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Residential Loans - Summary of Classifications and Carrying Value of Residential Loans (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Residential Loans Held For Sale    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment [1] $ 1,427,945 $ 835,399
Residential Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,430,000 830,000
Residential loans, at lower of cost or fair value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,000 1,000
Legacy Sequoia | Residential Loans Held For Investment at Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 633,000 792,000
Sequoia Choice | Residential Loans Held For Investment at Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 620,000  
Redwood | Residential Loans Held For Investment at Fair Value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment   2,260,000
Residential Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 5,115,210 3,888,051
Residential Loans | Residential Loans Held For Sale    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,427,945 835,399
Residential Loans | Residential Loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,427,052 834,193
Residential Loans | Residential loans, at lower of cost or fair value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 893 1,206
Residential Loans | Residential Loans Held For Investment at Fair Value | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 3,687,265 3,052,652
Residential Loans | Legacy Sequoia    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 632,817 791,636
Residential Loans | Legacy Sequoia | Residential Loans Held For Sale    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Residential Loans | Legacy Sequoia | Residential Loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Residential Loans | Legacy Sequoia | Residential loans, at lower of cost or fair value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Residential Loans | Legacy Sequoia | Residential Loans Held For Investment at Fair Value | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 632,817 791,636
Residential Loans | Sequoia Choice    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 620,062 0
Residential Loans | Sequoia Choice | Residential Loans Held For Sale    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Residential Loans | Sequoia Choice | Residential Loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Residential Loans | Sequoia Choice | Residential loans, at lower of cost or fair value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 0 0
Residential Loans | Sequoia Choice | Residential Loans Held For Investment at Fair Value | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 620,062 0
Residential Loans | Redwood    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 3,862,331 3,096,415
Residential Loans | Redwood | Residential Loans Held For Sale    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,427,945 835,399
Residential Loans | Redwood | Residential Loans | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 1,427,052 834,193
Residential Loans | Redwood | Residential loans, at lower of cost or fair value    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment 893 1,206
Residential Loans | Redwood | Residential Loans Held For Investment at Fair Value | Jumbo Loans    
Mortgage Loans on Real Estate [Line Items]    
Loan market valuation adjustment $ 2,434,386 $ 2,261,016
[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 December 31, 2017 and December 31, 2016, assets of consolidated VIEs totaled $1,259,774 and $798,317, respectively. At December 31, 2017 and December 31, 2016, liabilities of consolidated VIEs totaled $1,167,157 and $773,980, respectively. See Note 4 for further discussion.