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Segment Information - Supplemental Information by Segment (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Segment Reporting Information [Line Items]    
Real estate securities [1] $ 1,470,084 $ 1,476,510
Total assets [1] 9,139,635 7,039,822
Residential loans    
Segment Reporting Information [Line Items]    
Loans, at fair value 5,922,259 5,115,210
Business purpose loans, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value 115,620  
Multifamily loans, held-for-investment, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value 942,165  
Operating Segments | Investment Portfolio    
Segment Reporting Information [Line Items]    
Real estate securities 1,470,084 1,476,510
Total assets 7,436,674 4,743,873
Operating Segments | Investment Portfolio | Residential loans    
Segment Reporting Information [Line Items]    
Loans, at fair value 4,501,857 3,054,448
Operating Segments | Investment Portfolio | Business purpose loans, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value 95,515  
Operating Segments | Investment Portfolio | Multifamily loans, held-for-investment, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value 942,165  
Operating Segments | Mortgage Banking    
Segment Reporting Information [Line Items]    
Real estate securities 0 0
Total assets 909,926 1,453,069
Operating Segments | Mortgage Banking | Residential loans    
Segment Reporting Information [Line Items]    
Loans, at fair value 866,444 1,427,945
Operating Segments | Mortgage Banking | Business purpose loans, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value 20,105  
Operating Segments | Mortgage Banking | Multifamily loans, held-for-investment, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value 0  
Corporate/Other    
Segment Reporting Information [Line Items]    
Real estate securities 0 0
Total assets 793,035 842,880
Corporate/Other | Residential loans    
Segment Reporting Information [Line Items]    
Loans, at fair value 553,958 $ 632,817
Corporate/Other | Business purpose loans, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value 0  
Corporate/Other | Multifamily loans, held-for-investment, at fair value    
Segment Reporting Information [Line Items]    
Loans, at fair value $ 0  
[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 September 30, 2018 and December 31, 2017, assets of consolidated VIEs totaled $3,693,140 and $1,259,774, respectively. At September 30, 2018 and December 31, 2017, liabilities of consolidated VIEs totaled $3,417,835 and $1,167,157, respectively. See Note 4 for further discussion.