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Fair Value of Financial Instruments - Portion of Net Gains (Losses) Attributable to Level 3 Assets and Liabilities Still Held Included in Net Income (Details) - USD ($) $ in Thousands | 3 Months Ended
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Mar. 31, 2021 | Mar. 31, 2020
Residential loan purchase commitments, net |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 liabilities still held included in net income | $ (35,661) | $ (3,967)
Contingent consideration |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 liabilities still held included in net income | 0 | (312)
Held-for-investment at fair value | Residential loans at Redwood |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | (9,978) | (102,867)
Held-for-investment at fair value | Sequoia Choice |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 4,201 | (179,499)
Held-for-investment at fair value | Freddie Mac SLST |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 4,088 | (193,035)
Business purpose loans |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 5,104 | (68,864)
Multifamily loans | Freddie Mac K-Series |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 8,921 | (10,351)
Single family rental loans | CAFL |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 370 | (271,917)
Trading securities |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 490 | (136,359)
Servicer advance investments |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | (160) | (6,062)
MSRs |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 756 | (16,640)
Excess MSRs |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | (1,952) | (9,494)
Shared home appreciation options |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | 5,315 | (7,554)
Residential loan purchase commitments, net |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Net gains (losses) attributable to level 3 assets still held included in net income | $ 1,053 | $ 0

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