Fair Value of Financial Instruments | Fair Value of Financial Instruments For financial reporting purposes, we follow a fair value hierarchy established under GAAP that is used to determine the fair value of financial instruments. This hierarchy prioritizes relevant market inputs in order to determine an “exit price” at the measurement date, or the price at which an asset could be sold or a liability could be transferred in an orderly process that is not a forced liquidation or distressed sale. Level 1 inputs are observable inputs that reflect quoted prices for identical assets or liabilities in active markets. Level 2 inputs are observable inputs other than quoted prices for an asset or liability that are obtained through corroboration with observable market data. Level 3 inputs are unobservable inputs (e.g., our own data or assumptions) that are used when there is little, if any, relevant market activity for the asset or liability required to be measured at fair value. In certain cases, inputs used to measure fair value fall into different levels of the fair value hierarchy. In such cases, the level at which the fair value measurement falls is determined based on the lowest level input that is significant to the fair value measurement. Our assessment of the significance of a particular input requires judgment and considers factors specific to the asset or liability being measured. The following table presents the carrying values and estimated fair values of assets and liabilities that are required to be recorded or disclosed at fair value at June 30, 2019 and December 31, 2018 . Table 5.1 – Carrying Values and Fair Values of Assets and Liabilities June 30, 2019 December 31, 2018 Carrying Value Fair Value Carrying Value Fair Value (In Thousands) Assets Residential loans, held-for-sale At fair value $ 1,056,178 $ 1,056,178 $ 1,048,690 $ 1,048,690 At lower of cost or fair value 109 128 111 131 Residential loans, held-for-investment 6,227,078 6,227,078 6,205,941 6,205,941 Business purpose residential loans 250,854 250,854 141,258 141,258 Multifamily loans 3,749,657 3,749,657 2,144,598 2,144,598 Trading securities 1,205,389 1,205,389 1,118,612 1,118,612 Available-for-sale securities 272,097 272,097 333,882 333,882 Servicer advance investments (1) 259,222 259,222 300,468 300,468 MSRs (1) 47,396 47,396 60,281 60,281 Participation in loan warehouse facility (1) — — 39,703 39,703 Excess MSRs (1) 33,620 33,620 27,312 27,312 Cash and cash equivalents 218,145 218,145 175,764 175,764 Restricted cash 33,953 33,953 29,313 29,313 Accrued interest receivable 54,265 54,265 47,105 47,105 Derivative assets 26,609 26,609 35,789 35,789 REO (2) 6,305 6,509 3,943 4,396 Margin receivable (2) 211,199 211,199 100,773 100,773 FHLBC stock (2) 43,393 43,393 43,393 43,393 Guarantee asset (2) 1,999 1,999 2,618 2,618 Pledged collateral (2) 42,913 42,913 42,433 42,433 Liabilities Short-term debt facilities $ 2,026,418 $ 2,026,418 $ 1,937,920 $ 1,937,920 Short-term debt - servicer advance financing 236,231 236,231 262,740 262,740 Accrued interest payable 47,092 47,092 42,528 42,528 Margin payable (3) — — 835 835 Guarantee obligation (3) 15,744 15,456 16,711 16,774 Contingent consideration (3) 24,932 24,932 — — Derivative liabilities 173,847 173,847 84,855 84,855 ABS issued at fair value 6,913,129 6,913,129 5,410,073 5,410,073 FHLBC long-term borrowings 1,999,999 1,999,999 1,999,999 1,999,999 Convertible notes, net 634,805 639,849 633,196 618,271 Trust preferred securities and subordinated notes, net 138,605 97,650 138,582 102,533 (1) These investments are included in Other investments on our consolidated balance sheets. (2) These assets are included in Other assets on our consolidated balance sheets. (3) These liabilities are included in Accrued expenses and other liabilities on our consolidated balance sheets. During the three and six months ended June 30, 2019 , we elected the fair value option for $2 million and $34 million of residential senior securities, respectively, $86 million and $206 million of subordinate securities, respectively, $1.53 billion and $2.53 billion of residential loans (principal balance), respectively, $112 million and $177 million of business purpose residential loans (principal balance), respectively, zero and $69 million of servicer advance investments, respectively, and $5 million and $7 million of excess MSRs, respectively. We anticipate electing the fair value option for all future purchases of residential and business purpose residential loans that we intend to sell to third parties or transfer to securitizations, as well as for certain securities we purchase, including IO securities and fixed-rate securities rated investment grade or higher. The following table presents the assets and liabilities that are reported at fair value on our consolidated balance sheets on a recurring basis at June 30, 2019 and December 31, 2018 , as well as the fair value hierarchy of the valuation inputs used to measure fair value. Table 5.2 – Assets and Liabilities Measured at Fair Value on a Recurring Basis June 30, 2019 Carrying Value Fair Value Measurements Using (In Thousands) Level 1 Level 2 Level 3 Assets Residential loans $ 7,283,256 $ — $ — $ 7,283,256 Business purpose residential loans 250,854 — — 250,854 Multifamily loans 3,749,657 — — 3,749,657 Trading securities 1,205,389 — — 1,205,389 Available-for-sale securities 272,097 — — 272,097 Servicer advance investments 259,222 — — 259,222 MSRs 47,396 — — 47,396 Excess MSRs 33,620 — — 33,620 Derivative assets 26,609 1,784 19,258 5,567 Pledged collateral 42,913 42,913 — — FHLBC stock 43,393 — 43,393 — Guarantee asset 1,999 — — 1,999 Liabilities Contingent consideration $ 24,932 $ — $ — $ 24,932 Derivative liabilities 173,847 4,639 168,436 772 ABS issued 6,913,129 — — 6,913,129 December 31, 2018 Carrying Value Fair Value Measurements Using (In Thousands) Level 1 Level 2 Level 3 Assets Residential loans $ 7,254,631 $ — $ — $ 7,254,631 Business purpose residential loans 141,258 — — 141,258 Multifamily loans 2,144,598 — — 2,144,598 Trading securities 1,118,612 — — 1,118,612 Available-for-sale securities 333,882 — — 333,882 Servicer advance investments 300,468 — — 300,468 MSRs 60,281 — — 60,281 Excess MSRs 27,312 — — 27,312 Derivative assets 35,789 4,665 28,211 2,913 Pledged collateral 42,433 42,433 — — FHLBC stock 43,393 — 43,393 — Guarantee asset 2,618 — — 2,618 Liabilities Derivative liabilities $ 84,855 $ 13,215 $ 70,908 $ 732 ABS issued 5,410,073 — — 5,410,073 The following table presents additional information about Level 3 assets and liabilities measured at fair value on a recurring basis for the six months ended June 30, 2019 . Table 5.3 – Changes in Level 3 Assets and Liabilities Measured at Fair Value on a Recurring Basis Assets Residential Loans Business Purpose Residential Loans Multifamily Loans Trading Securities AFS Securities Servicer Advance Investments MSRs Excess MSRs Guarantee Asset (In Thousands) Beginning balance - December 31, 2018 $ 7,254,631 $ 141,258 $ 2,144,598 $ 1,118,612 $ 333,882 $ 300,468 $ 60,281 $ 27,312 $ 2,618 Acquisitions 2,583,951 29,093 1,481,554 240,478 8,954 68,976 868 6,810 — Originations — 169,562 — — — — — — — Sales (2,088,273 ) (43,548 ) — (174,216 ) (67,001 ) — — — — Principal paydowns (614,975 ) (43,931 ) (7,516 ) (14,836 ) (24,207 ) (111,662 ) — — — Gains (losses) in net income, net 147,969 3,416 131,021 40,302 17,503 1,440 (13,753 ) (502 ) (619 ) Unrealized losses in OCI, net — — — — 2,966 — — — — Other settlements, net (1) (47 ) (4,996 ) — (4,951 ) — — — — — Ending Balance - June 30, 2019 $ 7,283,256 $ 250,854 $ 3,749,657 $ 1,205,389 $ 272,097 $ 259,222 $ 47,396 $ 33,620 $ 1,999 Table 5.3 – Changes in Level 3 Assets and Liabilities Measured at Fair Value on a Recurring Basis (continued) Liabilities Derivatives (2) Contingent Consideration ABS Issued (In Thousands) Beginning balance - December 31, 2018 $ 2,181 $ — $ 5,410,073 Acquisitions — 24,621 1,738,537 Principal paydowns — — (416,791 ) Gains (losses) in net income, net 28,908 311 181,310 Other settlements, net (1) (26,294 ) — — Ending Balance - June 30, 2019 $ 4,795 $ 24,932 $ 6,913,129 (1) Other settlements, net for residential and business purpose residential loans represents the transfer of loans to REO, and for derivatives, the settlement of forward sale commitments and the transfer of the fair value of loan purchase commitments at the time loans are acquired to the basis of residential loans. Other settlements, net for trading securities relates to the consolidation of a Freddie Mac K-Series entity during the second quarter of 2019. (2) For the purpose of this presentation, derivative assets and liabilities, which consist of loan purchase and forward sale commitments, are presented on a net basis. The following table presents the portion of gains or losses included in our consolidated statements of income that were attributable to Level 3 assets and liabilities recorded at fair value on a recurring basis and held at June 30, 2019 and 2018 . Gains or losses incurred on assets or liabilities sold, matured, called, or fully written down during the three and six months ended June 30, 2019 and 2018 are not included in this presentation. Table 5.4 – Portion of Net Gains (Losses) Attributable to Level 3 Assets and Liabilities Still Held at June 30, 2019 and 2018 