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Real Estate Securities - Trading Securities by Collateral Type (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2022
Mar. 31, 2021
Dec. 31, 2021
Investment Holdings [Line Items]      
Real estate securities $ 173,684   $ 170,619
Unpaid principal balance 234,732   235,306
Principal balance of securities acquired (1) 0 $ 15,880  
Principal balance of securities sold (1) 0 34,743  
Net market valuation gains (losses) recorded (1,456) 21,349  
Securities bought and sold during the same quarter 0 $ 2,000  
Senior IO Securities      
Investment Holdings [Line Items]      
Real estate securities 34,206   21,787
Unpaid principal balance 0   0
Subordinate      
Investment Holdings [Line Items]      
Real estate securities 139,478   148,832
Unpaid principal balance 234,732   235,306
Interest Only Senior Trading Securities | Senior IO Securities      
Investment Holdings [Line Items]      
Real estate securities 34,206   21,787
Interest Only Senior Trading Securities | Senior IO Securities | Sequoia      
Investment Holdings [Line Items]      
Real estate securities 20,000   15,000
RPL securities | Subordinate      
Investment Holdings [Line Items]      
Real estate securities 63,164   65,140
Multifamily loans, held-for-investment, at fair value | Subordinate      
Investment Holdings [Line Items]      
Real estate securities 9,008   10,549
Other third-party residential securities | Subordinate      
Investment Holdings [Line Items]      
Real estate securities $ 67,306   $ 73,143