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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
Jun. 30, 2020
Dec. 31, 2019
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase $ 1,482,585 $ 716,925
Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 1,462,091 712,380
Up to 30 Days    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 20,494 4,545
U.S. treasuries    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 539,974 41,364
U.S. treasuries | Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 539,974 41,364
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 526,612 345,718
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 512,170 341,173
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 14,442 4,545
Government agency issued CMO    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 6,052  
Government agency issued CMO | Overnight and Continuous    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 0  
Government agency issued CMO | Up to 30 Days    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 6,052  
Other U.S. government agencies    
Transfer of Certain Financial Assets Accounted for as Secured Borrowings [Line Items]    
Securities sold under agreements to repurchase 139,756 54,924
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 139,756 54,924
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 270,191 274,919
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 270,191 274,919
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