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Borrowings - Maturities of Outstanding Advances Under Repurchase Agreements (Details) - USD ($)
$ in Thousands
6 Months Ended
Jun. 30, 2020
Dec. 31, 2019
Mortgage loans sold under agreement to repurchase    
Unpaid principal balance $ 3,769,495 $ 4,141,680
Weighted-average maturity (in months) 1 month 12 days  
Within 30 days    
Mortgage loans sold under agreement to repurchase    
Unpaid principal balance $ 1,244,673  
Over 30 to 90 days    
Mortgage loans sold under agreement to repurchase    
Unpaid principal balance 2,116,162  
Over 90 to 180 days    
Mortgage loans sold under agreement to repurchase    
Unpaid principal balance $ 408,660