Included in Net Income Included in Net Income Three Months Ended June 30, Six Months Ended June 30, (In Thousands) 2019 2018 2019 2018 Assets Residential loans at Redwood $ 48,575 $ (12,981 ) $ 80,615 $ (51,029 ) Residential loans at consolidated Sequoia entities 6,772 367 21,243 20,914 Residential loans at consolidated Freddie Mac SLST entity 31,477 — 55,005 — Business purpose residential loans 3,038 — 4,032 — Multifamily loans at consolidated Freddie Mac K-Series entities 96,649 — 131,020 — Trading securities 17,771 (1,989 ) 38,658 (6,011 ) Available-for-sale securities — (56 ) — (56 ) Servicer advance investments 432 — 1,440 — MSRs (7,334 ) 689 (11,518 ) 4,610 Excess MSRs (66 ) — (502 ) — Loan purchase commitments 5,534 2,835 5,567 2,901 Other assets - Guarantee asset (277 ) (120 ) (196 ) 66 Liabilities Loan purchase commitments $ (756 ) $ (4,646 ) $ (772 ) $ (4,687 ) ABS issued (121,127 ) (279 ) (181,310 ) (21,014 ) The following table presents information on assets recorded at fair value on a non-recurring basis at June 30, 2019 . This table does not include the carrying value and gains or losses associated with the asset types below that were not recorded at fair value on our consolidated balance sheets at June 30, 2019 . Table 5.5 – Assets and Liabilities Measured at Fair Value on a Non-Recurring Basis at June 30, 2019 Gain (Loss) for June 30, 2019 Carrying Value Fair Value Measurements Using Three Months Ended Six Months Ended (In Thousands) Level 1 Level 2 Level 3 June 30, 2019 June 30, 2019 Assets REO $ 5,732 $ — $ — $ 5,732 $ (150 ) $ (422 ) The following table presents the net market valuation gains and losses recorded in each line item of our consolidated statements of income for the three and six months ended June 30, 2019 and 2018 . Table 5.6 – Market Valuation Gains and Losses, Net Three Months Ended June 30, Six Months Ended June 30, (In Thousands) 2019 2018 2019 2018 Mortgage Banking Activities, Net Residential loans held-for-sale, at fair value $ 3,379 $ 6,122 $ 6,912 $ 10,896 Residential loan purchase and forward sale commitments 16,888 (2,758 ) 28,199 (9,726 ) Single-family rental loans held-for-sale, at fair value 1,313 — 2,917 — Single-family rental loan purchase commitments 569 — 709 — Residential bridge loans 1,012 — 1,098 — Risk management derivatives, net (7,431 ) 6,150 (12,415 ) 34,582 Total mortgage banking activities, net (1) $ 15,730 $ 9,514 $ 27,420 $ 35,752 Investment Fair Value Changes, Net Residential loans held-for-investment, at Redwood $ 35,548 $ (15,010 ) $ 63,656 $ (53,995 ) Residential bridge loans held-for-investment (318 ) — (621 ) — Trading securities 18,442 (930 ) 40,302 (3,885 ) Servicer advance investments 432 — 1,440 — Excess MSRs (65 ) — (502 ) — REO (139 ) — (139 ) — Net investments in Legacy Sequoia entities (2) (123 ) (720 ) (497 ) (728 ) Net investments in Sequoia Choice entities (2) 2,879 1,072 6,144 986 Net investment in Freddie Mac SLST entity (2) 8,037 — 14,402 — Net investments in Freddie Mac K-Series entities (2) 3,246 — 6,365 — Risk-sharing investments (61 ) (209 ) (138 ) (348 ) Risk management derivatives, net (64,740 ) 16,742 (107,115 ) 60,524 Impairments on AFS securities — (56 ) — (56 ) Total investment fair value changes, net $ 3,138 $ 889 $ 23,297 $ 2,498 Other Income (Expense), Net MSRs $ (8,653 ) $ (745 ) $ (13,753 ) $ 2,147 Risk management derivatives, net 6,517 (1,122 ) 8,768 (6,261 ) Gain on re-measurement of 5 Arches investment — — 2,440 — Total other expense, net (3) $ (2,136 ) $ (1,867 ) $ (2,545 ) $ (4,114 ) Total Market Valuation Gains, Net $ 16,732 $ 8,536 $ 48,172 $ 34,136 (1) Mortgage banking activities, net presented above does not include fee income or provisions for repurchases that are components of Mortgage banking activities, net presented on our consolidated statements of income, as these amounts do not represent market valuation changes. (2) Includes changes in fair value of the residential loans held-for-investment, REO and the ABS issued at the entities, which netted together represent the change in value of our investments at the consolidated VIEs. (3) Other income (expense), net presented above does not include net MSR fee income or provisions for repurchases for MSRs, as these amounts do not represent market valuation adjustments. At June 30, 2019 , our valuation policy and processes had not changed from those described in our Annual Report on Form 10-K for the year ended December 31, 2018 . The following table provides quantitative information about the significant unobservable inputs used in the valuation of our Level 3 assets and liabilities measured at fair value. Table 5.7 – Fair Value Methodology for Level 