for further discussion.

Incentive Plan

The Incentive Plan permits the grant of equity awards, including restricted stock, restricted stock units and non-qualified stock options, to the Company’sCompany's employees and directors for up to 8.2 million shares of common stock (1.61.0 million shares remained available for future issuance under the Incentive Plan as of December 31, 20152017). The Company believes that such awards help align the interests of employees and directors with those of shareholders and serve as an employee retention tool. The Incentive Plan provides for accelerated vesting of awards if there is a severance event, a change in control of the Company (as defined in the Incentive Plan), in the event of a participant’sparticipant's death, and at the discretion of the compensation committee of the Company’sCompany's board of directors.

Restricted Stock Awards

Restricted stock grants are valued at the market price of the Company’sCompany's common stock on the date of grant and are amortized over the related requisite service period. The Company grants shares of restricted stock to current employees as part of year-end compensation (“("Annual Grants”Grants") and as a retention tool. Employees may also receive restricted stock upon initial hiring or as a retention award (“("Sign-on Grants”Grants").

The Company’sCompany's Annual Grants are made each year in February. Annual Grants vest ratably over three years in equal installments. The Annual Grants provide for continued vesting after termination of employment, so long as the employee does not violate certain post-termination restrictions set forth in the award agreement or any agreements entered into upon termination. The Company determined the service inception date precedes the grant date for the Annual Grants, and that the post-termination restrictions do not meet the criteria for an in-substance service condition, as defined by ASC 718. Accordingly, restricted stock granted as part of the Annual Grants is expensed in the one-year period in which those awards are deemed to be earned, which is generally the calendar year preceding the February grant date. For example, the Company recognized compensation expense during fiscal 20152017 for its February 20162018 Annual Grant. If an equity award related to the Annual Grants is forfeited as a result of violating the post-terminationpost-
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


termination restrictions, the lower of the fair value of the award at grant date or the fair value of the award at the date of forfeiture is recorded within the consolidated statements of operations as a reversal of compensation expense.

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Sign-on Grants are used as a recruiting tool for new employees and are issued to current employees as a retention tool. These awards have both cliff and ratable vesting terms, and the employees must fulfill service requirements in exchange for rights to the awards. Compensation expense is amortized on a straight-line basis from the grant date over the requisite service period, generally twoone to five years. Employees forfeit unvested shares upon termination of employment and a reversal of compensation expense is recorded.

Annually, the Company grants stock to its non-employee directors. The stock-based compensation paid to non-employee directors is fully expensed on the grant date and included within outside services expense on the consolidated statements of operations.

Restricted Stock Units

The Company grants restricted stock units to its leadership team (“("Leadership Grants”Grants").

In the fourth quarter of 2017, the compensation committee of the Company’s board of directors included defined retirement provisions in its Leadership Grants, beginning with the February 2018 grant. Certain grantees meeting defined age and service requirements will be fully vested in the awards as long as performance and post-termination obligations are met throughout the performance period.  These grants are expensed in the period in which those awards are deemed to be earned, which is the calendar year preceding the February grant date.  For example, the Company recognized compensation expense for retirement-eligible grantees in fiscal 2017 for its February 2018 Leadership Grant.

2017 Leadership Grant

Restricted stock units granted in 2017 will vest and convert to shares of common stock at the end of the performance period only if the Company satisfies predetermined performance and/or market conditions over the 36-month performance period from January 1, 2017 through December 31, 2019. Under the terms of the award, the number of units that will actually vest and convert to shares will be based on the extent to which the Company achieves specified targets during the performance period. The maximum payout leverage under this grant is 150 percent.

Up to 75 percent of the award can be earned based on the Company achieving certain average adjusted return on equity targets, as defined in the terms of the award agreement. The fair value of this portion of the award was based on the closing price of the Company's common stock on the grant date. If the Company determines that it is probable that the performance condition will be achieved, compensation expense is amortized on a straight-line basis over the 36-month performance period. The probability that the performance condition will be achieved is reevaluated each reporting period with changes in estimated outcomes accounted for using a cumulative effect adjustment to compensation expense. Compensation expense will be recognized only if the performance condition is met. Employees forfeit unvested share units upon termination of employment with a corresponding reversal of compensation expense. As of December 31, 2017, the Company has determined that the performance condition is probable of achieving 75 percent of the grant award.

Up to 75 percent of the award can be earned based on the Company's total shareholder return relative to members of a predetermined peer group. The market condition must be met for the award to vest and compensation cost will be recognized regardless if the market condition is satisfied. Compensation expense is amortized on a straight-line basis over the 36-month requisite service period. Employees forfeit unvested share units upon termination of employment with a corresponding reversal of compensation expense. For this portion of the award, the fair value on the grant date was determined using a Monte Carlo simulation with the following assumptions:
  Risk-free Expected Stock
Grant Year Interest Rate Price Volatility
2017 1.62% 35.9%

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Because the market condition portion of the award vesting depends on the Company's total shareholder return relative to a peer group, the valuation modeled the performance of the peer group as well as the correlation between the Company and the peer group. The expected stock price volatility assumption was determined using historical volatility, as correlation coefficients can only be developed through historical volatility. The risk-free interest rate was determined based on the three-year U.S. Treasury bond yield.

Leadership Grants Prior to 2017

Restricted stock units granted prior to 2017 contain market condition criteria and will vest and convert to shares of common stock at the end of each 36-month36-month performance period only if the Company's stock performance satisfies predetermined market conditions over the performance period. Under the terms of the grants, the number of units that will vest and convert to shares will be based on the Company's stock performance achieving specified market conditionstargets during each performance period as described below.period. Compensation expense is amortized on a straight-line basisrecognized over the three-year requisite service period based on the fair value of the award on the grant date. The market condition must be met for the awards to vest and compensation cost will be recognized regardless if the market condition is satisfied. Employees forfeit unvested share units upon termination of employment with a corresponding reversal of compensation expense.each 36-month performance period.

Up to 50 percent of the awardthese awards can be earned based on the Company’sCompany's total shareholder return relative to members of a predetermined peer group and up to 50 percent of the awardawards can be earned based on the Company’sCompany's total shareholder return. The fair value of the awards on the grant date was determined using a Monte Carlo simulation with the following assumptions:
 Risk-free Expected Stock Risk-free Expected Stock
Grant Year Interest Rate Price Volatility Interest Rate Price Volatility
2016 0.98% 34.9%
2015 0.90% 29.8% 0.90% 29.8%
2014 0.82% 41.3% 0.82% 41.3%
2013 0.40% 44.0%

Because a portion of the award vesting depends on the Company’s total shareholder return relative to a peer group, the valuation modeled the performance of the peer group as well as the correlation between the Company and the peer group. The expected stock price volatility assumptions were determined using historical volatility, as correlation coefficients can only be developed through historical volatility. The risk-free interest rates were determined based on three-yearthree-year U.S. Treasury bond yields.

Stock Options

The Company previously granted options to purchase Piper Jaffray Companies common stock to employees and non-employee directors in fiscal years 2004 through 2008. Employee and director options were expensed by the Company on a straight-line basis over the required service period, based on the estimated fair value of the award on the date of grant using a Black-Scholes option-pricing model. As described above pertaining to the Company’sCompany's Annual Grants of restricted shares, stock options granted to employees were expensed in the calendar year preceding the annual February grant date. For example, the Company recognized compensation expense during fiscal 2007 for its February 2008 option grant. The maximum term of the stock options granted to employees and directors is was ten years. The Company has not granted stock options since 2008.2008, and all awards have been exercised or expired as of March 31, 2017.

Inducement Plan

In 2010, theThe Company established the 2010 Employment Inducement Award Plan (the "Inducement Plan") in conjunction with the acquisition of ARI.Simmons. The Company granted $7.0$11.6 million (286,776 shares) in restricted stock (158,801 shares) under the Inducement Plan to ARI employees upon closing of the transaction.on May 15, 2016. These shares vested ratably over five yearscliff vest in equal annual installments ending on March 1, 2015. The Company terminated thethree years. Inducement Plan in March 2015.awards are amortized as compensation expense on a straight-line basis over the vesting period. Employees forfeit unvested Inducement Plan shares upon termination of employment and a reversal of compensation expense is recorded.


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Notes to the Consolidated Financial Statements – Continued


Stock-Based Compensation Activity

The Company recorded total compensation expense within continuing operations of $48.2$39.1 million,, $28.2 $54.1 million and $21.0$48.2 million for the years ended December 31, 2015, 20142017, 2016 and 2013,2015, respectively, related to employee restricted stock and restricted stock unit awards. Total compensation cost includes year-end compensation for Annual GrantsForfeitures were $3.0 million, $1.4 million and the amortization of Sign-on and Leadership Grants, less forfeitures of $0.5 million, $0.7 million and $1.0$0.5 million for the years ended December 31, 20152017, 20142016 and 2013,2015, respectively. The tax benefit related to stock-based compensation costsexpense totaled $18.89.7 million, $11.014.2 million and $8.2$18.8 million for the years ended December 31, 20152017, 20142016 and 2013,2015, respectively.

