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Residential Loans - Summary of Classifications and Carrying Value of Residential Loans (Details) - USD ($)
$ in Thousands
Mar. 31, 2018
Dec. 31, 2017
Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment $ 5,145,740 $ 5,115,210
Residential Loans Held For Sale    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment [1] 1,130,185 1,427,945
Residential Loans Held For Sale | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,130,185 1,427,945
Residential Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,130,000 1,430,000
Residential Loans | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,129,890 1,427,052
Residential loans, at lower of cost or fair value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 300 1,000
Residential loans, at lower of cost or fair value | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 295 893
Residential Loans Held For Investment at Fair Value | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 4,015,555 3,687,265
Legacy Sequoia | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 626,151 632,817
Legacy Sequoia | Residential Loans Held For Sale | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Legacy Sequoia | Residential Loans | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Legacy Sequoia | Residential loans, at lower of cost or fair value | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Legacy Sequoia | Residential Loans Held For Investment at Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 626,000 633,000
Legacy Sequoia | Residential Loans Held For Investment at Fair Value | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 626,151 632,817
Sequoia Choice | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,013,619 620,062
Sequoia Choice | Residential Loans Held For Sale | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Sequoia Choice | Residential Loans | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Sequoia Choice | Residential loans, at lower of cost or fair value | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Sequoia Choice | Residential Loans Held For Investment at Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,010,000 620,000
Sequoia Choice | Residential Loans Held For Investment at Fair Value | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,013,619 620,062
Redwood | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 3,505,970 3,862,331
Redwood | Residential Loans Held For Sale | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,130,185 1,427,945
Redwood | Residential Loans | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,129,890 1,427,052
Redwood | Residential loans, at lower of cost or fair value | Residential loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 295 893
Redwood | Residential Loans Held For Investment at Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment   2,430,000
Redwood | Residential Loans Held For Investment at Fair Value | Residential loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment $ 2,375,785 $ 2,434,386
[1] Our consolidated balance sheets include assets of consolidated variable interest entities (“VIEs”) that can only be used to settle obligations of these VIEs and liabilities of consolidated VIEs for which creditors do not have recourse to Redwood Trust, Inc. or its affiliates. At March 31, 2018 and December 31, 2017, assets of consolidated VIEs totaled $1,647,850 and $1,259,774, respectively. At March 31, 2018 and December 31, 2017, liabilities of consolidated VIEs totaled $1,546,066 and $1,167,157, respectively. See Note 4 for further discussion.