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Repurchase Agreements - Amounts Outstanding and Secured by Assets Pledged as Collateral (Details) - USD ($)
$ in Thousands
1 Months Ended 3 Months Ended
Apr. 30, 2020
Mar. 31, 2020
Mar. 31, 2019
Dec. 31, 2019
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Outstanding Repurchase Agreements   $ 713,364   $ 2,352,102
Fair Value of Collateral Pledged   923,431   2,839,379
Amortized Cost of Collateral Pledged   1,058,609   2,643,541
Proceeds from sale securities   (1,677,506) $ 141,153  
Subsequent Event        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Outstanding Repurchase Agreements $ 248,800      
Proceeds from sale securities (562,900)      
Agency RMBS        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Outstanding Repurchase Agreements   0   812,742
Fair Value of Collateral Pledged   0   865,765
Amortized Cost of Collateral Pledged   0   864,428
Agency RMBS | VIE, Primary Beneficiary | Consolidated SLST        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Fair value amount       26,200
Agency CMBS        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Outstanding Repurchase Agreements   0   133,184
Fair Value of Collateral Pledged   0   139,317
Amortized Cost of Collateral Pledged   0   140,118
Agency CMBS | VIE, Primary Beneficiary | Consolidated K-Series        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Fair value amount       88,400
Non-Agency RMBS        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Outstanding Repurchase Agreements   333,227   594,286
Fair Value of Collateral Pledged   414,605   797,784
Amortized Cost of Collateral Pledged   550,719   785,952
Non-Agency RMBS | Collateral Pledged [Member]        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Restricted cash posted as margin   58,300    
Non-Agency RMBS | VIE, Primary Beneficiary | Consolidated SLST        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Fair value amount   155,400   214,800
CMBS        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Outstanding Repurchase Agreements   380,137   811,890
Fair Value of Collateral Pledged   508,826   1,036,513
Amortized Cost of Collateral Pledged   507,890   853,043
Securities sold pending settlement   199,200    
CMBS | Collateral Pledged [Member]        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Restricted cash posted as margin   $ 111,200    
CMBS | Subsequent Event        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Proceeds from sale securities $ 211,200      
CMBS | VIE, Primary Beneficiary | Consolidated K-Series        
Financial Instruments Owned and Pledged as Collateral [Line Items]        
Fair value amount       $ 848,200