The following table summarizes the changes in the Company’sCompany's unvested restricted stock under the Incentive Plan and Inducement Plan:stock:
Unvested Weighted AverageUnvested Weighted Average
Restricted Stock Grant DateRestricted Stock Grant Date
(in Shares) Fair Value      (in Shares) Fair Value 
December 31, 20122,322,438
 $37.01
Granted682,760
 38.35
Vested(1,165,989) 39.83
Canceled(257,147) 38.30
December 31, 20131,582,062
 $35.25
Granted421,728
 40.57
Vested(883,761) 36.22
Canceled(24,724) 36.02
December 31, 20141,095,305
 $36.51
1,095,305
 $36.51
Granted783,758
 51.08
783,758
 51.08
Vested(575,716) 34.72
(575,716) 34.72
Canceled(15,432) 40.83
(15,432) 40.83
December 31, 20151,287,915
 $46.20
1,287,915
 $46.20
Granted2,359,672
 41.87
Vested(623,961) 44.89
Canceled(149,509) 42.49
December 31, 20162,874,117
 $43.12
Granted248,749
 77.78
Vested(717,782) 45.08
Canceled(179,467) 42.70
December 31, 20172,225,617
 $46.40

The fair value of restricted stock that vested during the years ended December 31, 20152017, 20142016 and 20132015 was $20.032.4 million, $32.028.0 million and $46.420.0 million, respectively.

The following table summarizes the changes in the Company’sCompany's unvested restricted stock units under the Incentive Plan:units:
Unvested Weighted AverageUnvested Weighted Average
Restricted Grant DateRestricted Grant Date
Stock Units       Fair Value      Stock Units Fair Value      
December 31, 2012173,271
 $12.12
Granted117,265
 21.32
Vested
 
Canceled
 
December 31, 2013290,536
 $15.83
Granted115,290
 23.42
Vested
 
Canceled
 
December 31, 2014405,826
 $17.99
405,826
 $17.99
Granted123,687
 21.83
123,687
 21.83
Vested(149,814) 12.12
(149,814) 12.12
Canceled(23,457) 12.12
(23,457) 12.12
December 31, 2015356,242
 $22.18
356,242
 $22.18
Granted135,483
 19.93
Vested(117,265) 21.32
Canceled
 
December 31, 2016374,460
 $21.63
Granted35,981
 84.10
Vested(115,290) 23.42
Canceled(50,379) 31.73
December 31, 2017244,772
 $27.89
 
As of December 31, 20152017, there was $15.223.2 million of total unrecognized compensation cost related to restricted stock and restricted stock units expected to be recognized over a weighted average period of 2.3 years1.3. years.


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Notes to the Consolidated Financial Statements – Continued


The following table summarizes the changes in the Company’s outstandingCompany's stock options:
     Weighted Average  
   Weighted Remaining  
 Options Average Contractual Term Aggregate
 Outstanding       Exercise Price      (in Years) Intrinsic Value
December 31, 2012486,563
 $44.76
 2.9 $94,150
Granted
 
    
Exercised
 
    
Canceled(17,274) 42.85
    
December 31, 2013469,289
 $44.83
 2.0 $288,318
Granted
 
    
Exercised(137,864) 39.55
    
Canceled(55) 39.62
    
Expired(113,497) $47.72
    
December 31, 2014217,873
 $46.66
 2.0 $3,066,839
Granted
 
    
Exercised(50,671) 36.62
    
Canceled
 
    
Expired(10,001) 39.62
    
December 31, 2015157,201
 $50.35
 1.6 $
        
Options exercisable at December 31, 2013469,289
 $44.83
 2.0 $288,318
Options exercisable at December 31, 2014217,873
 $46.66
 2.0 $3,066,839
Options exercisable at December 31, 2015157,201
 $50.35
 1.6 $

Additional information regarding Piper Jaffray Companies options outstanding as of December 31, 2015 is as follows:
  Options Outstanding Exercisable Options
    Weighted Average      
    Remaining Weighted   Weighted
Range of   Contractual Average   Average
Exercise Prices Shares Life (in Years) Exercise Price Shares Exercise Price
$41.09 99,147
 2.1 $41.09
 99,147
 $41.09
$47.85 10,641
 0.1 $47.85
 10,641
 $47.85
$70.13 - $70.65 47,413
 0.9 $70.26
 47,413
 $70.26
     Weighted Average  
   Weighted Remaining  
 Options Average Contractual Term Aggregate
 Outstanding Exercise Price      (in Years) Intrinsic Value
December 31, 2014217,873
 $46.66
 2.0 $3,066,839
Granted
 
    
Exercised(50,671) 36.62
    
Canceled
 
    
Expired(10,001) 39.62
    
December 31, 2015157,201
 $50.35
 1.6 $
Granted
 
    
Exercised(104,175) 43.75
    
Canceled
 
    
Expired(22,413) 59.83
    
December 31, 201630,613
 $65.86
 0.3 $203,291
Granted
 
    
Exercised(26,149) 65.13
    
Canceled
 
    
Expired(4,464) 70.13
    
December 31, 2017
 $
 0 $
        
Options exercisable at December 31, 2015157,201
 $50.35
 1.6 $
Options exercisable at December 31, 201630,613
 $65.86
 0.3 $203,291
Options exercisable at December 31, 2017
 $
 0 $

As of December 31, 20152017, there was no unrecognized compensation cost related to stock options expected to be recognized over future years.

The intrinsic value of options exercised and the resulting tax benefit realized was $0.3 million and $0.1 million, respectively, for the year ended December 31, 2017. For the year ended December 31, 2016, the intrinsic value of options exercised and the resulting tax benefit realized was $2.0 million and $0.8 million, respectively. For the year ended December 31, 2015, the intrinsic value of options exercised and the resulting tax benefit realized was $0.9 million and $0.3 million, respectively, for the year ended December 31, 2015. For the year ended December 31, 2014, the intrinsic value of options exercised and the resulting tax benefit realized was $1.7 million and $0.7 million, respectively. There were no options exercised during the year ended December 31, 2013.

The Company has a policy of issuing shares out of treasury (to the extent available) to satisfy share option exercises and restricted stock vesting. The Company expects to withhold approximately 0.3 million shares from employee equity awards vesting in 2016,2018, related to employee individual income tax withholding obligations on restricted stock vesting. For accounting purposes, withholding shares to cover employees’employees' tax obligations is deemed to be a repurchase of shares by the Company.


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Notes to the Consolidated Financial Statements – Continued


Deferred Compensation Plans

The Company maintains various deferred compensation arrangements for employees.

The nonqualified deferred compensation plan is an unfunded plan which allows certain highly compensated employees, at their election, to defer a percentage of their base salary, commissions and/or cash bonuses. The deferrals vest immediately and are non-forfeitable. The amounts deferred under this plan are held in a grantor trust. The Company invests, as a principal, in investments to economically hedge its obligation under the nonqualified deferred compensation plan. Investments in the grantor trust, consisting of mutual funds, totaled $14.631.5 million and $6.6$24.4 million as of December 31, 20152017 and 2014,2016, respectively, and are included in investments on the consolidated statements of financial condition. The compensation deferred by the employees is expensed in the period earned. The deferred compensation liability was $14.531.6 million and $6.6$24.5 million as of December 31, 20152017 and 2014,2016, respectively. Changes in the fair value of the investments made by the Company are reported in investment income and changes in the corresponding deferred compensation liability are reflected as compensation and benefits expense on the consolidated statements of operations. On August 9, 2017, the Company's board of directors approved the discontinuance of future deferral elections by participants for performance periods beginning after December 31, 2017.

The Piper Jaffray Companies Mutual Fund Restricted Share Investment Plan is a fully funded deferred compensation plan which allows eligible employees to elect to receive a portion of the incentive compensation they would otherwise receive in the form of restricted stock, instead in restricted mutual fund shares ("MFRS Awards") of registered funds managed by the Company's asset management business.investment funds. MFRS Awards are awarded to qualifying employees in February of each year, and represent a portion of their compensation for performance in the preceding year similar to the Company's Annual Grants. MFRS Awards vest ratably over three years in equal installments and provide for continued vesting after termination of employment so long as the employee does not violate certain post-termination restrictions set forth in the award agreement or any agreement entered into upon termination. Forfeitures are recorded as a reduction of compensation and benefits expense within the consolidated statements of operations. MFRS Awards are owned by employee recipients (subject to the aforementioned vesting restrictions) and as such are not included on the consolidated statements of financial condition.

