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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
3 Months Ended
Dec. 31, 2018
Mar. 31, 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 $ 53,657
Expected life (in years) 8 years 8 years
Prepayment speed assumption (annual CPR) 7.00% 8.00%
Decrease in fair value from:    
10% adverse change $ 1,668 $ 1,749
25% adverse change $ 4,027 $ 4,199
Discount rate assumption 11.00% 11.00%
Decrease in fair value from:    
100 basis point increase $ 2,323 $ 2,092
200 basis point increase 4,493 $ 4,036
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 $ 57,536
Expected life (in years) 7 years 7 years
Prepayment speed assumption (annual CPR) 10.00% 10.00%
Decrease in fair value from:    
10% adverse change $ 2,151 $ 1,951
25% adverse change $ 5,127 $ 4,924
Discount rate assumption 12.00% 12.00%
Decrease in fair value from:    
100 basis point increase $ 2,190 $ 1,783
200 basis point increase $ 4,226 $ 3,629
Credit loss assumption 0.20% 0.20%
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 $ 221,367
Expected life (in years) 15 years 15 years
Prepayment speed assumption (annual CPR) 9.00% 8.00%
Decrease in fair value from:    
10% adverse change $ 201 $ 92
25% adverse change $ 1,372 $ 927
Discount rate assumption 6.00% 5.00%
Decrease in fair value from:    
100 basis point increase $ 21,982 $ 22,094
200 basis point increase $ 40,641 $ 40,797
Credit loss assumption 0.20% 0.20%
Decrease in fair value from:    
10% higher losses $ 1,387 $ 1,504
25% higher losses $ 3,471 $ 3,754
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%