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  <xsd:element abstract="true" id="rwt_CommercialMortgageBankingAndInvestmentsMember" name="CommercialMortgageBankingAndInvestmentsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_CommercialSecuredBorrowingsFairValueDisclosure" name="CommercialSecuredBorrowingsFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_CommercialSecuredLoanMember" name="CommercialSecuredLoanMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_CommercialSecuritizationEntityMember" name="CommercialSecuritizationEntityMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_CommonStockTransactionsAbstract" name="CommonStockTransactionsAbstract" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ConformingLoanMember" name="ConformingLoanMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ConvertibleSeniorNotesDue2018Member" name="ConvertibleSeniorNotesDue2018Member" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_CreditRiskTransferCRTSecuritiesMember" name="CreditRiskTransferCRTSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_DebtInstrumentAccruedInterest" name="DebtInstrumentAccruedInterest" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_DebtInstrumentAggregatePrincipalAmount" name="DebtInstrumentAggregatePrincipalAmount" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_DebtInstrumentAmortizedCost" name="DebtInstrumentAmortizedCost" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_DebtInstrumentAverageMaturityTerm" name="DebtInstrumentAverageMaturityTerm" nillable="true" substitutionGroup="xbrli:item" type="xbrli:durationItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_DebtInstrumentInterestRateIncludingHedgingCostsAndAmortizationOfDebtIssuanceCosts" name="DebtInstrumentInterestRateIncludingHedgingCostsAndAmortizationOfDebtIssuanceCosts" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_DebtInstrumentInterestRateMarginResetPeriod" name="DebtInstrumentInterestRateMarginResetPeriod" nillable="true" substitutionGroup="xbrli:item" type="xbrli:durationItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_DebtInstrumentMaturityYear" name="DebtInstrumentMaturityYear" nillable="true" substitutionGroup="xbrli:item" type="xbrli:gYearItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_DebtInstrumentRedemptionDate" name="DebtInstrumentRedemptionDate" nillable="true" substitutionGroup="xbrli:item" type="xbrli:dateItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_DebtInstrumentUnpaidInterestPaidByCash" name="DebtInstrumentUnpaidInterestPaidByCash" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_DeferredStockUnitsMember" name="DeferredStockUnitsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_DerivativeNumberOfCounterparties" name="DerivativeNumberOfCounterparties" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_DocumentAndEntityInformationAbstract" name="DocumentAndEntityInformationAbstract" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_EmployeeServiceSharebasedCompensationNonvestedAwardsCompensationCostNotyetRecognizedRollForward" name="EmployeeServiceSharebasedCompensationNonvestedAwardsCompensationCostNotyetRecognizedRollForward" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_EmployeeSeveranceEquityCompensationMember" name="EmployeeSeveranceEquityCompensationMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_EmployeeSeveranceFixedCompensationMember" name="EmployeeSeveranceFixedCompensationMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_EmployeeStockPurchasePlanMember" name="EmployeeStockPurchasePlanMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_EmployeeStockPurchasePlanNumberOfSharesAuthorized" name="EmployeeStockPurchasePlanNumberOfSharesAuthorized" nillable="true" substitutionGroup="xbrli:item" type="xbrli:sharesItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_EmployeeStockPurchasePlanNumberOfSharesPurchasedByEmployee" name="EmployeeStockPurchasePlanNumberOfSharesPurchasedByEmployee" nillable="true" substitutionGroup="xbrli:item" type="xbrli:sharesItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ExchangeableSeniorNotesDue2019Member" name="ExchangeableSeniorNotesDue2019Member" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueAndInvestmentsInDebtAndMarketableEquitySecuritiesAndCertainTradingAssetsDisclosuresTextBlock" name="FairValueAndInvestmentsInDebtAndMarketableEquitySecuritiesAndCertainTradingAssetsDisclosuresTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_FairValueAssetsAndLiabilitiesMeasuredOnNonrecurringBasisLineItems" name="FairValueAssetsAndLiabilitiesMeasuredOnNonrecurringBasisLineItems" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_FairValueAssetsAndLiabilitiesMeasuredOnNonrecurringBasisTable" name="FairValueAssetsAndLiabilitiesMeasuredOnNonrecurringBasisTable" nillable="true" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_FairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationLineItems" name="FairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationLineItems" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_FairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationTable" name="FairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationTable" nillable="true" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueInputsCommittedSalesPrice" name="FairValueInputsCommittedSalesPrice" nillable="true" substitutionGroup="xbrli:item" type="us-types:perUnitItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueInputsCreditSpreads" name="FairValueInputsCreditSpreads" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueInputsCreditSupport" name="FairValueInputsCreditSupport" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueInputsFalloutRate" name="FairValueInputsFalloutRate" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueInputsMortgageServicingRightMSRMultiple" name="FairValueInputsMortgageServicingRightMSRMultiple" nillable="true" substitutionGroup="xbrli:item" type="xbrli:pureItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueInputsPerLoanAnnualCostToService" name="FairValueInputsPerLoanAnnualCostToService" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueInputsWholeLoanSpread" name="FairValueInputsWholeLoanSpread" nillable="true" substitutionGroup="xbrli:item" type="us-types:perUnitItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetCallsMaturitiesPaydowns" name="FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetCallsMaturitiesPaydowns" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueMeasurementwithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarningsExcludingSoldMaturedCalledOrWrittenDown" name="FairValueMeasurementwithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarningsExcludingSoldMaturedCalledOrWrittenDown" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueMeasurementwithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarningsExcludingSoldMaturedCalledOrWrittenDown" name="FairValueMeasurementwithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarningsExcludingSoldMaturedCalledOrWrittenDown" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueMeasurementwithUnobservableInputsReconciliationRecurringBasisLiabilityPaydowns" name="FairValueMeasurementwithUnobservableInputsReconciliationRecurringBasisLiabilityPaydowns" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueOptionAssetsAggregateCarryingAmountDuringPeriod" name="FairValueOptionAssetsAggregateCarryingAmountDuringPeriod" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_FairValueOptionLoansHeldAsAssetsAggregateAmountInForeclosure" name="FairValueOptionLoansHeldAsAssetsAggregateAmountInForeclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element id="rwt_FederalHomeLoanBankTransitionPeriodSubsidiaryToMemberOfFHLB" name="FederalHomeLoanBankTransitionPeriodSubsidiaryToMemberOfFHLB" nillable="true" substitutionGroup="xbrli:item" type="xbrli:durationItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FeeIncomeRiskSharingAgreement" name="FeeIncomeRiskSharingAgreement" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_FinancingReceivableCreditScoreFICOWeightedAverage" name="FinancingReceivableCreditScoreFICOWeightedAverage" nillable="true" substitutionGroup="xbrli:item" type="xbrli:pureItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_FinancingReceivableLoanToValueRatio" name="FinancingReceivableLoanToValueRatio" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_FinancingReceivableNumberOfLoansInForeclosure" name="FinancingReceivableNumberOfLoansInForeclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_FinancingReceivableNumberOfLoansPastDue" name="FinancingReceivableNumberOfLoansPastDue" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_FinancingReceivablesEqualToGreaterThan30DaysPastDueMember" name="FinancingReceivablesEqualToGreaterThan30DaysPastDueMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_FinancingReceivablesWeightedAverageInterestRate" name="FinancingReceivablesWeightedAverageInterestRate" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_FixedCompensationExpense" name="FixedCompensationExpense" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_GuaranteeAssetMember" name="GuaranteeAssetMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_GuaranteeObligationsExcessCollateralizedAmount" name="GuaranteeObligationsExcessCollateralizedAmount" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element