The Company has also granted MFRS Awards to new employees as a recruiting tool. Employees must fulfill service requirements in exchange for rights to the awards. Compensation expense from these awards will be amortized on a straight-line basis over the requisite service period of two to five years.

The Company recorded total compensation expense within continuing operations of $26.6$58.4 million, $20.0$17.5 million and $15.2$26.6 million for the years ended December 31, 2015, 20142017, 2016 and 2013,2015, respectively, related to employee MFRS Awards. Total compensation cost includes year-end compensation for MFRS Awards and the amortization of sign-on MFRS Awards, less forfeitures. Forfeitures were $1.3 million for the year ended December 31, 2017. Forfeitures were immaterial for the years ended December 31, 2016 and 2015, 2014 and 2013, respectively. MFRS Awards are owned by employee recipients and as such are not included on the consolidated statements of financial condition.



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Notes to the Consolidated Financial Statements – Continued


Note 2322 Earnings Per Share

The Company calculates earnings per share using the two-class method. Basic earnings per common share is computed by dividing net income/(loss) applicable to Piper Jaffray Companies’Companies' common shareholders by the weighted average number of common shares outstanding for the period. Net income/(loss) applicable to Piper Jaffray Companies’Companies' common shareholders represents net income/(loss) applicable to Piper Jaffray Companies reduced by the allocation of earnings to participating securities. LossesNo allocation of undistributed earnings is made for periods in which a loss is incurred. Distributed earnings (e.g., dividends) are not allocated to participating securities. All of the Company’sCompany's unvested restricted shares are deemed to be participating securities as they are eligible to share in the profits (e.g., receive dividends) of the Company. The Company’sCompany's unvested restricted stock units are not participating securities as they are not eligible to share inreceive dividends, or the profits of the Company.dividends are forfeitable until vested. Diluted earnings per common share is calculated by adjusting the weighted average outstanding shares to assume conversion of all potentially dilutive stock options.options and restricted stock units.

The computation of earnings per share is as follows:
 Year Ended December 31,
(Amounts in thousands, except per share data)2015 2014 2013
Net income from continuing operations applicable to Piper Jaffray Companies$52,075
 $63,172
 $49,829
Net loss from discontinued operations
 
 (4,739)
Net income applicable to Piper Jaffray Companies52,075
 63,172
 45,090
Earnings allocated to participating securities (1)
(4,015) (5,031) (4,494)
Net income applicable to Piper Jaffray Companies’ common shareholders (2)
$48,060
 $58,141
 $40,596
      
Shares for basic and diluted calculations:     
Average shares used in basic computation14,368
 14,971
 15,046
Stock options21
 54
 15
Average shares used in diluted computation14,389
 15,025
 15,061
      
Earnings/(loss) per basic common share:     
Income from continuing operations$3.34
 $3.88
 $2.98
Loss from discontinued operations
 
 (0.28)
Earnings per basic common share$3.34
 $3.88
 $2.70
      
Earnings/(loss) per diluted common share:     
Income from continuing operations$3.34
 $3.87
 $2.98
Loss from discontinued operations
 
 (0.28)
Earnings per diluted common share$3.34
 $3.87
 $2.70
 Year Ended December 31,
(Amounts in thousands, except per share data)2017 2016 2015
Net income/(loss) applicable to Piper Jaffray Companies$(61,939) $(21,952) $52,075
Earnings allocated to participating securities (1)(2,936) 
 (4,015)
Net income/(loss) applicable to Piper Jaffray Companies' common shareholders (2)$(64,875) $(21,952) $48,060
      
Shares for basic and diluted calculations:     
Average shares used in basic computation12,807
 12,674
 14,368
Stock options
 15
 21
Restricted stock units171
 90
 
Average shares used in diluted computation12,978
(3)12,779
(3)14,389
      
Earnings/(loss) per common share:     
Basic$(5.07) $(1.73) $3.34
Diluted$(5.07)(3)$(1.73)(3)$3.34
(1)
Represents the allocation of distributed and undistributed earnings to participating securities. LossesNo allocation of undistributed earnings is made for periods in which a loss is incurred. Distributed earnings (e.g., dividends) are not allocated to participating securities. Participating securities include all of the Company’sCompany's unvested restricted shares. The weighted average participating shares outstanding were 1,201,6102,349,476; 1,299,8272,691,728 and 1,667,0671,201,610 for the years ended December 31, 20152017, 20142016 and 2013,2015, respectively.
(2)Net income/(loss) applicable to Piper Jaffray Companies’Companies' common shareholders for diluted and basic EPS may differ under the two-class method as a result of adding the effect of the assumed exercise of stock options and restricted stock units to dilutive shares outstanding, which alters the ratio used to allocate earnings to Piper Jaffray Companies’Companies' common shareholders and participating securities for purposes of calculating diluted and basic EPS.
(3)Earnings per diluted common share is calculated using the basic weighted average number of common shares outstanding for periods in which a loss is incurred. Common shares of 2,225,617 and 2,874,117 were excluded from diluted EPS at December 31, 2017 and 2016, respectively, as the Company had a net loss for these years.

The anti-dilutive effects from stock options and restricted stock units were immaterial for the years ended December 31, 20152017, 20142016 and 2013.2015.


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Notes to the Consolidated Financial Statements – Continued


Note 2423 Segment Reporting

Basis for Presentation

The Company structures its segments primarily based upon the nature of the financial products and services provided to customers and the Company’sCompany's management organization. The Company evaluates performance and allocates resources based on segment pre-tax operating income or loss and segment pre-tax operating margin. Revenues and expenses directly associated with each respective segment are included in determining their operating results. Other revenues and expenses that are not directly attributable to a particular segment are allocated based upon the Company’sCompany's allocation methodologies, including each segment’ssegment's respective net revenues, use of shared resources, headcount or other relevant measures. Segment assets are based on those directly associated with each segment, and include an allocation of certain assets based on the most relevant measures applicable, including headcount and other factors. The substantial majority of the Company's net revenues and long-lived assets are located in the U.S.

Segment pre-tax operating income and segment pre-tax operating margin exclude the results of discontinued operations.

Reportable segment financial results are as follows:
 Year Ended December 31,
(Dollars in thousands)2015 2014 2013
Capital Markets     
Investment banking     
Financing     
Equities$114,468
 $109,706
 $94,472
Debt91,195
 63,005
 71,164
Advisory services209,163
 197,880
 83,292
Total investment banking414,826
 370,591
 248,928
      
Institutional sales and trading     
Equities78,584
 82,211
 91,169
Fixed income94,305
 92,200
 76,275
Total institutional sales and trading172,889
 174,411
 167,444
      
Management and performance fees4,642
 5,398
 3,891
      
Investment income24,468
 24,046
 30,404
      
Long-term financing expenses(7,494) (6,655) (7,420)
      
Net revenues609,331
 567,791
 443,247
      
Operating expenses (1)530,937
 478,661
 393,231
      
Segment pre-tax operating income$78,394
 $89,130
 $50,016
      
Segment pre-tax operating margin12.9% 15.7% 11.3%
      
Continued on next page

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 Year Ended December 31,
(Dollars in thousands)2017 2016 2015
Capital Markets     
Investment banking     
Financing     
Equities$98,996
 $71,161
 $114,468
Debt93,434
 115,013
 91,195
Advisory services443,303
 304,654
 209,163
Total investment banking635,733
 490,828
 414,826
      
Institutional sales and trading     
Equities81,717
 87,992
 78,584
Fixed income89,455
 91,466
 94,305
Total institutional sales and trading171,172
 179,458
 172,889
      
Management and performance fees5,566
 6,363
 4,642
      
Investment income17,640
 24,791
 24,468
      
Long-term financing expenses(7,676) (9,136) (7,494)
      
Net revenues822,435
 692,304
 609,331
      
Operating expenses (1)738,339
 645,863
 530,937
      
Segment pre-tax operating income$84,096
 $46,441
 $78,394
      
Segment pre-tax operating margin10.2 % 6.7 % 12.9%
      
Continued on next page
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2015 2014 20132017 2016 2015
Asset Management          
Management and performance fees          
Management fees$70,167
 $78,772
 $71,314
$51,269
 $53,725
 $70,167
Performance fees208
 892
 7,840

 584
 208
Total management and performance fees70,375
 79,664
 79,154
51,269
 54,309
 70,375
          
Investment income/(loss)(6,788) 683
 2,794
1,219
 736
 (6,788)
          
Net revenues63,587
 80,347
 81,948
52,488
 55,045
 63,587
          
Operating expenses (1)55,558
 59,166
 56,351
165,907
 132,360
 55,558
          
Segment pre-tax operating income$8,029
 $21,181
 $25,597
Segment pre-tax operating income/(loss)$(113,419) $(77,315) $8,029
          
Segment pre-tax operating margin12.6% 26.4% 31.2%(216.1)% (140.5)% 12.6%
          
          
Total          
Net revenues$672,918
 $648,138
 $525,195
$874,923
 $747,349
 $672,918
          
Operating expenses (1)586,495
 537,827
 449,582
904,246
 778,223
 586,495
          
Pre-tax operating income$86,423
 $110,311
 $75,613
Pre-tax operating income/(loss)$(29,323) $(30,874) $86,423
          
Pre-tax operating margin12.8% 17.0% 14.4%(3.4)% (4.1)% 12.8%
(1)Operating expenses include non-cash goodwill impairment charges of $114.4 million and $82.9 million for the years ended December 31, 2017 and 2016, respectively, related to the Asset Management segment, as well as intangible asset amortization expense as set forth in the table below:     
Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2015 2014 20132017 2016 2015
Capital Markets$1,622
 $2,972
 $1,349
$10,178
 $15,587
 $1,622
Asset Management6,040
 6,300
 6,644
5,222
 5,627
 6,040
Total intangible asset amortization expense$7,662
 $9,272
 $7,993
Total intangible asset amortization$15,400
 $21,214
 $7,662

Reportable segment assets are as follows:
December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Capital Markets$1,870,272
 $2,352,404
$1,933,050
 $1,934,528
Asset Management268,246
 271,513
91,633
 190,975
$2,138,518
 $2,623,917
$2,024,683
 $2,125,503


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Notes to the Consolidated Financial Statements – Continued


Note 2524 Net Capital Requirements and Other Regulatory Matters

Piper Jaffray is registered as a securities broker dealer with the SEC and is a member of various SROs and securities exchanges. The Financial Industry Regulatory Authority, (“FINRA”Inc. ("FINRA") serves as Piper Jaffray’sJaffray's primary SRO. Piper Jaffray is subject to the uniform net capital rule of the SEC and the net capital rule of FINRA. Piper Jaffray has elected to use the alternative method permitted by the SEC rule which requires that it maintain minimum net capital of the greater of $1.0 million or 2 percent of aggregate debit balances arising from customer transactions, as such term is defined in the SEC rule. Under its rules, FINRA may prohibit a member firm from expanding its business or paying dividends if resulting net capital would be less than 5 percent of aggregate debit balances.$1.0 million. Advances to affiliates, repayment of subordinated debt, dividend payments and other equity withdrawals by Piper Jaffray are subject to certain notificationapprovals, notifications and other provisions of SEC and FINRA rules.

At December 31, 2015,2017, net capital calculated under the SEC rule was $187.9$137.6 million,, and exceeded the minimum net capital required under the SEC rule by $186.9 million.$136.6 million.

The Company’sCompany's committed short-term credit facility and its senior notes include covenants requiring Piper Jaffray to maintain minimum net capital of $120 million.$120 million. CP Notes issued under CP Series IIIII A include a covenant that requires Piper Jaffray to maintain excess net capital of $100 million. The Company's fully disclosed clearing agreement with Pershing also includes a covenant requiring Piper Jaffray to maintain excess net capital of $120 million.

Piper Jaffray Ltd. ("PJL"), a broker dealer subsidiary registered in the United Kingdom, wasis subject to the capital requirements of the Prudential Regulation Authority and the Financial Conduct Authority. As of December 31, 2015, Piper Jaffray Ltd.2017, PJL was in compliance with the capital requirements of the Prudential Regulation Authority and the Financial Conduct Authority.

Piper Jaffray Hong Kong Limited is licensed by the Hong Kong Securities and Futures Commission, which is subject to the liquid capital requirements of the Securities and Futures (Financial Resources) Rule promulgated under the Securities and Futures Ordinance. At December 31, 2015,2017, Piper Jaffray Hong Kong Limited was in compliance with the liquid capital requirements of the Hong Kong Securities and Futures Commission.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Note 2625 Income Taxes

Income tax expenseexpense/(benefit) is provided using the asset and liability method. Deferred tax assets and liabilities are recognized for the expected future tax consequences attributable to temporary differences between amounts reported for income tax purposes and financial statement purposes, using enacted tax rates expected to apply to taxable income in the years in which those temporary differences are expected to be recovered or settled.

The Tax Reform Act was enacted on December 22, 2017. ASC 740 requires companies to recognize the effect of the tax law changes in the period of enactment even though the effective date for most provisions is for tax years beginning after December 31, 2017. In accordance with SAB 118, the Company has made a reasonable estimate of the impact of the Tax Reform Act, and recorded a discrete item in its 2017 provisional income tax expense of $54.2 million. This amount reflects an estimated reduction of deferred tax assets as a result of the statutory federal rate decrease from 35 percent to 21 percent. The Company continues to evaluate its estimates surrounding the remeasurement of deferred tax assets.

The components of income tax expense from continuing operationsexpense/(benefit) are as follows:
Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2015 2014 20132017 2016 2015
Current:          
Federal$33,818
 $37,331
 $20,468
$27,611
 $11,704
 $33,818
State7,030
 8,117
 3,795
5,550
 2,454
 7,030
Foreign58
 161
 183
93
 (703) 58
40,906
 45,609
 24,446
33,254
 13,455
 40,906
Deferred:          
Federal(11,620) (8,641) (1,582)5,783
 (27,764) (11,620)
State(1,901) (1,317) (4,041)(7,554) (3,758) (1,901)
Foreign556
 335
 1,567
(1,254) 939
 556
(12,965) (9,623) (4,056)(3,025) (30,583) (12,965)
          
Total income tax expense from continuing operations$27,941
 $35,986
 $20,390
     
Total income tax benefit from discontinued operations$
 $
 $(2,935)
Total income tax expense/(benefit)$30,229
 $(17,128) $27,941


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Notes to the Consolidated Financial Statements – Continued


A reconciliation of federal income taxes at statutory rates to the Company’sCompany's effective tax rates from continuing operations is as follows:
Year Ended December 31,Year Ended December 31,
(Dollars in thousands)2015 2014 20132017 2016 2015
Federal income tax expense at statutory rates$30,248
 $38,609
 $26,464
Federal income tax expense/(benefit) at statutory rates$(10,263) $(10,806) $30,248
Increase/(reduction) in taxes resulting from:          
Impact of the Tax Cuts and Jobs Act54,154
 
 
State income taxes, net of federal tax benefit3,155
 3,857
 2,785
(791) (1,110) 3,155
Net tax-exempt interest income(4,299) (3,693) (3,917)(5,040) (4,600) (4,299)
Foreign jurisdictions tax rate differential191
 (63) (185)865
 1,860
 191
Change in valuation allowance
 
 (4,182)(752) 362
 
Vestings of stock awards(9,172) 
 
Income attributable to noncontrolling interests(2,243) (3,903) (1,888)(835) (2,872) (2,243)
Other, net889
 1,179
 1,313
2,063
 38
 889
Total income tax expense from continuing operations$27,941
 $35,986
 $20,390
Total income tax expense/(benefit)$30,229
 $(17,128) $27,941

In accordance with ASC 740, U.S. income taxes are not provided on undistributed earnings of international subsidiaries that are permanently reinvested. As of December 31, 2015, undistributed2017, no deferred taxes have been provided for withholding taxes or other taxes that would result upon repatriation of our foreign earnings permanently reinvested into the Company’s foreign subsidiaries were not material.U.S.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Deferred income tax assets and liabilities reflect the tax effect of temporary differences between the carrying amount of assets and liabilities for financial reporting purposes and the amounts used for the same items for income tax reporting purposes. The net deferred income tax assets included in other assets on the consolidated statements of financial condition consisted of the following items:
December 31, December 31,December 31, December 31,
(Dollars in thousands)2015 20142017 2016
Deferred tax assets:      
Deferred compensation$74,127
 $56,893
$61,555
 $79,230
Net operating loss carry forwards3,947
 4,854
Goodwill tax basis in excess of book basis38,592
 18,357
Net operating loss carryforwards4,789
 3,900
Liabilities/accruals not currently deductible5,454
 1,601
1,744
 1,060
Other5,175
 2,930
3,296
 5,474
Total deferred tax assets88,703
 66,278
109,976
 108,021
Valuation allowance(159) (159)(159) (911)
      
Deferred tax assets after valuation allowance88,544
 66,119
109,817
 107,110
      
Deferred tax liabilities:      
Goodwill amortization16,951
 15,028
Unrealized gains on firm investments2,917
 3,221
6,599
 6,406
Fixed assets1,189
 945
1,813
 2,075
Other677
 1,074
200
 796
      
Total deferred tax liabilities21,734
 20,268
8,612
 9,277
      
Net deferred tax assets$66,810
 $45,851
$101,205
 $97,833

The realization of deferred tax assets is assessed and a valuation allowance is recorded to the extent that it is more likely than not that any portion of the deferred tax asset will not be realized. The Company believes that its future tax profits will be sufficient to recognize its deferred tax assets, with the exception of $0.2 million in state net operating loss carryforwards.


