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Summary of Carrying Value Components of Collateral for Asset-Backed Securities Issued and Outstanding (Detail) (USD $)
In Thousands, unless otherwise specified
Dec. 31, 2014
Dec. 31, 2013
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued $ 1,900,208rwt_CollateralForAssetBackedSecuritiesIssued $ 2,292,378rwt_CollateralForAssetBackedSecuritiesIssued
Residential Loans    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 1,474,386rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_ResidentialLoansMember
1,762,167rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_ResidentialLoansMember
Commercial Loans    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 194,991rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_CommercialLoanMember
257,741rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_CommercialLoanMember
Real Estate Securities    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 221,676rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RealEstateInvestmentMember
263,204rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RealEstateInvestmentMember
Restricted Cash    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 327rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember
289rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember
Accrued Interest Receivable    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 4,347rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
5,316rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
REO    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 4,481rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_OtherRealEstateOwnedMember
3,661rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_OtherRealEstateOwnedMember
Sequoia    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 1,481,303rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
1,768,694rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Residential Loans    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 1,474,386rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_ResidentialLoansMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
1,762,167rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_ResidentialLoansMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Restricted Cash    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 147rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
152rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | Accrued Interest Receivable    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 2,359rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
2,714rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Sequoia | REO    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 4,411rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_OtherRealEstateOwnedMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
3,661rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_OtherRealEstateOwnedMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_SequoiaSecuritizationEntitiesMember
Residential Resecuritization    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 222,196rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_ResecuritizationMember
263,831rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_ResecuritizationMember
Residential Resecuritization | Real Estate Securities    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 221,676rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RealEstateInvestmentMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_ResecuritizationMember
263,204rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RealEstateInvestmentMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_ResecuritizationMember
Residential Resecuritization | Restricted Cash    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 43rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_ResecuritizationMember
 
Residential Resecuritization | Accrued Interest Receivable    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 477rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_ResecuritizationMember
627rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_ResecuritizationMember
Commercial Securitization    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 196,709rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
259,853rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
Commercial Securitization | Commercial Loans    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 194,991rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_CommercialLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
257,741rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_CommercialLoanMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
Commercial Securitization | Restricted Cash    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 137rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
137rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
Commercial Securitization | Accrued Interest Receivable    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued 1,511rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
1,975rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_InterestReceivableMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember
Commercial Securitization | REO    
Financial Instruments Owned and Pledged as Collateral [Line Items]    
Collateral for ABS Issued $ 70rwt_CollateralForAssetBackedSecuritiesIssued
/ us-gaap_FinancialInstrumentsOwnedAndPledgedAsCollateralAxis
= rwt_OtherRealEstateOwnedMember
/ us-gaap_RelatedPartyTransactionsByRelatedPartyAxis
= rwt_CommercialSecuritizationEntityMember