id="rwt_GuaranteesAssetFairValueDisclosure" name="GuaranteesAssetFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_HeldForSaleResidentialLoanWarehouseMember" name="HeldForSaleResidentialLoanWarehouseMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_HybridOrARMLoansMember" name="HybridOrARMLoansMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_IncentivePlansMember" name="IncentivePlansMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_IncomeAndExpenseAttributableToMortgageBankingActivitiesTableTextBlock" name="IncomeAndExpenseAttributableToMortgageBankingActivitiesTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_IncreaseDecreaseinFairValueAdjustmentsonAssets" name="IncreaseDecreaseinFairValueAdjustmentsonAssets" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_IndividuallyEvaluatedReceivablesTableTextBlock" name="IndividuallyEvaluatedReceivablesTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_InterestExpenseCashFlowHedge" name="InterestExpenseCashFlowHedge" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_InterestOnlyCertificatesMember" name="InterestOnlyCertificatesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_InterestOnlySecuritiesMember" name="InterestOnlySecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_InterestOnlyStripAndSeniorSecuritiesMember" name="InterestOnlyStripAndSeniorSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_InterestPayableFairValueDisclosure" name="InterestPayableFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_InterestPayableMember" name="InterestPayableMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_InterestReceivableFairValueDisclosure" name="InterestReceivableFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_InterestReceivableMember" name="InterestReceivableMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_InvestmentActivitiesMember" name="InvestmentActivitiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_InvestmentActivitiesNet" name="InvestmentActivitiesNet" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_InvestmentSecuritiesMember" name="InvestmentSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_InvestmentsFairValueChangesNetTextBlock" name="InvestmentsFairValueChangesNetTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_InvestmentsInConsolidatedVariableInterestEntityMember" name="InvestmentsInConsolidatedVariableInterestEntityMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_JumboLoanMember" name="JumboLoanMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_LeaseExpirationYear" name="LeaseExpirationYear" nillable="true" substitutionGroup="xbrli:item" type="xbrli:gYearItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_LegacyConsolidatedVariableInterestEntitiesMember" name="LegacyConsolidatedVariableInterestEntitiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_LoanAcquisitionCosts" name="LoanAcquisitionCosts" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_LoanPurchaseAndForwardSalesCommitmentsMember" name="LoanPurchaseAndForwardSalesCommitmentsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_LoanPurchasesMember" name="LoanPurchasesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_LoanSalesMember" name="LoanSalesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_LoansFinancedThroughSecuritization" name="LoansFinancedThroughSecuritization" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element id="rwt_LoansHeldForInvestmentTableTextBlock" name="LoansHeldForInvestmentTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_LoansReceivablePercentageBearingFixedInterestPercentageRate" name="LoansReceivablePercentageBearingFixedInterestPercentageRate" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_LongTermMarketableSecuritiesMaturitiesTerm" name="LongTermMarketableSecuritiesMaturitiesTerm" nillable="true" substitutionGroup="xbrli:item" type="xbrli:durationItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_LongtermDebtMaturitiesRepaymentsofPrincipalinYearEight" name="LongtermDebtMaturitiesRepaymentsofPrincipalinYearEight" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_LongtermDebtMaturitiesRepaymentsofPrincipalinYearNine" name="LongtermDebtMaturitiesRepaymentsofPrincipalinYearNine" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_LongtermDebtMaturitiesRepaymentsofPrincipalinYearTen" name="LongtermDebtMaturitiesRepaymentsofPrincipalinYearTen" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_LossContingenciesByNameOfPlaintiffAxis" name="LossContingenciesByNameOfPlaintiffAxis" nillable="true" substitutionGroup="xbrldt:dimensionItem" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_LossContingenciesByNameOfPlaintiffDomain" name="LossContingenciesByNameOfPlaintiffDomain" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_MarginPayable" name="MarginPayable" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_MarginPayableFairValueDisclosure" name="MarginPayableFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_MarketValuationAdjustmentsNet" name="MarketValuationAdjustmentsNet" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_MarketValuationChangesInAssociatedDerivatives" name="MarketValuationChangesInAssociatedDerivatives" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_MarketValuationChangesInFairValueOfGuaranteeAsset" name="MarketValuationChangesInFairValueOfGuaranteeAsset" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