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Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The Company accounts for unrecognized tax benefits in accordance with the provisions of ASC 740, which requires tax reserves to be recorded for uncertain tax positions on the consolidated statements of financial condition. A reconciliation of the beginning and ending amount of unrecognized tax benefits is as follows:
(Dollars in thousands)  
Balance at December 31, 2012$290
Additions based on tax positions related to the current year
Additions for tax positions of prior years2,000
Reductions for tax positions of prior years(90)
Settlements
Balance at December 31, 2013$2,200
Additions based on tax positions related to the current year
Additions for tax positions of prior years123
Reductions for tax positions of prior years
Settlements
Balance at December 31, 2014$2,323
$2,323
Additions based on tax positions related to the current year

Additions for tax positions of prior years

Reductions for tax positions of prior years(2,000)(2,000)
Settlements(200)(200)
Balance at December 31, 2015$123
$123
Additions based on tax positions related to the current year
Additions for tax positions of prior years
Reductions for tax positions of prior years
Settlements
Balance at December 31, 2016$123
Additions based on tax positions related to the current year
Additions for tax positions of prior years166
Reductions for tax positions of prior years
Settlements(123)
Balance at December 31, 2017$166

As of December 31, 20152017, approximately $0.1$0.2 million of the Company's unrecognized tax benefits would impact the annual effective rate, if recognized.

Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


The Company recognizes interest and penalties accrued related to unrecognized tax benefits as a component of income tax expense. The Company had no accruals related to the payment of interest and penalties at December 31, 2015. The Company had approximately $0.2 million for the payment of interest2017, 2016 and penalties accrued at December 31, 2014 and 2013, respectively, which was recognized during the year ended December 31, 2013.2015, respectively. The Company or one of its subsidiaries files income tax returns with the various states and foreign jurisdictions in which the Company operates. The Company is not subject to examination by U.S. federal tax authorities for years before 20122014 and is not subject to examination by state and local or non-U.S. tax authorities for taxable years before 2010.2013. The Company anticipates all of its uncertain income tax provisionspositions will be resolved within the next twelve months.

Note 2726 Piper Jaffray Companies (Parent Company only)

Condensed Statements of Financial Condition 
December 31, December 31,December 31, December 31,
(Amounts in thousands)2015 20142017 2016
Assets      
Cash and cash equivalents$48
 $200
$2,348
 $1,170
Investment in and advances to subsidiaries982,426
 956,609
827,158
 941,215
Other assets15,843
 13,819
21,120
 22,031
Total assets$998,317
 $970,628
$850,626
 $964,416
      
Liabilities and Shareholders’ Equity   
Liabilities and Shareholders' Equity   
Senior notes$175,000
 $125,000
$125,000
 $175,000
Accrued compensation36,347
 24,618
30,579
 27,756
Other liabilities and accrued expenses3,311
 1,098
1,715
 2,410
Total liabilities214,658
 150,716
157,294
 205,166
      
Shareholders’ equity783,659
 819,912
Total liabilities and shareholders’ equity$998,317
 $970,628
Shareholders' equity693,332
 759,250
Total liabilities and shareholders' equity$850,626
 $964,416


Condensed Statements of Operations
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 Year Ended December 31,
(Amounts in thousands)2017 2016 2015
Revenues:     
Dividends from subsidiaries$120,102
 $104,016
 $37,649
Interest1,125
 994
 650
Investment income/(loss)4,060
 1,835
 (2,033)
Total revenues125,287
 106,845
 36,266
      
Interest expense7,170
 8,195
 6,406
      
Net revenues118,117
 98,650
 29,860
      
Non-interest expenses:     
Total non-interest expenses4,936
 4,505
 3,487
      
Income before income tax expense and equity in income of subsidiaries113,181
 94,145
 26,373
      
Income tax expense35,589
 27,952
 9,191
      
Income of parent company77,592
 66,193
 17,182
      
Equity in undistributed/(distributed in excess of) income of subsidiaries(139,531) (88,145) 34,893
      
Net income/(loss)$(61,939) $(21,952) $52,075
Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Condensed Statements of Operations
 Year Ended December 31,
(Amounts in thousands)2015 2014 2013
Revenues:     
Dividends from subsidiaries$37,649
 $50,333
 $46,000
Interest650
 662
 254
Investment income/(loss)(2,033) 275
 198
Total revenues36,266
 51,270
 46,452
      
Interest expense6,406
 5,463
 5,850
      
Net revenues29,860
 45,807
 40,602
      
Non-interest expenses:     
Total non-interest expenses3,487
 5,318
 3,096
      
Income from continuing operations before income tax expense and equity in undistributed income of subsidiaries26,373
 40,489
 37,506
      
Income tax expense9,191
 14,795
 13,263
      
Income from continuing operations of parent company17,182
 25,694
 24,243
      
Equity in undistributed income of subsidiaries34,893
 37,478
 25,200
      
Net income from continuing operations52,075
 63,172
 49,443
      
Discontinued operations:     
Loss from discontinued operations, net of tax
 
 (4,353)
      
Net income$52,075
 $63,172
 $45,090


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Piper Jaffray Companies
Notes to the Consolidated Financial Statements – Continued


Condensed Statements of Cash Flows
Year Ended December 31,Year Ended December 31,
(Amounts in thousands)2015 2014 20132017 2016 2015
Operating Activities:          
Net income$52,075
 $63,172
 $45,090
Adjustments to reconcile net income to net cash provided by operating activities:     
Net income/(loss)$(61,939) $(21,952) $52,075
Adjustments to reconcile net income/(loss) to net cash provided by operating activities:     
Stock-based and deferred compensation70
 180
 60
208
 944
 70
Equity in undistributed income of subsidiaries(34,893) (37,478) (25,200)
Equity in undistributed/(distributed in excess of) income of subsidiaries139,531
 88,145
 (34,893)
          
Net cash provided by operating activities17,252
 25,874
 19,950
77,800
 67,137
 17,252
          
Investing Activities:          
Repayment of FAMCO note1,500
 2,000
 250
Repayment of note receivable
 
 1,500
          
Net cash provided by investing activities1,500
 2,000
 250

 
 1,500
          
Financing Activities:          
Issuance of senior notes125,000
 50,000
 

 
 125,000
Repayment of senior notes(75,000) (50,000) 
(50,000) 
 (75,000)
Advances from/(to) subsidiaries49,560
 (28,010) 34,996
(5,177) (6,276) 49,560
Repurchase of common stock(118,464) 
 (55,929)(2,498) (59,739) (118,464)
Payment of cash dividend(18,947) 
 
          
Net cash used in financing activities(18,904) (28,010) (20,933)(76,622) (66,015) (18,904)
          
Net decrease in cash and cash equivalents(152) (136) (733)
Net increase/(decrease) in cash and cash equivalents1,178
 1,122
 (152)
          
Cash and cash equivalents at beginning of year200
 336
 1,069
1,170
 48
 200
          
Cash and cash equivalents at end of year$48
 $200
 $336
$2,348
 $1,170
 $48
     
Supplemental disclosures of cash flow information     
Cash paid during the year for:     
Interest$(5,756) $(4,801) $(5,596)
Income taxes$(9,191) $(14,795) $(13,263)


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Piper Jaffray Companies
Supplementary Data

Quarterly Information (unaudited)
 2015 Fiscal Quarter 2017 Fiscal Quarter
(Amounts in thousands, except per share data)  First  Second  Third  Fourth   First  Second  Third  Fourth 
Total revenues $168,431
 $170,110
 $154,732
 $203,044
  $205,487
 $204,007
 $244,915
 $240,782
 
Interest expense 6,560
 6,044
 5,115
 5,680
  4,958
 6,262
 4,348
 4,700
 
Net revenues 161,871
 164,066
 149,617
 197,364
  200,529
 197,745
 240,567
 236,082
 
Non-interest expenses 130,579
 138,207
 142,829
 174,880
  177,720
 177,878
 322,803
(1) 
225,845
 
Income before income tax expense 31,292
 25,859
 6,788
 22,484
 
Income tax expense 9,490
 9,542
 1,573
 7,336
 
Net income 21,802
 16,317
 5,215
 15,148
 
Income/(loss) before income tax expense/(benefit) 22,809
 19,867
 (82,236) 10,237
 
