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Master Netting and Similar Agreements - Repurchase, Reverse Repurchase, and Securities Borrowing Transactions - Schedule of the Remaining Contractual Maturity by Collateral Type of Securities Sold Under Agreements To Repurchase (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase $ 716,925 $ 762,592
Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 712,380 757,372
Up to 30 Days    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 4,545 5,220
U.S. treasuries    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 41,364 16,321
U.S. treasuries | Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 41,364 16,321
U.S. treasuries | Up to 30 Days    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 0 0
Government agency issued MBS    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 345,718 419,708
Government agency issued MBS | Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 341,173 414,488
Government agency issued MBS | Up to 30 Days    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 4,545 5,220
Other U.S. government agencies    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 54,924 36,688
Other U.S. government agencies | Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 54,924 36,688
Other U.S. government agencies | Up to 30 Days    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 0 0
Government guaranteed loans (SBA and USDA)    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 274,919 289,875
Government guaranteed loans (SBA and USDA) | Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 274,919 289,875
Government guaranteed loans (SBA and USDA) | Up to 30 Days    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase $ 0 $ 0