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Consolidated Balance Sheets (Parenthetical) (USD $)
In Thousands, except Share data, unless otherwise specified
Dec. 31, 2014
Dec. 31, 2013
Long-term debt at fair value $ 66,707us-gaap_LongTermDebtFairValue $ 66,146us-gaap_LongTermDebtFairValue
Common stock, par value $ 0.01us-gaap_CommonStockParOrStatedValuePerShare $ 0.01us-gaap_CommonStockParOrStatedValuePerShare
Common stock, shares authorized 180,000,000us-gaap_CommonStockSharesAuthorized 180,000,000us-gaap_CommonStockSharesAuthorized
Common stock, issued 83,443,141us-gaap_CommonStockSharesIssued 82,504,801us-gaap_CommonStockSharesIssued
Common stock, outstanding 83,443,141us-gaap_CommonStockSharesOutstanding 82,504,801us-gaap_CommonStockSharesOutstanding
Variable interest held by entity, assets 1,900,208us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets 2,299,576us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets
Variable interest held by entity, liabilities 1,546,490us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities 1,944,911us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities
Commercial Loans Held For Investment    
Loans at fair value $ 71,262us-gaap_ReceivablesFairValueDisclosure
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_CommercialLoansHeldForInvestmentMember
$ 0us-gaap_ReceivablesFairValueDisclosure
/ us-gaap_FinancingReceivableRecordedInvestmentByClassOfFinancingReceivableAxis
= rwt_CommercialLoansHeldForInvestmentMember