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Summary of Significant Accounting Policies - Schedule of Adjustments for Adoption of ASU 2019-05 (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Jan. 01, 2020
Dec. 31, 2019
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Equity investments $ 239,631 $ 259,095    
Other assets 198,416 115,292    
Total assets [1] 5,641,698 4,655,587    
Accumulated deficit (559,338) (551,268)    
Total Stockholders' Equity $ 2,341,031 $ 2,301,202    
Cumulative Effect, Period of Adoption, Adjustment        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Multi-family loans       $ 2,420
Equity investments       1,394
Other assets       2,755
Total assets       12,284
Accumulated deficit       12,284
Total Stockholders' Equity       12,284
Cumulative Effect, Period of Adoption, Adjusted Balance        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Multi-family loans     $ 182,465  
Equity investments     107,477  
Other assets     3,620  
Total assets     502,033  
Accumulated deficit     (136,579)  
Total Stockholders' Equity     (136,579)  
Distressed And Other Residential Mortgage Loans | Cumulative Effect, Period of Adoption, Adjustment        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Residential loans, net       5,715
Distressed And Other Residential Mortgage Loans | Cumulative Effect, Period of Adoption, Adjusted Balance        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Residential loans, net     $ 208,471  
Previously Reported        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Multi-family loans       180,045
Equity investments       106,083
Other assets       865
Total assets       489,749
Accumulated deficit       (148,863)
Total Stockholders' Equity       (148,863)
Previously Reported | Distressed And Other Residential Mortgage Loans        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Residential loans, net       $ 202,756
[1] Our consolidated balance sheets include assets and liabilities of consolidated variable interest entities (“VIEs”) as the Company is the primary beneficiary of these VIEs. As of December 31, 2021 and December 31, 2020, assets of consolidated VIEs totaled $2,924,678 and $2,150,984, respectively, and the liabilities of consolidated VIEs totaled $2,219,830 and $1,667,306, respectively. See Note 7 for further discussion.