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Investment Fair Value Changes - Components of Investment Activities (Details) - Investment Fair Value Changes, Net - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net $ 35,500 $ (25,689) $ 10,374
Residential loans held-for-investment, at Redwood      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 58,891 (29,573) (5,765)
Single-family rental loans held-for-investment      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 272 0 0
Residential bridge loans held-for-investment      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net (2,139) (29) 0
Trading securities      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 56,046 (8,055) 39,526
Servicer advance investments      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 3,001 (701) 0
Excess MSRs      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net (3,260) 1,823 0
Shared home appreciation options      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 842 0 0
REO      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net (1,045) 0 0
Net investments in Legacy Sequoia entities      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net (1,545) (1,016) (8,027)
Net investments in Sequoia Choice entities      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 6,947 443 (323)
Freddie Mac SLST      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 27,206 1,271 0
Freddie Mac K-Series      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 21,430 931 0
CAFL      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net (3,636) 0 0
Risk-sharing and other investments      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net (341) (434) (1,484)
Risk management derivatives, net      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net (127,169) 9,740 (12,842)
Valuation adjustments on commercial loans held-for-sale      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net 0 0 300
Impairments on AFS securities      
Investment Holdings [Line Items]      
Investment Fair Value Changes, Net $ 0 $ (89) $ (1,011)