3 Financial Instruments June 30, 2019 Fair Value Input Values (Dollars in Thousands, except Input Values) Unobservable Input Range Weighted Average Assets Residential loans, at fair value: Jumbo fixed-rate loans $ 2,724,429 Prepayment rate (annual CPR) 20 - 20 % 20 % Whole loan spread to TBA price $ 1.55 - $ 1.55 $ 1.55 Whole loan spread to swap rate 80 - 365 bps 179 bps Jumbo hybrid loans 344,151 Prepayment rate (annual CPR) 15 - 15 % 15 % Whole loan spread to swap rate 65 - 360 bps 141 bps Jumbo loans committed to sell 374,481 Whole loan committed sales price $ 101.84 - $ 103.08 $ 102.12 Loans held by Legacy Sequoia (1) 457,750 Liability price N/A N/A Loans held by Sequoia Choice (1) 2,147,356 Liability price N/A N/A Loans held by Freddie Mac SLST (1) 1,235,089 Liability price N/A N/A Business purpose residential loans: Single-family rental loans 91,501 IO discount rate 12 - 12 % 12 % Prepayment rate (annual CPR) 2 - 10 % 5 % Senior credit spread 95 - 95 bps 95 bps Subordinate credit spread 140 - 1,200 bps 306 bps Senior credit support 35 - 35 % 35 % Residential bridge loans 159,353 Discount rate 7 - 8 % 7 % Multifamily loans held by Freddie Mac K-Series (1) 3,749,657 Liability price N/A N/A Trading and AFS securities 1,477,486 Discount rate 3 - 14 % 5 % Prepayment rate (annual CPR) — - 60 % 10 % Default rate — - 20 % 2 % Loss severity — - 40 % 21 % Servicer advance investments 259,222 Discount rate 4 - 4 % 4 % Prepayment rate (annual CPR) 8 - 15 % 14 % Expected remaining life (2) 2 - 2 years 2 years Mortgage servicing income 6 - 14 bps 10 bps MSRs 47,396 Discount rate 11 - 17 % 11 % Prepayment rate (annual CPR) 5 - 45 % 12 % Per loan annual cost to service $ 82 - $ 82 $ 82 Excess MSRs 33,620 Discount rate 11 - 16 % 14 % Prepayment rate (annual CPR) 8 - 14 % 11 % Excess mortgage servicing income 8 - 17 bps 12 bps Guarantee asset 1,999 Discount rate 11 - 11 % 11 % Prepayment rate (annual CPR) 15 - 15 % 15 % REO 5,732 Loss severity 3 - 52 % 7 % Loan purchase commitments, net 4,707 MSR multiple 0.7 - 4.6 x 2.2 x Pull-through rate 7 - 100 % 70 % Whole loan spread to TBA price $ 0.61 - $ 1.55 $ 1.54 Whole loan spread to swap rate - fixed rate 115 - 365 bps 228 bps Prepayment rate (annual CPR) 15 - 20 % 18 % Whole loan spread to swap rate - hybrid 90 - 345 bps 129 bps Table 5.7 – Fair Value Methodology for Level 3 Financial Instruments (continued) June 30, 2019 Fair Value Input Values (Dollars in Thousands, except Input Values) Unobservable Input Range Weighted Average Liabilities ABS issued (1) : At consolidated Sequoia entities 2,378,306 Discount rate 3 - 15 % 4 % Prepayment rate (annual CPR) 8 - 49 % 19 % Default rate — - 9 % 2 % Loss severity 20 - 22 % 21 % At consolidated Freddie Mac SLST entity 991,766 Discount rate 3 - 8 % 3 % Prepayment rate (annual CPR) 6 - 6 % 6 % Default rate 2 - 2 % 2 % Loss severity 30 - 30 % 30 % At consolidated Freddie Mac K-Series entities 3,543,057 Discount rate 2 - 9 % 3 % Prepayment rate (annual CPR) — - — % — % Default rate 1 - 1 % 1 % Loss severity 20 - 20 % 20 % Contingent consideration 24,932 Discount rate 23 - 23 % 23 % Probability of outcomes (3) — - 100 % 90 % (1) The fair value of the loans held by consolidated entities was based on the fair value of the ABS issued by these entities, including securities we own, which we determined were more readily observable, in accordance with accounting guidance for collateralized financing entities. (2) Represents the estimated average duration of outstanding servicer advances at a given point in time (not taking into account new advances made with respect to the pool). (3) Represents the probability of a full payout of contingent purchase consideration. Determination of Fair Value A description of the instruments measured at fair value as well as the general classification of such instruments pursuant to the Level 1, Level 2, and Level 3 valuation hierarchy is listed herein. We generally use both market comparable information and discounted cash flow modeling techniques to determine the fair value of our Level 3 assets and liabilities. Use of these techniques requires determination of relevant inputs and assumptions, some of which represent significant unobservable inputs as indicated in the preceding table. Accordingly, a significant increase or decrease in any of these inputs – such as anticipated credit losses, prepayment rates, interest rates, or other valuation assumptions – in isolation would likely result in a significantly lower or higher fair value measurement. Residential loans at Redwood Estimated fair values for residential loans are determined using models that incorporate various observable inputs, including