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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 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Loan purchase commitments        
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 $ (4,646) $ 0 $ (4,687) $ 0
Asset-backed securities issued        
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 (279) (11,977) (21,014) (22,516)
Residential Loans 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 (12,981) 16,506 (51,029) 19,738
Residential Loans Held For Investment at Fair Value | Residential loans at consolidated Sequoia entities        
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 367 11,038 20,914 19,452
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 (1,989) 15,880 (6,011) 24,529
AFS securities retained, at fair value        
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 (56) (128) (56) (245)
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 689 (2,038) 4,610 (1,354)
Loan purchase commitments        
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 2,835 994 2,901 1,111
Guarantee Asset        
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 $ (120) $ (558) $ 66 $ (804)