Income tax expense/(benefit) (395) 4,906
 (31,423) 57,141
(4) 
Net income/(loss) 23,204
 14,961
 (50,813) (46,904) 
Net income/(loss) applicable to noncontrolling interests 4,830
 (682) 384
 1,875
  2,929
 1,388
 (1,100) (830) 
Net income applicable to Piper Jaffray Companies $16,972
 $16,999
 $4,831
 13,273
 
Net income applicable to Piper Jaffray Companies' common shareholders $15,810
 $15,699
 $4,448
 $12,147
 
Net income/(loss) applicable to Piper Jaffray Companies $20,275
 $13,573
 $(49,713) (46,074) 
Net income/(loss) applicable to Piper Jaffray Companies' common shareholders $16,828
 $11,522
 $(50,415)
(2) 
$(46,771)
(2) 
                  
Earnings per common share         
Earnings/(loss) per common share         
Basic $1.03
 $1.08
 $0.32
 $0.88
  $1.33
 $0.89
 $(3.91) $(3.63) 
Diluted $1.03
 $1.08
 $0.32
 $0.88
  $1.31
 $0.89
 $(3.91)
(3) 
$(3.63)
(3) 
         
Dividends declared per common share $0.3125
 $0.3125
 $0.3125
 $0.3125
 
                  
Weighted average number of common shares                  
Basic 15,294
 14,487
 13,938
 13,775
  12,594
 12,826
 12,898
 12,906
 
Diluted 15,332
 14,513
 13,952
 13,782
  12,922
 12,937
 12,975
(3) 
13,075
(3) 
(1)Includes a $114.4 million non-cash goodwill impairment charge.
(2)No allocation of undistributed income was made due to loss position.
(3)Earnings per diluted common share is calculated using the basic weighted average number of common shares outstanding for periods in which a loss is incurred.
(4)Includes a $54.2 million remeasurement of deferred tax assets due to a lower federal corporate rate resulting from the enactment of the Tax Reform Act.
  2016 Fiscal Quarter
(Amounts in thousands, except per share data)  First  Second  Third  Fourth 
Total revenues $159,601
 $176,392
 $206,276
 $227,605
 
Interest expense 6,045
 5,909
 5,429
 5,142
 
Net revenues 153,556
 170,483
 200,847
 222,463
 
Non-interest expenses 150,114
 163,974
 182,396
 281,739
(1) 
Income/(loss) before income tax expense/(benefit) 3,442
 6,509
 18,451
 (59,276) 
Income tax expense/(benefit) 256
 1,996
 6,515
 (25,895) 
Net income/(loss) 3,186
 4,513
 11,936
 (33,381) 
Net income applicable to noncontrolling interests 749
 2,575
 1,278
 3,604
 
Net income/(loss) applicable to Piper Jaffray Companies $2,437
 $1,938
 $10,658
 $(36,985) 
Net income/(loss) applicable to Piper Jaffray Companies' common shareholders $2,124
 $1,577
 $8,582
 $(36,985)
(2) 
          
Earnings/(loss) per common share         
Basic $0.16
 $0.12
 $0.70
 $(3.00) 
Diluted $0.16
 $0.12
 $0.70
 $(3.00)
(3) 
          
Weighted average number of common shares         
Basic 13,160
 12,927
 12,282
 12,337
 
Diluted 13,172
 12,942
 12,298
 12,353
(3) 
(1)Includes a $82.9 million non-cash goodwill impairment charge.
(2)No allocation of undistributed income was made due to loss position.
(3)Earnings per diluted common share is calculated using the basic weighted average number of common shares outstanding for periods in which a loss is incurred.


  2014 Fiscal Quarter
(Amounts in thousands, except per share data)  First  Second  Third  Fourth 
Total revenues $173,894
 $175,976
 $165,947
 $157,394
 
Interest expense 5,761
 5,945
 6,521
 6,846
 
Net revenues 168,133
 170,031
 159,426
 150,548
 
Non-interest expenses 135,420
 139,614
 133,734
 129,059
 
Income before income tax expense 32,713
 30,417
 25,692
 21,489
 
Income tax expense 9,827
 10,049
 8,596
 7,514
 
Net income 22,886
 20,368
 17,096
 13,975
 
Net income applicable to noncontrolling interests 5,138
 2,155
 2,428
 1,432
 
Net income applicable to Piper Jaffray Companies $17,748
 $18,213
 $14,668
 $12,543
 
Net income applicable to Piper Jaffray Companies' common shareholders $16,089
 $16,717
 $13,552
 $11,700
 
          
Earnings per common share         
Basic $1.10
 $1.12
 $0.90
 $0.77
 
Diluted $1.10
 $1.11
 $0.90
 $0.77
 
          
Weighted average number of common shares         
Basic 14,612
 14,958
 15,066
 15,241
 
Diluted 14,657
 15,013
 15,129
 15,293
 


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ITEM 9.       CHANGES IN AND DISAGREEMENTS WITH ACCOUNTANTS ON ACCOUNTING AND FINANCIAL DISCLOSURE.

None.

ITEM 9A.     CONTROLS AND PROCEDURES.

As of the end of the period covered by this report, we conducted an evaluation, under the supervision and with the participation of our principal executive officer and principal financial officer, of our disclosure controls and procedures (as defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934). Based on this evaluation, our principal executive officer and principal financial officer concluded that our disclosure controls and procedures are effective to ensure that information required to be disclosed by us in reports that we file or submit under the Securities Exchange Act of 1934 is (a) recorded, processed, summarized and reported within the time periods specified in Securities and Exchange Commission rules and forms and (b) accumulated and communicated to our management, including our principal executive officer and principal financial officer to allow timely decisions regarding disclosure.

During the fourththird quarter of our fiscal year ended December 31, 2015, there was no2017, we migrated to a fully disclosed clearing model for all of our self clearing broker dealer operations. Management believes this conversion constituted a change in our system of internal control over financial reporting (as defined in Rules 13a-15(f) and 15d-15(f) under the Securities Exchange Act of 1934) that has materially affected, or is reasonably likely to materially affect, our internal control over financial reporting. Other than as described above, there were no other changes in our system of internal control over financial reporting during the fourth quarter of our fiscal year ended December 31, 2017 that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

Management’sManagement's Report on Internal Control Over Financial Reporting and the attestation report of our independent registered public accounting firm on management’smanagement's assessment of internal control over financial reporting are included in Part II, Item 8 of this Form 10-K entitled "Financial Statements and Supplementary Data" and are incorporated herein by reference.

ITEM 9B.     OTHER INFORMATION.

Not applicable.

PART III

ITEM 10.     DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE.

The information regarding our executive officers included in Part I of this Form 10-K under the caption "Executive Officers" is incorporated herein by reference. The information in the definitive proxy statement for our 20162018 annual meeting of shareholders to be held on May 4, 2016,17, 2018, under the captions "Item I — Election of Directors," "Information Regarding the Board of Directors and Corporate Governance — Committees of the Board — Audit Committee," "Information Regarding the Board of Directors and Corporate Governance — Codes of Ethics and Business Conduct" and "Section 16(a) Beneficial Ownership Reporting Compliance" is incorporated herein by reference.

ITEM 11.     EXECUTIVE COMPENSATION.

The information in the definitive proxy statement for our 20162018 annual meeting of shareholders to be held on May 4, 2016,17, 2018, under the captions "Executive Compensation," "Certain Relationships and Related Transactions — Compensation Committee Interlocks and Insider Participation," "Information Regarding the Board of Directors and Corporate Governance — Compensation Program for Non-Employee Directors" and "Information Regarding the Board of Directors and Corporate Governance — Non-Employee Director Compensation for 2015"2017" is incorporated herein by reference.


ITEM 12.     SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED SHAREHOLDER MATTERS.

The information in the definitive proxy statement for our 20162018 annual meeting of shareholders to be held on May 4, 2016,17, 2018, under the captions "Security Ownership — Beneficial Ownership of Directors, Nominees and Executive Officers," "Security Ownership — Beneficial Owners of More than Five Percent of Our Common Stock" and "Executive Compensation — Outstanding Equity Awards" are incorporated herein by reference.


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ITEM 13.     CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE.

The information in the definitive proxy statement for our 20162018 annual meeting of shareholders to be held on May 4, 2016,17, 2018, under the captions "Information Regarding the Board of Directors and Corporate Governance — Director Independence," "Certain Relationships and Related Transactions — Transactions with Related Persons" and "Certain Relationships and Related Transactions — Review and Approval of Transactions with Related Persons" is incorporated herein by reference.

ITEM 14.     PRINCIPAL ACCOUNTANT FEES AND SERVICES.