pricing information from whole loan sales and securitizations. Certain significant inputs in these models are considered unobservable and are therefore Level 3 in nature. Pricing inputs obtained from market whole loan transaction activity include indicative spreads to indexed to be announced ("TBA") prices and indexed swap rates for fixed-rate loans and indexed swap rates for hybrid loans (Level 3). Pricing inputs obtained from market securitization activity include indicative spreads to indexed TBA prices for senior residential mortgage-backed securities ("RMBS") and indexed swap rates for subordinate RMBS, and credit support levels (Level 3). Other unobservable inputs also include assumed future prepayment rates. Observable inputs include benchmark interest rates, swap rates, and TBA prices. These assets would generally decrease in value based upon an increase in the credit spread, prepayment speed, or credit support assumptions. Residential and multifamily loans at consolidated entities We have elected to account for our consolidated securitization entities as CFEs in accordance with GAAP. A CFE is a variable interest entity that holds financial assets and issues beneficial interests in those assets, and these beneficial interests have contractual recourse only to the related assets of the CFE. Accounting guidance for CFEs allow companies to elect to measure both the financial assets and financial liabilities of a CFE using the more observable of the fair value of the financial assets or fair value of the financial liabilities. Pursuant to this guidance, we use the fair value of the ABS issued by the CFEs (which we determined to be more observable) to determine the fair value of the loans held at these entities, whereby the net assets we consolidate in our financial statements related to these entities represent the estimated fair value of our retained interests in the CFEs. Business purpose residential loans Business purpose residential loans include single-family rental loans and residential bridge loans that are generally illiquid in nature and trade infrequently. Significant inputs in the valuation analysis are predominantly Level 3 in nature, due to the lack of readily available market quotes and related inputs. Prices for our single-family rental loans are determined using market comparable information. Significant inputs obtained from market activity include indicative spreads to indexed swap rates for senior and subordinate mortgage-backed securities ("MBS"), IO MBS discount rates, senior credit support levels, and assumed future prepayment rates (Level 3). These assets would generally decrease in value based upon an increase in the credit spread or prepayment speed assumptions. Prices for our residential bridge loans are determined using discounted cash flow modeling, which incorporates a primary significant unobservable input of discount rate. These assets would generally decrease in value based upon an increase in the discount rate. Real estate securities Real estate securities include residential, multifamily, and other mortgage-backed securities that are generally illiquid in nature and trade infrequently. Significant inputs in the valuation analysis are predominantly Level 3 in nature, due to the lack of readily available market quotes and related inputs. For real estate securities, we utilize both market comparable pricing and discounted cash flow analysis valuation techniques. Relevant market indicators that are factored into the analysis include bid/ask spreads, the amount and timing of credit losses, interest rates, and collateral prepayment rates. Estimated fair values are based on applying the market indicators to generate discounted cash flows (Level 3). These cash flow models use significant unobservable inputs such as a discount rate, prepayment rate, default rate and loss severity. The estimated fair value of our securities would generally decrease based upon an increase in discount rate, default rates, loss severities, or a decrease in prepayment rates. As part of our securities valuation process, we request and consider indications of value from third-party securities dealers. For purposes of pricing our securities at June 30, 2019 , we received dealer price indications on 88% of our securities, representing 96% of our carrying value. In the aggregate, our internal valuations of the securities for which we received dealer price indications were within 1% of the aggregate average dealer valuations. Once we receive the price indications from dealers, they are compared to other relevant market inputs, such as actual or comparable trades, and the results of our discounted