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Fair Value of Financial Instruments - Market Valuation Adjustments, Net (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
MSR income, net $ 3,521 $ 7,076 $ 7,860
Gain on re-measurement of 5 Arches investment 2,441 0  
Total Market Valuation Gains, Net 97,006 24,069 51,484
Mortgage Banking Activities, Net      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 69,326 57,000 51,844
Mortgage Banking Activities, Net | Residential Loans      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 3,267 23,144 31,493
Mortgage Banking Activities, Net | Residential loan purchase and forward sale commitments      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 60,260 (1,336) 37,880
Mortgage Banking Activities, Net | Single-family rental loans held-for-sale, at fair value      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 15,043 375 0
Mortgage Banking Activities, Net | Single-family rental loan purchase and interest rate lock commitments      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 1,961 78 0
Mortgage Banking Activities, Net | Residential bridge loans      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 4,518 0 0
Mortgage Banking Activities, Net | Risk management derivatives, net      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (15,723) 34,739 (17,529)
Investment Fair Value Changes, Net      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 35,500 (25,689) 10,374
Investment Fair Value Changes, Net | Risk management derivatives, net      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (127,169) 9,740 (12,842)
Investment Fair Value Changes, Net | Residential loans held-for-investment at Redwood      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 58,891 (29,573) (5,765)
Investment Fair Value Changes, Net | Single-family rental loans held-for-investment      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 272 0 0
Investment Fair Value Changes, Net | Residential bridge loans held-for-investment      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (2,139) (29) 0
Investment Fair Value Changes, Net | Trading securities      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 56,046 (8,055) 39,526
Investment Fair Value Changes, Net | Commercial loans held-for-sale      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 0 0 300
Investment Fair Value Changes, Net | Servicer advance investments      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 3,001 (701) 0
Investment Fair Value Changes, Net | Excess MSRs      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (3,260) 1,823 0
Investment Fair Value Changes, Net | Shared home appreciation options      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 842 0 0
Investment Fair Value Changes, Net | REO      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (1,045) 0 0
Investment Fair Value Changes, Net | Net investments in Legacy Sequoia entities      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (1,545) (1,016) (8,027)
Investment Fair Value Changes, Net | Net investments in Sequoia Choice entities      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 6,947 443 (323)
Investment Fair Value Changes, Net | Net investments in Freddie Mac SLST entities      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 27,206 1,271 0
Investment Fair Value Changes, Net | Net investments in Freddie Mac K-Series entities      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 21,430 931 0
Investment Fair Value Changes, Net | Net investments in CAFL entities      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (3,636) 0 0
Investment Fair Value Changes, Net | Risk-sharing and other investments      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets (341) (434) (1,484)
Investment Fair Value Changes, Net | Impairments on AFS securities      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Changes in fair value of assets 0 (89) (1,011)
Other Income      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
MSR income, net (7,820) (7,242) (10,734)
Gain on re-measurement of 5 Arches investment 2,441 0 0
Other Income | Risk management derivatives, net      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
MSR income, net 8,595 (4,734) (568)
Other Income | MSRs      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
MSR income, net $ (18,856) $ (2,508) $ (10,166)