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Residential Loans - Summary of Classifications and Carrying Value of Residential Loans (Detail) (USD $)
In Thousands, unless otherwise specified
Mar. 31, 2015
Dec. 31, 2014
Mortgage Loans on Real Estate [Line Items]    
Residential loans $ 3,399,755us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer $ 3,398,573us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
Residential Loans at Fair Value | Conforming Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 200,869us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_ConformingLoanMember
244,714us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_ConformingLoanMember
Residential Loans at Fair Value | Jumbo Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 892,544us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
1,096,317us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
Residential Loans at Lower of Cost or Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 1,472us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtLowerOfCostOrFairValueMember
1,488us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtLowerOfCostOrFairValueMember
Residential Loans Held For Investment at Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 1,000,000us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtFairValueMember
 
Residential Loans Held For Investment at Fair Value | Jumbo Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 2,304,870us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
581,668us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
Residential Loans Held For Investment At Amortized Cost    
Mortgage Loans on Real Estate [Line Items]    
Residential loans   1,474,386us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
Redwood    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 2,095,329us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
1,924,187us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
Redwood | Residential Loans at Fair Value | Conforming Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 200,869us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_ConformingLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
244,714us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_ConformingLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
Redwood | Residential Loans at Fair Value | Jumbo Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 892,544us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
1,096,317us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
Redwood | Residential Loans at Lower of Cost or Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 1,472us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtLowerOfCostOrFairValueMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
1,488us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtLowerOfCostOrFairValueMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
Redwood | Residential Loans Held For Investment at Fair Value | Jumbo Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 1,000,444us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
581,668us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
Redwood | Residential Loans Held For Investment At Amortized Cost    
Mortgage Loans on Real Estate [Line Items]    
Residential loans   0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= us-gaap_ParentCompanyMember
Sequoia    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 1,304,426us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
1,474,386us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Residential Loans at Fair Value | Conforming Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_ConformingLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_ConformingLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Residential Loans at Fair Value | Jumbo Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Residential Loans at Lower of Cost or Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtLowerOfCostOrFairValueMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansAtLowerOfCostOrFairValueMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Residential Loans Held For Investment at Fair Value | Jumbo Loan    
Mortgage Loans on Real Estate [Line Items]    
Residential loans 1,304,426us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
0us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtFairValueMember
/ us-gaap_MortgageLoansOnRealEstateLoanTypeAxis
= rwt_JumboLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Residential Loans Held For Investment At Amortized Cost    
Mortgage Loans on Real Estate [Line Items]    
Residential loans   $ 1,474,386us-gaap_LoansAndLeasesReceivableNetReportedAmountConsumer
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_ResidentialLoansHeldForInvestmentAtAmortizedCostMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember