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Fair Value Measurements - Schedule of Unpaid Principal, Fair Value and Impact of Changes in Fair Value on Financial Instruments (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Dec. 31, 2019
Assets:          
Unpaid Principal/ Notional $ 14,384,476   $ 14,384,476   $ 22,419,481
Loans held for investment, fair value 13,036,833   13,036,833   14,292,815
Liabilities:          
Securitized debt at fair value, collateralized by loans held for investment, Fair value 8,530,111   8,530,111   8,179,608
Non-Agency RMBS | Senior          
Liabilities:          
Change in fair value of financial instruments 0 $ 392 0 $ 620  
Non-Agency RMBS | Subordinated          
Assets:          
Unpaid Principal/ Notional 609,672   609,672   580,761
Fair Value 352,402   352,402   422,826
Liabilities:          
Change in fair value of financial instruments (7,157) 5,780 (87,960) 7,099  
Non-Agency RMBS | Senior, interest-only          
Assets:          
Unpaid Principal/ Notional 6,380,154   6,380,154   7,458,653
Fair Value 319,701   319,701   288,899
Liabilities:          
Change in fair value of financial instruments 105,772 12,455 56,946 36,591  
Agency RMBS | Interest-only          
Assets:          
Unpaid Principal/ Notional 1,425,919   1,425,919   1,539,941
Fair Value 107,263   107,263   127,667
Liabilities:          
Change in fair value of financial instruments 6,187 (4,515) (11,478) (2,188)  
Agency RMBS | Pass-through          
Assets:          
Unpaid Principal/ Notional 0   0   6,080,549
Fair Value 0   0   6,362,628
Liabilities:          
Change in fair value of financial instruments 0 55,585 (151,056) 107,597  
Agency CMBS | Interest-only          
Assets:          
Unpaid Principal/ Notional 1,690,539   1,690,539   1,817,246
Fair Value 40,015   40,015   49,025
Liabilities:          
Change in fair value of financial instruments 484 390 1,627 2,304  
Agency CMBS | Project loans          
Assets:          
Unpaid Principal/ Notional 1,777,609   1,777,609   1,753,755
Fair Value 2,002,571   2,002,571   1,889,923
Liabilities:          
Change in fair value of financial instruments 12,348 84,286 88,011 125,448  
Loans held for investment          
Assets:          
Loans held for investment, Unpaid Principal/Notional 13,129,822   13,129,822   13,924,291
Loans held for investment, fair value 13,036,833   13,036,833   14,292,815
Liabilities:          
Change in fair value of financial instruments 185,842 119,839 (495,673) 226,384  
Securitized debt          
Liabilities:          
Securitized debt at fair value, collateralized by loans held for investment, Unpaid Principal/Notional 8,747,000   8,747,000   8,184,369
Securitized debt at fair value, collateralized by loans held for investment, Fair value 8,530,111   8,530,111   $ 8,179,608
Change in fair value of financial instruments $ (475,397) $ (83,464) $ 166,774 $ (112,294)