cash flow analysis. In circumstances where relevant market inputs cannot be obtained, increased reliance on discounted cash flow analysis and management judgment are required to estimate fair value. Derivative assets and liabilities Our derivative instruments include swaps, swaptions, TBAs, loan purchase commitments ("LPCs"), and forward sale commitments ("FSCs"). Fair values of derivative instruments are determined using quoted prices from active markets, when available, or from valuation models and are supported by valuations provided by dealers active in derivative markets. Fair values of TBAs and financial futures are generally obtained using quoted prices from active markets (Level 1). Our derivative valuation models for swaps and swaptions require a variety of inputs, including contractual terms, market prices, yield curves, credit curves, measures of volatility, prepayment rates, and correlations of certain inputs. Model inputs can generally be verified and model selection does not involve significant management judgment (Level 2). LPC and FSC fair values for residential jumbo and single-family rental loans are estimated based on the estimated fair values of the underlying loans (as described in " Residential loans at Redwood " and " Business purpose residential loans " above). In addition, fair values for LPCs are estimated based on the probability that the mortgage loan will be purchased (the "Pull-through rate") (Level 3). For other derivatives, valuations are based on various factors such as liquidity, bid/ask spreads, and credit considerations for which we rely on available market inputs. In the absence of such inputs, management’s best estimate is used (Level 3). Servicer advance investments Estimated fair values for servicer advance investments are determined through internal pricing models that estimate future cash flows and utilize certain significant inputs that are considered unobservable and are therefore Level 3 in nature. Our estimations of cash flows include the combined cash flows of all of the components that comprise the servicer advance investments: existing advances, the requirement to purchase future advances, the recovery of advances, and the right to a portion of the associated mortgage servicing fee ("mortgage servicing income"). The valuation technique is based on discounted cash flows. Significant inputs used in the valuations included prepayment rate (of the loans underlying the investments), mortgage servicing income, servicer advance WAL (the weighted-average expected remaining life of servicer advances), and discount rate. These assets would generally decrease in value based upon an increase in prepayment rates, an increase in servicer advance WAL, or an increase in discount rate, or a decrease in mortgage servicing income. MSRs MSRs include the rights to service jumbo and conforming residential mortgage loans. Significant inputs in the valuation analysis are predominantly Level 3, due to the nature of these instruments and the lack of readily available market quotes. Changes in the fair value of MSRs occur primarily due to the collection/realization of expected cash flows, as well as changes in valuation inputs and assumptions. Estimated fair values are based on applying the inputs to generate the net present value of estimated future MSR income (Level 3). These discounted cash flow models utilize certain significant unobservable inputs including market discount rates, assumed future prepayment rates of serviced loans, and the market cost of servicing. An increase in these unobservable inputs would generally reduce the estimated fair value of the MSRs. As part of our MSR valuation process, we received a valuation estimate from a third-party valuations firm. In the aggregate, our internal valuation of the MSRs were within 2% of the third-party valuation. Excess MSRs Estimated fair values for excess MSRs are determined through internal pricing models that estimate future cash flows and utilize certain significant inputs that are considered unobservable and are therefore Level 3 in nature. The valuation technique is based on discounted cash flows. Significant inputs used in the valuations included prepayment rate (of the loans underlying the investments), the amount of excess servicing income expected to be received ("excess mortgage servicing income"), and discount rate. These assets would generally decrease in value based upon an increase in prepayment rates or discount rate, or a decrease in excess mortgage servicing income. FHLBC stock Our Federal Home Loan Bank ("FHLB") member subsidiary is required to purchase Federal Home Loan Bank of Chicago ("FHLBC") stock