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Carrying Value for Residential Loans Held-for-Investment at Amortized Cost (Detail) (USD $)
In Thousands, unless otherwise specified
Dec. 31, 2014
Dec. 31, 2013
Dec. 31, 2012
Mortgage Loans on Real Estate [Line Items]      
Carrying Value $ 3,398,573us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer $ 2,166,434us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer $ 2,835,470us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
Residential Loans Held For Investment At Amortized Cost      
Mortgage Loans on Real Estate [Line Items]      
Principal balance 1,483,213us-gaap_PrincipalAmountOutstandingOnLoansManagedAndSecuritized
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
1,770,803us-gaap_PrincipalAmountOutstandingOnLoansManagedAndSecuritized
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
 
Unamortized premium, net 12,511us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
16,791us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
 
Recorded investment 1,495,724us-gaap_NotesReceivableNet
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
1,787,594us-gaap_NotesReceivableNet
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
 
Allowance for loan losses (21,338)us-gaap_AllowanceForLoanAndLeaseLossesRealEstate
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
(25,427)us-gaap_AllowanceForLoanAndLeaseLossesRealEstate
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
 
Carrying Value $ 1,474,386us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
$ 1,762,167us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember