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Principles of Consolidation - Key Assumptions and Sensitivity Analysis for Assets Retained from Unconsolidated Variable Interest Entity's Sponsored by Redwood (Details) - Variable Interest Entity, Not Primary Beneficiary - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2019
Dec. 31, 2018
Sep. 30, 2019
MSRs      
Sensitivity Analysis of Fair Value of Interests Continued to be Held by Transferor, Servicing Assets or Liabilities, Impact of Adverse Change in Assumption [Line Items]      
Fair value $ 37,904 $ 58,572 $ 37,904
Expected life (in years) 6 years 8 years  
Prepayment speed assumption (annual CPR) 14.00% 7.00%  
Decrease in fair value from:      
10% adverse change $ 1,893 $ 1,668 1,893
25% adverse change $ 4,486 $ 4,027 4,486
Discount rate assumption 11.00% 11.00%  
Decrease in fair value from:      
100 basis point increase $ 1,259 $ 2,323 1,259
200 basis point increase 2,436 4,493 $ 2,436
Decrease in fair value from:      
Impact of adverse change in prepayment speed     25.00%
Impact of increase in discount rate assumption     1.00%
Impact of adverse change in expected credit losses     25.00%
Senior Securities      
Sensitivity Analysis of Fair Value of Interests Continued to be Held by Transferor, Servicing Assets or Liabilities, Impact of Adverse Change in Assumption [Line Items]      
Fair value $ 41,827 $ 61,178 $ 41,827
Expected life (in years) 5 years 7 years  
Prepayment speed assumption (annual CPR) 16.00% 10.00%  
Decrease in fair value from:      
10% adverse change $ 1,977 $ 2,151 1,977
25% adverse change $ 5,189 $ 5,127 5,189
Discount rate assumption 13.00% 12.00%  
Decrease in fair value from:      
100 basis point increase $ 848 $ 2,190 848
200 basis point increase $ 1,977 $ 4,226 1,977
Credit loss assumption 0.21% 0.20%  
Decrease in fair value from:      
10% higher losses $ 0 $ 0 0
25% higher losses 0 0 $ 0
Impact of adverse change in prepayment speed     25.00%
Impact of increase in discount rate assumption     1.00%
Impact of adverse change in expected credit losses     25.00%
Subordinate Securities      
Sensitivity Analysis of Fair Value of Interests Continued to be Held by Transferor, Servicing Assets or Liabilities, Impact of Adverse Change in Assumption [Line Items]      
Fair value $ 206,433 $ 230,247 $ 206,433
Expected life (in years) 13 years 15 years  
Prepayment speed assumption (annual CPR) 16.00% 9.00%  
Decrease in fair value from:      
10% adverse change $ 454 $ 201 454
25% adverse change $ 1,802 $ 1,372 1,802
Discount rate assumption 5.00% 6.00%  
Decrease in fair value from:      
100 basis point increase $ 19,313 $ 21,982 19,313
200 basis point increase $ 35,950 $ 40,641 35,950
Credit loss assumption 0.21% 0.20%  
Decrease in fair value from:      
10% higher losses $ 1,666 $ 1,387 1,666
25% higher losses $ 4,153 $ 3,471 $ 4,153
Impact of adverse change in prepayment speed     25.00%
Impact of increase in discount rate assumption     1.00%
Impact of adverse change in expected credit losses     25.00%