_MaturityOverFiveYearsMember" name="MaturityOverFiveYearsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_MortgageBankingActivitiesMember" name="MortgageBankingActivitiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageBankingActivitiesNet" name="MortgageBankingActivitiesNet" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageBankingAndInvestingActivitiesDisclosureTextBlock" name="MortgageBankingAndInvestingActivitiesDisclosureTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_MortgageBankingAndInvestmentActivitiesMember" name="MortgageBankingAndInvestmentActivitiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageLoanOnRealEstateRepurchaseReserve" name="MortgageLoanOnRealEstateRepurchaseReserve" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_MortgageLoansOnRealEstateRepurchaseProvision" name="MortgageLoansOnRealEstateRepurchaseProvision" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageLoansOnRealEstateRepurchaseRequests" name="MortgageLoansOnRealEstateRepurchaseRequests" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageServicingExpense" name="MortgageServicingExpense" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageServicingRightsDisclosureTextBlock" name="MortgageServicingRightsDisclosureTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageServicingRightsIncomeIncludingMarketValuationChangesOfMSRs" name="MortgageServicingRightsIncomeIncludingMarketValuationChangesOfMSRs" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_MortgageServicingRightsIncomeLossIncludingRiskManagementDerivativesMember" name="MortgageServicingRightsIncomeLossIncludingRiskManagementDerivativesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_MortgageServicingRightsIncomeLossNet" name="MortgageServicingRightsIncomeLossNet" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_MortgageServicingRightsLineItems" name="MortgageServicingRightsLineItems" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_MortgageServicingRightsMember" name="MortgageServicingRightsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_MortgageServicingRightsTable" name="MortgageServicingRightsTable" nillable="true" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_NumberOfAvailableForSaleSecurities" name="NumberOfAvailableForSaleSecurities" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_NumberOfExecutivesDeparted" name="NumberOfExecutivesDeparted" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_NumberOfFacilities" name="NumberOfFacilities" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_NumberOfLoansCollateralUnderSecuritiesRepoFacility" name="NumberOfLoansCollateralUnderSecuritiesRepoFacility" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_NumberOfSecuritiesContinuousUnrealizedLossPositionMoreThanTwelveMonths" name="NumberOfSecuritiesContinuousUnrealizedLossPositionMoreThanTwelveMonths" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_NumberOfSecuritizationEntitiesToWhichAssetTransferred" name="NumberOfSecuritizationEntitiesToWhichAssetTransferred" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_NumberOfSeries" name="NumberOfSeries" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_NumberOfVariableInterestEntitiesAcquiredAndConsolidated" name="NumberOfVariableInterestEntitiesAcquiredAndConsolidated" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OffsettingAssetAndLiabilitiesLineItems" name="OffsettingAssetAndLiabilitiesLineItems" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OffsettingAssetAndLiabilitiesTable" name="OffsettingAssetAndLiabilitiesTable" nillable="true" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_OffsettingAssetAndLiabilitiesTableTextBlock" name="OffsettingAssetAndLiabilitiesTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_OperatingExpensesExcludingRestructuringCharges" name="OperatingExpensesExcludingRestructuringCharges" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_OperatingLeasesNumberOfLeasesNoncancelable" name="OperatingLeasesNumberOfLeasesNoncancelable" nillable="true" substitutionGroup="xbrli:item" type="xbrli:integerItemType" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_OriginatedBetweenTwentyThirteenAndTwentySixteenMember" name="OriginatedBetweenTwentyThirteenAndTwentySixteenMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OriginatedDuringTwentyElevenMember" name="OriginatedDuringTwentyElevenMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OriginatedDuringTwentyFifteenMember" name="OriginatedDuringTwentyFifteenMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OriginatedDuringTwentyFourteenMember" name="OriginatedDuringTwentyFourteenMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OriginatedDuringTwentyTenMember" name="OriginatedDuringTwentyTenMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OriginatedDuringTwentyThirteenMember" name="OriginatedDuringTwentyThirteenMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OriginatedDuringTwentyTwelveAndPriorYearsMember" name="OriginatedDuringTwentyTwelveAndPriorYearsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OriginatedDuringTwentyTwelveMember" name="OriginatedDuringTwentyTwelveMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_OtherAssetsAndOtherLiabilitiesDisclosureTextBlock" name="OtherAssetsAndOtherLiabilitiesDisclosureTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OtherAssetsAndOtherLiabilitiesLineItems" name="OtherAssetsAndOtherLiabilitiesLineItems" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OtherAssetsAndOtherLiabilitiesTable" name="OtherAssetsAndOtherLiabilitiesTable" nillable="true" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_OtherFinancingReceivableMember" name="OtherFinancingReceivableMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_OtherLiabilitiesMiscellaneous" name="OtherLiabilitiesMiscellaneous" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_OtherRealEstateOwnedMember" name="OtherRealEstateOwnedMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_OtherThanTemporaryImpairmentCreditLossesRecognizedInEarningsMaturedCalledWrittenDown" name="OtherThanTemporaryImpairmentCreditLossesRecognizedInEarningsMaturedCalledWrittenDown" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_PaymentsForProceedsFromDerivativeInstrumentOperatingActivities" name="PaymentsForProceedsFromDerivativeInstrumentOperatingActivities" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_PercentageDifferenceOfInternalValuationThanDealerMarks" name="PercentageDifferenceOfInternalValuationThanDealerMarks" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_PercentageInterestPlaintiff" name="PercentageInterestPlaintiff" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_PercentageOfCarryingValueForWhichDealerQuotesWereReceivedOnSecurities" name="PercentageOfCarryingValueForWhichDealerQuotesWereReceivedOnSecurities" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_PercentageOfDealerQuotesReceivedOnSecurities" name="PercentageOfDealerQuotesReceivedOnSecurities" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_PercentageOfLoanPortfolio" name="PercentageOfLoanPortfolio" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="instant" />
  <xsd:element id="rwt_PotentialFuturePayments" name="PotentialFuturePayments" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_PrincipalAmountOfLoansSecuritizedDuringPeriod" name="PrincipalAmountOfLoansSecuritizedDuringPeriod" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_PrincipalAmountOutstandingonLoansSecuritizedorAssetbackedFinancingArrangementOriginalPrincipalBalance" name="PrincipalAmountOutstandingonLoansSecuritizedorAssetbackedFinancingArrangementOriginalPrincipalBalance" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element id="rwt_PrincipalBalanceOfLoansAcquiredDuringPeriod" name="PrincipalBalanceOfLoansAcquiredDuringPeriod" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_PrincipalBalanceofLoansSoldDuringPeriod" name="PrincipalBalanceofLoansSoldDuringPeriod" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element id="rwt_PrincipalReceivableCollectivelyEvaluatedForImpairmentRecordedInvestment" name="PrincipalReceivableCollectivelyEvaluatedForImpairmentRecordedInvestment" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element id="rwt_ProceedsFromPrincipalRepaymentsOnSecurities" name="ProceedsFromPrincipalRepaymentsOnSecurities" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_ProvisionForMortgageServicingRightsRepurchases" name="ProvisionForMortgageServicingRightsRepurchases" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_RealEstateSecuritiesMember" name="RealEstateSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_RealEstateSecuritiesPrimeMember" name="RealEstateSecuritiesPrimeMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_RealEstateSecuritiesPrimeMezzanineMember" name="RealEstateSecuritiesPrimeMezzanineMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_RealEstateSecuritiesPrimeSubordinateMember" name="RealEstateSecuritiesPrimeSubordinateMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_RealEstateSecuritiesRepoMember" name="RealEstateSecuritiesRepoMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_RealEstateSecuritiesSubprimeMember" name="RealEstateSecuritiesSubprimeMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResecuritizationOfRealEstateMortgageInvestmentSecuritiesMember" name="ResecuritizationOfRealEstateMortgageInvestmentSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialAndCommercialLoansMember" name="ResidentialAndCommercialLoansMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialInvestmentsMember" name="ResidentialInvestmentsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialJumboHybridLoansPricedToWholeLoanMarketUncommittedToSellMember" name="ResidentialJumboHybridLoansPricedToWholeLoanMarketUncommittedToSellMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoanWarehouseMember" name="ResidentialLoanWarehouseMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansAtConsolidatedSequoiaEntitiesMember" name="ResidentialLoansAtConsolidatedSequoiaEntitiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansAtFairValueMember" name="ResidentialLoansAtFairValueMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansAtLowerOfCostOrFairValueMember" name="ResidentialLoansAtLowerOfCostOrFairValueMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansHeldAtRedwoodMember" name="ResidentialLoansHeldAtRedwoodMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansHeldForInvestmentAtFairValueIncludingLoansAtHistoricalCostMember" name="ResidentialLoansHeldForInvestmentAtFairValueIncludingLoansAtHistoricalCostMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansHeldForInvestmentAtFairValueMember" name="ResidentialLoansHeldForInvestmentAtFairValueMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansHeldForInvestmentMember" name="ResidentialLoansHeldForInvestmentMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansHeldForSaleMember" name="ResidentialLoansHeldForSaleMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansMember" name="ResidentialLoansMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansPricedToSecuritizationAndWholeLoanMarketUncommittedToSellMember" name="ResidentialLoansPricedToSecuritizationAndWholeLoanMarketUncommittedToSellMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialLoansPricedToWholeLoanMarketandCommittedtoSellMember" name="ResidentialLoansPricedToWholeLoanMarketandCommittedtoSellMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialMortgageBankingActivitiesMember" name="ResidentialMortgageBankingActivitiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialMortgageBankingMember" name="ResidentialMortgageBankingMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialSeniorSecuritiesMember" name="ResidentialSeniorSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ResidentialSubordinateSecuritiesMember" name="ResidentialSubordinateSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_RestrictedCashAndCashEquivalentsFairValueDisclosure" name="RestrictedCashAndCashEquivalentsFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_RestrictedCashMember" name="RestrictedCashMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_RiskSharingInvestmentsMember" name="RiskSharingInvestmentsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfAssetBackedSecuritiesTableTextBlock" name="ScheduleOfAssetBackedSecuritiesTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfCollateralForAssetBackedSecuritiesTableTextBlock" name="ScheduleOfCollateralForAssetBackedSecuritiesTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfComponentsOfMortgageBackedSecuritiesInterestIncomeTableTextBlock" name="ScheduleOfComponentsOfMortgageBackedSecuritiesInterestIncomeTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfCorporateAndOtherTableTextBlock" name="ScheduleOfCorporateAndOtherTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfInterestPayableTableTextBlock" name="ScheduleOfInterestPayableTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfInvestmentsFairValueChangesNetTableTextBlock" name="ScheduleOfInvestmentsFairValueChangesNetTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfMarketValuationAdjustmentsIncludedInEarningsTableTextBlock" name="ScheduleOfMarketValuationAdjustmentsIncludedInEarningsTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfMaturitiesOfDebtDisclosureTextBlock" name="ScheduleOfMaturitiesOfDebtDisclosureTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfMortgageServicingRightsTableTextBlock" name="ScheduleOfMortgageServicingRightsTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfMortgageServicingRightsandTheirAssociatedPrincipalAmountsTableTextBlock" name="ScheduleOfMortgageServicingRightsandTheirAssociatedPrincipalAmountsTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ScheduleOfSignificantValuationAssumptionsForAvailableForSaleSecuritiesTableTextBlock" name="ScheduleOfSignificantValuationAssumptionsForAvailableForSaleSecuritiesTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_SecuredBorrowingsDisclosureTextBlock" name="SecuredBorrowingsDisclosureTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_SecuredDebtFairValueDisclosure" name="SecuredDebtFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_SecuritiesRetainedAtFairValueDuringPeriod" name="SecuritiesRetainedAtFairValueDuringPeriod" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_SeniorAndSubordinatedSecuritiesMember" name="SeniorAndSubordinatedSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_SeniorSecuritiesMember" name="SeniorSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_SensitivityAnalysisOfFairValueInterestsThatContinueToBeHeldByTransferorServicingAssetsOrLiabilitiesAbstract" name="SensitivityAnalysisOfFairValueInterestsThatContinueToBeHeldByTransferorServicingAssetsOrLiabilitiesAbstract" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfAdverseChangeInExpectedCreditLossesAbstract" name="SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfAdverseChangeInExpectedCreditLossesAbstract" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfAdverseChangeInPrepaymentSpeedAbstract" name="SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfAdverseChangeInPrepaymentSpeedAbstract" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfTwoHundredBasisPointAdverseChangeInDiscountRate" name="SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfTwoHundredBasisPointAdverseChangeInDiscountRate" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_SequoiaSecuritizationEntitiesMember" name="SequoiaSecuritizationEntitiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingTermsDescription" name="ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingTermsDescription" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsDistributedInPeriod" name="ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsDistributedInPeriod" nillable="true" substitutionGroup="xbrli:item" type="xbrli:sharesItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ShareRepurchasePlanAugust2015Member" name="ShareRepurchasePlanAugust2015Member" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ShareRepurchasePlanFebruary2016Member" name="ShareRepurchasePlanFebruary2016Member" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_SharebasedCompensationArrangementBySharebasedPaymentAwardCompensationCostForfeitures" name="SharebasedCompensationArrangementBySharebasedPaymentAwardCompensationCostForfeitures" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element id="rwt_SharebasedCompensationArrangementbySharebasedPaymentAwardAwardVestingRightsTotalShareReturnPercentage" name="SharebasedCompensationArrangementbySharebasedPaymentAwardAwardVestingRightsTotalShareReturnPercentage" nillable="true" substitutionGroup="xbrli:item" type="num:percentItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_SpecialPurposeEntitiesAssets" name="SpecialPurposeEntitiesAssets" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="instant" />
  <xsd:element id="rwt_SpecialPurposeEntitiesLiabilities" name="SpecialPurposeEntitiesLiabilities" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_StockIssuedDuringPeriodSharesDividendReinvestmentAndStockPurchasePlan" name="StockIssuedDuringPeriodSharesDividendReinvestmentAndStockPurchasePlan" nillable="true" substitutionGroup="xbrli:item" type="xbrli:sharesItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_StockIssuedDuringPeriodValueDividendReinvestmentAndStockPurchasePlan" name="StockIssuedDuringPeriodValueDividendReinvestmentAndStockPurchasePlan" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_StockholdersEquityNoteLineItems" name="StockholdersEquityNoteLineItems" nillable="true" substitutionGroup="xbrli:item" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_StockholdersEquityNoteTable" name="StockholdersEquityNoteTable" nillable="true" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_SubordinateSecuritiesMember" name="SubordinateSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_SupplementalBalanceSheetTableTextBlock" name="SupplementalBalanceSheetTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_ToBeAnnouncedContractsMember" name="ToBeAnnouncedContractsMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_TotalNetChangeInMarketValueRelatedToMortgageServicingRights" name="TotalNetChangeInMarketValueRelatedToMortgageServicingRights" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_TradingSecuritiesMember" name="TradingSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_TrustPreferredSecuritiesAndSubordinatedNotesNetFairValueDisclosure" name="TrustPreferredSecuritiesAndSubordinatedNotesNetFairValueDisclosure" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element abstract="true" id="rwt_TrustPreferredSecuritiesMember" name="TrustPreferredSecuritiesMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_UnamortizedDiscountAndDesignatedCreditReservesOnAvailableForSaleSecuritiesTableTextBlock" name="UnamortizedDiscountAndDesignatedCreditReservesOnAvailableForSaleSecuritiesTableTextBlock" nillable="true" substitutionGroup="xbrli:item" type="nonnum:textBlockItemType" xbrli:periodType="duration" />
  <xsd:element id="rwt_UnsettledTrades" name="UnsettledTrades" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="credit" xbrli:periodType="instant" />
  <xsd:element id="rwt_VariableCompensationExpense" name="VariableCompensationExpense" nillable="true" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType" xbrli:balance="debit" xbrli:periodType="duration" />
  <xsd:element abstract="true" id="rwt_WatchListMember" name="WatchListMember" nillable="true" substitutionGroup="xbrli:item" type="nonnum:domainItemType" xbrli:periodType="duration" />
</xsd:schema>