The information in the definitive proxy statement for our 20162018 annual meeting of shareholders to be held on May 4, 2016,17, 2018, under the captions "Audit Committee Report and Payment of Fees to Our Independent Auditor — Auditor Fees" and "Audit Committee Report and Payment of Fees to Our Independent Auditor — Auditor Services Pre-Approval Policy" is incorporated herein by reference.

PART IV

ITEM 15.     EXHIBITS AND FINANCIAL STATEMENT SCHEDULES.

(a)(1)    FINANCIAL STATEMENTS OF THE COMPANY.

The Consolidated Financial Statements are incorporated herein by reference and included in Part II, Item 8 to this Form 10-K.

(a)(2)    FINANCIAL STATEMENT SCHEDULES.

All financial statement schedules for the Company have been included in the consolidated financial statementsConsolidated Financial Statements or the related footnotes, or are either inapplicable or not required.

(a)(3)    EXHIBITS.

Exhibit  
Number     Description
   
2.1 
2.2
2.3
2.4
3.1 

Exhibit
Number    Description
3.2 
4.1 
4.2 
4.3 
4.4
4.44.5 
4.6

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Exhibit
Number    Description
10.1 
10.2 
10.3 
10.4 
10.5 
10.6 
10.7 Form of Restricted Stock Agreement for Employee Grants in 2011, 2012, and 2013 (related to 2010, 2011, and 2012 performance, respectively) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.9 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2010, filed February 28, 2011). †
10.8
10.910.8 Form of Restricted Stock Agreement for Employee Grants in 2015 (related to 2014 performance) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.9 to the Company's Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015). †
10.10
10.1110.9 Form of Stock Option Agreement for Employee Grants in 2004 and 2005 (related to 2003 and 2004 performance, respectively) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.2 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2004, filed August 4, 2004). †
10.12Form of Stock Option Agreement for Employee Grants in 2006 (related to 2005 performance) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.11 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2005, filed March 1, 2006). †
10.13Form of Stock Option Agreement for Employee Grants in 2007 and 2008 (related to 2006 and 2007 performance, respectively) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.9 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2006, filed March 1, 2007). †
10.14Form of Stock Option Agreement for Non-Employee Director Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.4 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2004, filed August 4, 2004). †
10.15
10.16Form of Performance Share Unit Agreement for 2013 Leadership Team Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.1 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2013, filed July 31, 2013). †

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Exhibit
Number    Description
10.17Form of Performance Share Unit Agreement for 2014 Leadership Team Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.1 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2014, filed July 30, 2014). †
10.1810.10 
10.1910.11 

Exhibit
Number    Description
10.12
10.2010.13 
10.14
10.15
10.2110.16 
10.2210.17 
10.2310.18 
10.2410.19 
10.2510.20 
10.2610.21 
10.22
10.23
10.2710.24 
10.2810.25 Consulting Agreement dated March 19, 2014, by and between Advisory Research, Inc. and Brien M. O'Brien (incorporated by reference to Exhibit 10.1 to the Company's Current Report on Form 8-K, filed March 19, 2014).
10.29Compensation Arrangement with M. Brad Winges (incorporated by reference to Exhibit 10.24 to the Company's Annual Report on Form 10-K for the year ended December 31, 2012, filed February 27, 2013). †
10.30Restricted Limited Partnership Interest Agreement dated February 23, 2015, by and between Piper Jaffray Investment Management LLC and M. Brad Winges (incorporated by reference to Exhibit 10.27 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015). †
10.31
10.3210.26 
10.3310.27 Form of Mutual Fund Restricted Share Agreement for Employee Grants in 2012 and 2013 (related to performance in 2011 and 2012, respectively) (incorporated by reference to Exhibit 10.30 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2011, filed February 27, 2012). †
10.34
10.3510.28 
10.3610.29 

115

Table of Contents

Exhibit10.30 
Number    Description
10.37

10.38
Exhibit 
Number    Description
10.31
10.32
10.33
10.34
10.35
10.36
10.37
10.38
10.39
10.40
10.41
10.42
10.43
10.44
10.45
10.46
10.47
21.1 
23.1 
24.1 
31.1 

Exhibit
Number    Description
31.2 
32.1 
101 Interactive data files pursuant to Rule 405 Registration S-T: (i) the Consolidated Statements of Financial Condition as of December 31, 20152017 and December 31, 2014,2016, (ii) the Consolidated Statements of Operations for the years ended December 31, 2015, 20142017, 2016 and 2013,2015, (iii) the Consolidated Statements of Comprehensive Income for the years ended December 31, 2015, 20142017, 2016 and 2013,2015, (iv) the Consolidated Statements of Cash Flows for the years ended December 31, 2015, 20142017, 2016 and 20132015 and (v) the notes to the Consolidated Financial Statements.
_______________________
#The Company hereby agrees to furnish supplementally to the Commission upon request any omitted exhibit or schedule.
This exhibit is a management contract or compensatory plan or agreement.
*Filed herewith
**This information is furnished and not filed for purposes of Section 11 and 12 of the Securities Act of 1933 and Section 18 of the Securities Exchange Act of 1934.

ITEM 16.     FORM 10-K SUMMARY.

None.
116



SIGNATURES

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 indicated on February 25, 201626, 2018.


PIPER JAFFRAY COMPANIES
  
By /s/ Andrew S. DuffChad R. Abraham
Its Chairman and Chief Executive Officer

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 indicated on February 25, 201626, 2018.
 SIGNATURE  TITLE
     
 /s/ Andrew S. DuffChad R. Abraham  Chairman and Chief Executive Officer and Director
 Andrew S. DuffChad R. Abraham  (Principal Executive Officer)
     
 /s/ DebbraTimothy L. SchonemanCarter  Chief Financial Officer
 DebbraTimothy L. SchonemanCarter  (Principal Financial and Accounting Officer)
/s/ Andrew S. DuffChairman
Andrew S. Duff
     
 /s/ William R. Fitzgerald  Director
 William R. Fitzgerald
/s/ Michael E. FrazierDirector
Michael E. Frazier

   
     
 /s/ B. Kristine Johnson  Director
 B. Kristine Johnson   
     
 /s/ Addison L. Piper  Director
 Addison L. Piper
/s/ Lisa K. PolskyDirector
Lisa K. Polsky   
     
 /s/ Sherry M. Smith  Director
 Sherry M. Smith   
     
 /s/ Philip E. Soran  Director
 Philip E. Soran   
     
 /s/ Scott C. Taylor  Director
 Scott C. Taylor   
     
 /s/ Michele Volpi  Director
 Michele Volpi   


117



Exhibit Index
Exhibit
NumberDescription
2.1Separation and Distribution Agreement dated as of December 23, 2003, between U.S. Bancorp and Piper Jaffray Companies (incorporated by reference to Exhibit 2.1 to the Company’s Annual Report on Form 10-K for the fiscal year ended December 31, 2003, filed March 8, 2004). #
2.2
Securities Purchase Agreement dated November 16, 2015 among Piper Jaffray Companies, Piper Jaffray & Co., Simmons & Company International, SCI JV LP, SCI GP, LLC, and Simmons & Company International Holdings LLC (excluding schedules and exhibits, which the registrant agrees to furnish supplementally to the Securities and Exchange Commission upon request) (incorporated by reference to Exhibit 2.1 to the Company’s Current Report on Form 8-K, filed November 17, 2015).
3.1Amended and Restated Certificate of Incorporation (incorporated by reference to Exhibit 3.1 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2007, filed August 3, 2007).
3.2Amended and Restated Bylaws (incorporated by reference to Exhibit 3.2 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2007, filed August 3, 2007).
4.1Form of Specimen Certificate for Piper Jaffray Companies Common Stock. *
4.2Second Amended and Restated Indenture dated as of June 11, 2012 (Secured Commercial Paper Notes), between Piper Jaffray & Co. and the Bank of New York Mellon (incorporated by reference to Exhibit 4.1 to the Company's Quarterly Report on Form 10-Q for the fiscal quarter ended June 30, 2012, filed August 2, 2012).
4.3Indenture dated as of April 2, 2012 (Secured Commercial Paper Notes -- Series II), between Piper Jaffray & Co. and the Bank of New York Mellon (incorporated by reference to Exhibit 10.1 to the Company's Current Report on Form 8-K, filed April 5, 2012).
4.4Second Amended and Restated Indenture dated April 21, 2014 (Secured Commercial Paper Notes -- Series III), between Piper Jaffray & Co. and the Bank of New York Mellon (incorporated by reference to Exhibit 10.1 to the Company's Current Report on Form 8-K, filed April 21, 2014).
10.1Form of director indemnification agreement between Piper Jaffray Companies and its directors (incorporated by reference to Exhibit 10.1 to the Company's Current Report on Form 8-K, filed March 17, 2014). †
10.2Office Lease Agreement, dated May 30, 2012, by and among Piper Jaffray & Co. and Wells REIT – 800 Nicollett Avenue Owner, LLC (incorporated by reference to Exhibit 10.1 to the Company's Current Report on Form 8-K, filed June 1, 2012).
10.3U.S. Bancorp Piper Jaffray Inc. Second Century 2000 Deferred Compensation Plan (incorporated by reference to Exhibit 10.10 to the Company’s Annual Report on Form 10-K for the fiscal year ended December 31, 2003, filed March 8, 2004). †
10.4U.S. Bancorp Piper Jaffray Inc. Second Century Growth Deferred Compensation Plan, as amended and restated effective September 30, 1998 (incorporated by reference to Exhibit 10.11 to the Company’s Annual Report on Form 10-K for the fiscal year ended December 31, 2003, filed March 8, 2004). †
10.5Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (as amended May 31, 2015) (incorporated by reference to Exhibit 10.1 to the Company’s Current Report on Form 8-K, filed May 14, 2015). †
10.6Piper Jaffray Companies Deferred Compensation Plan (incorporated by reference to Exhibit 10.2 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2013, filed July 31, 2013). †
10.7Form of Restricted Stock Agreement for Employee Grants in 2011, 2012, and 2013 (related to 2010, 2011, and 2012 performance, respectively) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.9 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2010, filed February 28, 2011). †
10.8Form of Restricted Stock Agreement for Employee Grants in 2014 (related to 2013 performance) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.8 to the Company's Annual Report on Form 10-K for the year ended December 31, 2013, filed February 28, 2014). †
10.9Form of Restricted Stock Agreement for Employee Grants in 2015 (related to 2014 performance) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.9 to the Company's Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015). †
10.10Form of Restricted Stock Agreement for California-based Employee Grants in 2015 (related to 2014 performance) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.10 to the Company's Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015). †

