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Fair Value of Financial Instruments - Carrying Value and Estimated Fair Value of the Company's Financial Assets (Details) - USD ($)
$ in Thousands
Jun. 30, 2022
Dec. 31, 2021
Jun. 30, 2021
Financial Assets:      
Cash and cash equivalents $ 407,104 $ 289,602 $ 324,927
Investment securities available for sale: 24,582 29,520  
Equity Investments, carrying value 223,651 239,631  
Financial Liabilities:      
Subordinated debentures, carrying value 45,000 45,000  
Convertible notes, carrying value 0 137,898  
Senior unsecured notes, carrying value 97,039 96,704  
Mortgages payable on operating real estate, carrying value 1,417,515    
Residential collateralized debt obligations      
Financial Liabilities:      
Collateralized debt, carrying value 1,107,091 682,802  
Consolidated SLST CDOs      
Financial Liabilities:      
Collateralized debt, carrying value 710,233 839,419  
Level 1      
Financial Assets:      
Cash and cash equivalents 407,104 289,602  
Cash and cash equivalents, estimated fair value 407,104 289,602  
Level 2      
Financial Assets:      
Investment securities available for sale: 140,506 200,844  
Financial Liabilities:      
Convertible notes, carrying value 0 137,898  
Convertible notes, estimated fair value 0 138,011  
Senior unsecured notes, carrying value 97,039 96,704  
Senior unsecured notes, estimated fair value 89,489 102,215  
Level 2 | Portfolio Investments      
Financial Liabilities:      
Outstanding repurchase agreements 1,693,876 554,259  
Level 3      
Financial Assets:      
Equity Investments, carrying value 223,651 239,631  
Equity Investment, estimated fair value 223,651 239,631  
Financial Liabilities:      
Subordinated debentures, carrying value 45,000 45,000  
Subordinated debentures, estimated fair value 38,674 44,388  
Level 3 | Mortgage Note      
Financial Liabilities:      
Mortgages payable on operating real estate, carrying value 1,251,059 709,356  
Mortgages payable on operating real estate, estimated fair value 1,227,040 712,112  
Level 3 | Residential collateralized debt obligations      
Financial Liabilities:      
Collateralized debt, carrying value 1,107,091 682,802  
Secured debt, estimated fair value 1,050,939 686,027  
Level 3 | Consolidated SLST CDOs      
Financial Liabilities:      
Collateralized debt, carrying value 710,233 839,419  
Secured debt, estimated fair value 710,233 839,419  
Level 3 | Residential loans      
Financial Assets:      
Residential loans 4,329,192 3,575,601  
Residential mortgage loans, estimated fair value 4,329,192 3,575,601  
Level 3 | Multi-family loans      
Financial Assets:      
Preferred equity and mezzanine loan investments, carrying value 106,825 120,021  
Preferred equity and mezzanine loan investments, estimated fair value $ 106,825 $ 120,021