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Repurchase Agreements - Narrative (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2019
USD ($)
counterparty
Dec. 31, 2018
USD ($)
counterparty
Dec. 31, 2017
USD ($)
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Weighted Average Months to Maturity 73 days 62 days  
Accrued interest payable $ 8,800 $ 3,900  
Advance rate (as a percent) 85.10%    
Average haircut (as a percent) 14.90%    
Repurchase agreement, number of counterparties | counterparty 14 11  
Cash and cash equivalents $ 118,763 $ 103,724 $ 95,191
Unencumbered investment securities $ 535,800    
Liquidation proceeds (as a percent) 27.80%    
Stockholders' Equity, Total | Lender Concentration Risk      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Average haircut (as a percent)   5.00%  
Concentration risk, percentage   5.04%  
Agency RMBS      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Average haircut (as a percent) 5.00%    
Agency CMBS      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Average haircut (as a percent) 5.00%    
Non-Agency RMBS      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Average haircut (as a percent) 25.00%    
CMBS      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Average haircut (as a percent) 19.00%    
Loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Weighted average interest rate (as a percent) 2.72% 3.41%  
Distressed residential mortgage loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Unamortized deferred costs $ 800 $ 1,200