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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
6 Months Ended
Dec. 31, 2018
Jun. 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 $ 58,572 $ 45,010
Expected life (in years) 8 years 6 years
Prepayment speed assumption (annual CPR) 7.00% 11.00%
Decrease in fair value from:    
10% adverse change $ 1,668 $ 1,898
25% adverse change $ 4,027 $ 4,513
Discount rate assumption 11.00% 11.00%
Decrease in fair value from:    
100 basis point increase $ 2,323 $ 1,624
200 basis point increase 4,493 $ 3,135
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 $ 61,178 $ 49,014
Expected life (in years) 7 years 6 years
Prepayment speed assumption (annual CPR) 10.00% 12.00%
Decrease in fair value from:    
10% adverse change $ 2,151 $ 1,905
25% adverse change $ 5,127 $ 4,857
Discount rate assumption 12.00% 13.00%
Decrease in fair value from:    
100 basis point increase $ 2,190 $ 1,310
200 basis point increase $ 4,226 $ 2,758
Credit loss assumption 0.20% 0.21%
Decrease in fair value from:    
10% higher losses $ 0 $ 0
25% higher losses 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 $ 230,247 $ 209,121
Expected life (in years) 15 years 14 years
Prepayment speed assumption (annual CPR) 9.00% 13.00%
Decrease in fair value from:    
10% adverse change $ 201 $ 158
25% adverse change $ 1,372 $ 1,124
Discount rate assumption 6.00% 5.00%
Decrease in fair value from:    
100 basis point increase $ 21,982 $ 20,756
200 basis point increase $ 40,641 $ 38,452
Credit loss assumption 0.20% 0.21%
Decrease in fair value from:    
10% higher losses $ 1,387 $ 1,645
25% higher losses $ 3,471 $ 4,112
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%