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Repurchase Agreements - Schedule of Borrowings Under Repurchase Agreements (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Weighted Average Months to Maturity 73 days 62 days    
Fair Value $ 20,780,548 $ 12,707,625 $ 10,157,126 $ 7,565,459
Distressed and other residential mortgage loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Maximum Aggregate Uncommitted Principal Amount 1,200,000 950,000    
Outstanding Repurchase Agreements 754,132 589,148    
Carrying Value of Loans Pledged $ 961,749 $ 754,352    
Weighted Average Rate 3.67% 4.67%    
Weighted Average Months to Maturity 11 years 2 months 12 days 9 years 2 months 26 days    
Fair Value $ 881,200 $ 626,200    
Residential Mortgage | Distressed residential mortgage loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans pledged as collateral $ 80,600 $ 128,100