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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
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
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 $ 60,980
Expected life (in years) 8 years 8 years
Prepayment speed assumption (annual CPR) 7.00% 9.00%
Decrease in fair value from:    
10% adverse change $ 1,668 $ 2,022
25% adverse change $ 4,027 $ 4,839
Impact of adverse change in prepayment speed 25.00% 25.00%
Discount rate assumption 11.00% 11.00%
Decrease in fair value from:    
100 basis point increase $ 2,323 $ 2,386
200 basis point increase $ 4,493 $ 4,597
Impact on discount rate of basis point increase 1.00% 1.00%
Decrease in fair value from:    
Impact of adverse change in expected credit losses (as a percent) 25.00% 25.00%
Senior IO 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 $ 33,773
Expected life (in years) 7 years 6 years
Prepayment speed assumption (annual CPR) 10.00% 10.00%
Decrease in fair value from:    
10% adverse change $ 2,151 $ 1,371
25% adverse change $ 5,127 $ 3,289
Impact of adverse change in prepayment speed 25.00% 25.00%
Discount rate assumption 12.00% 11.00%
Decrease in fair value from:    
100 basis point increase $ 2,190 $ 1,158
200 basis point increase $ 4,226 $ 2,265
Impact on discount rate of basis point increase 1.00% 1.00%
Credit loss assumption 0.20% 0.25%
Decrease in fair value from:    
10% higher losses $ 0 $ 0
25% higher losses $ 0 $ 0
Impact of adverse change in expected credit losses (as a percent) 25.00% 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 $ 286,908
Expected life (in years) 15 years 13 years
Prepayment speed assumption (annual CPR) 9.00% 11.00%
Decrease in fair value from:    
10% adverse change $ 201 $ 611
25% adverse change $ 1,372 $ 1,506
Impact of adverse change in prepayment speed 25.00% 25.00%
Discount rate assumption 6.00% 5.00%
Decrease in fair value from:    
100 basis point increase $ 21,982 $ 25,827
200 basis point increase $ 40,641 $ 47,885
Impact on discount rate of basis point increase 1.00% 1.00%
Credit loss assumption 0.20% 0.25%
Decrease in fair value from:    
10% higher losses $ 1,387 $ 1,551
25% higher losses $ 3,471 $ 3,873
Impact of adverse change in expected credit losses (as a percent) 25.00% 25.00%