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Activity for Residential First-Lien Mortgage Servicing Rights (Detail) (USD $)
In Thousands, unless otherwise specified
12 Months Ended
Dec. 31, 2014
Dec. 31, 2013
Dec. 31, 2012
Servicing Assets at Fair Value [Line Items]      
Balance at beginning of period $ 64,824us-gaap_ServicingAssetAtFairValueAmount $ 5,315us-gaap_ServicingAssetAtFairValueAmount  
Additions 48,000us-gaap_ServicingAssetAtFairValueAdditions 44,063us-gaap_ServicingAssetAtFairValueAdditions 7,329us-gaap_ServicingAssetAtFairValueAdditions
Balance at End of Period 139,293us-gaap_ServicingAssetAtFairValueAmount 64,824us-gaap_ServicingAssetAtFairValueAmount 5,315us-gaap_ServicingAssetAtFairValueAmount
Mortgage Servicing Rights      
Servicing Assets at Fair Value [Line Items]      
Balance at beginning of period 64,824us-gaap_ServicingAssetAtFairValueAmount
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
5,315us-gaap_ServicingAssetAtFairValueAmount
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
 
Additions 95,550us-gaap_ServicingAssetAtFairValueAdditions
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
47,514us-gaap_ServicingAssetAtFairValueAdditions
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
 
Changes in assumptions (12,467)us-gaap_AssetAtFairValueChangesInFairValueResultingFromChangesInAssumptions
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
[1] 15,719us-gaap_AssetAtFairValueChangesInFairValueResultingFromChangesInAssumptions
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
[1]  
Other changes (8,614)us-gaap_ServicingAssetAtFairValueOtherChangesInFairValue
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
[2] (3,724)us-gaap_ServicingAssetAtFairValueOtherChangesInFairValue
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
[2]  
Balance at End of Period $ 139,293us-gaap_ServicingAssetAtFairValueAmount
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
$ 64,824us-gaap_ServicingAssetAtFairValueAmount
/ us-gaap_InvestmentTypeAxis
= rwt_MortgageServicingRightsMember
 
[1] Primarily reflects changes in prepayment assumptions due to changes in market interest rates.
[2] Represents changes due to realization of expected cash flows.