118



Exhibit
NumberDescription
10.11Form of Stock Option Agreement for Employee Grants in 2004 and 2005 (related to 2003 and 2004 performance, respectively) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.2 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2004, filed August 4, 2004). †
10.12Form of Stock Option Agreement for Employee Grants in 2006 (related to 2005 performance) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.11 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2005, filed March 1, 2006). †
10.13Form of Stock Option Agreement for Employee Grants in 2007 and 2008 (related to 2006 and 2007 performance, respectively) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.9 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2006, filed March 1, 2007). †
10.14Form of Stock Option Agreement for Non-Employee Director Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.4 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2004, filed August 4, 2004). †
10.15Form of Performance Share Unit Agreement for 2012 Leadership Team Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.1 to the Company's Quarterly Report on Form 10-Q for the fiscal quarter ended June 30, 2012, filed August 2, 2012). †
10.16Form of Performance Share Unit Agreement for 2013 Leadership Team Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.1 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2013, filed July 31, 2013). †
10.17Form of Performance Share Unit Agreement for 2014 Leadership Team Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.1 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2014, filed July 30, 2014). †
10.18Form of Performance Share Unit Agreement for 2015 Leadership Team Grants under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan (incorporated by reference to Exhibit 10.3 to the Company’s Quarterly Report on Form 10-Q for the period ended June 30, 2015, filed August 5, 2015). †
10.19Piper Jaffray Companies Deferred Compensation Plan for Non-Employee Directors (incorporated by reference to Exhibit 10.14 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2010, filed February 28, 2011). †
10.20Summary of Non-Employee Director Compensation Program. † *
10.21Form of Notice Period Agreement (incorporated by reference to Exhibit 10.16 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2006, filed March 1, 2007). †
10.22Amended and Restated Loan Agreement dated December 28, 2012, between Piper Jaffray & Co. and U.S. Bank National Association (incorporated by reference to Exhibit 10.16 to the Company's Annual Report on Form 10-K for the year ended December 31, 2012, filed February 27, 2013).
10.23First Amendment to Amended and Restated Loan Agreement, dated December 28, 2013, between Piper Jaffray & Co. and U.S. Bank National Association (incorporated by reference to Exhibit 10.18 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2013, filed February 28, 2014).
10.24Second Amendment to Amended and Restated Loan Agreement, dated December 19, 2014, between Piper Jaffray & Co. and U.S. Bank National Association (incorporated by reference to Exhibit 10.23 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015).
10.25Third Amendment to Amended and Restated Loan Agreement, dated December 18, 2015, between Piper Jaffray & Co. and U.S. Bank National Association. *
10.26Amended and Restated Note Purchase Agreement dated June 2, 2014 among Piper Jaffray Companies, Piper Jaffray & Co. and the Purchasers party thereto (incorporated by reference to Exhibit 10.1 to the Company's Current Report on Form 8-K, filed June 5, 2014).
10.27Second Amended and Restated Note Purchase Agreement dated October 8, 2015 among Piper Jaffray Companies, Piper Jaffray & Co., and the Purchasers party thereto (incorporated by reference to Exhibit 10.1 to the Company’s Current Report on Form 8-K, filed October 13, 2015).

119



Exhibit
NumberDescription
10.28Consulting Agreement dated March 19, 2014, by and between Advisory Research, Inc. and Brien M. O'Brien (incorporated by reference to Exhibit 10.1 to the Company's Current Report on Form 8-K, filed March 19, 2014).
10.29Compensation Arrangement with M. Brad Winges (incorporated by reference to Exhibit 10.24 to the Company's Annual Report on Form 10-K for the year ended December 31, 2012, filed February 27, 2013). †
10.30Restricted Limited Partnership Interest Agreement dated February 23, 2015, by and between Piper Jaffray Investment Management LLC and M. Brad Winges (incorporated by reference to Exhibit 10.27 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015). †
10.31Advisory Research, Inc. Long-Term Incentive Plan (incorporated by reference to Exhibit 10.26 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2013, filed February 28, 2014). †
10.32Amended and Restated Piper Jaffray Companies Mutual Fund Restricted Share Investment Plan (incorporated by reference to Exhibit 10.29 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2011, filed February 27, 2012). †
10.33Form of Mutual Fund Restricted Share Agreement for Employee Grants in 2012 and 2013 (related to performance in 2011 and 2012, respectively) (incorporated by reference to Exhibit 10.30 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2011, filed February 27, 2012). †
10.34Form of Mutual Fund Restricted Share Agreement for Employee Grants in 2014 (related to performance in 2013) (incorporated by reference to Exhibit 10.29 to the Company's Annual Report on Form 10-K for the year ended December 31, 2013, filed February 28, 2014). †
10.35Form of Mutual Fund Restricted Share Agreement for Employee Grants in 2015 (related to performance in 2014) (incorporated by reference to Exhibit 10.32 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015). †
10.36Form of Mutual Fund Restricted Share Agreement for California-based Employee Grants in 2015 (related to performance in 2014) (incorporated by reference to Exhibit 10.33 to the Company’s Annual Report on Form 10-K for the year ended December 31, 2014, filed February 26, 2015). †
10.37Form of Restricted Stock and Mutual Fund Restricted Share Agreement for Employee Grants in 2016 (related to performance in 2015) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan and Mutual Fund Restricted Share Investment Plan. † *
10.38Form of Restricted Stock and Mutual Fund Restricted Share Agreement for California-based Employee Grants in 2016 (related to performance in 2015) under the Piper Jaffray Companies Amended and Restated 2003 Annual and Long-Term Incentive Plan and Mutual Fund Restricted Share Investment Plan. † *
21.1Subsidiaries of Piper Jaffray Companies *
23.1Consent of Ernst & Young LLP *
24.1Power of Attorney *
31.1Rule 13a-14(a)/15d-14(a) Certification of Chairman and Chief Executive Officer. *
31.2Rule 13a-14(a)/15d-14(a) Certification of Chief Financial Officer. *
32.1Section 1350 Certifications. **
101Interactive data files pursuant to Rule 405 Registration S-T: (i) the Consolidated Statements of Financial Condition as of December 31, 2015 and December 31, 2014, (ii) the Consolidated Statements of Operations for the years ended December 31, 2015, 2014 and 2013, (iii) the Consolidated Statements of Comprehensive Income for the years ended December 31, 2015, 2014 and 2013, (iv) the Consolidated Statements of Cash Flows for the years ended December 31, 2015, 2014 and 2013 and (v) the notes to the Consolidated Financial Statements.
_______________________
#The Company hereby agrees to furnish supplementally to the Commission upon request any omitted exhibit or schedule.
This exhibit is a management contract or compensatory plan or agreement.
*Filed herewith
**This information is furnished and not filed for purposes of Section 11 and 12 of the Securities Act of 1933 and Section 18 of the Securities Exchange Act of 1934.



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