under a borrowing agreement between our FHLB-member subsidiary and the FHLBC. Under this agreement, the stock is redeemable at face value, which represents the carrying value and fair value of the stock (Level 2). Guarantee asset The guarantee asset represents the estimated fair value of cash flows we are contractually entitled to receive related to a risk-sharing arrangement with Fannie Mae. Significant inputs in the valuation analysis are Level 3, due to the nature of this asset and the lack of market quotes. The fair value of the guarantee asset is determined using a discounted cash flow model, for which significant unobservable inputs include assumed future prepayment rates and market discount rate (Level 3). An increase in prepayment rates or discount rate would generally reduce the estimated fair value of the guarantee asset. Pledged collateral Pledged collateral consists of cash and U.S. Treasury securities held by a custodian in association with certain agreements we have entered into. Treasury securities are carried at their fair value, which is determined using quoted prices in active markets (Level 1). Cash and cash equivalents Cash and cash equivalents include cash on hand and highly liquid investments with original maturities of three months or less. Fair values equal carrying values (Level 1). Restricted cash Restricted cash primarily includes interest-earning cash balances related to risk-sharing transactions with the Agencies, cash held in association with borrowings from the FHLBC, cash held at Servicing Investment entities, and cash held at consolidated Sequoia entities for the purpose of distribution to investors and reinvestment. Due to the short-term nature of the restrictions, fair values approximate carrying values (Level 1). Accrued interest receivable and payable Accrued interest receivable and payable includes interest due on our assets and payable on our liabilities. Due to the short-term nature of when these interest payments will be received or paid, fair values approximate carrying values (Level 1). Real estate owned Real estate owned ("REO") includes properties owned in satisfaction of foreclosed loans. Fair values are determined using available market quotes, appraisals, broker price opinions, comparable properties, or other indications of value (Level 3). Margin receivable Margin receivable reflects cash collateral we have posted with our various derivative and debt counterparties as required to satisfy margin requirements. Fair values approximate carrying values (Level 2). Contingent consideration Contingent consideration is related to our acquisition of 5 Arches and is estimated and recorded at fair value as part of purchase consideration. Each reporting period we estimate the change in fair value of the contingent consideration, and such change is recognized in our consolidated statements of income, unless it is determined to be a measurement period adjustment. The estimate of the fair value of contingent consideration requires significant judgment and assumptions to be made about future operating results, discount rates, and probabilities of projected operating result scenarios (Level 3). Short-term debt Short-term debt includes our credit facilities for residential and business purpose residential loans and real estate securities as well as non-recourse short-term borrowings used to finance servicer advance investments. As these borrowings are secured and subject to margin calls and as the rates on these borrowings reset frequently to market rates, we believe that carrying values approximate fair values (Level 2). ABS issued ABS issued includes asset-backed securities issued through the Legacy Sequoia and Sequoia Choice securitization entities, as well as securities issued by certain third-party Freddie Mac SLST and K-series securitization entities which we consolidate. These instruments are generally illiquid in nature and trade infrequently. Significant inputs in the valuation analysis are predominantly Level 3, due to the nature of these instruments and the lack of readily available market quotes. For ABS issued, we utilize both market comparable pricing and discounted cash flow analysis valuation techniques. Relevant market indicators factored into the analysis include bid/ask spreads, the amount and timing of collateral credit losses, interest rates, and collateral prepayment rates. Estimated fair values are based on applying the market indicators to generate discounted cash flows (Level 3). These cash flow models use significant unobservable inputs such as a discount rates, prepayment rate, default rate, loss severity and credit support. A decrease in cre |