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Loans and Allowance for Credit Losses - Schedule of Outstanding Contractually Required Principal and Interest and Carrying Amount of PCI Loans Receivable (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Outstanding contractually required principal and interest   $ 14,692
Gross loans $ 4,852,911 4,194,512
Real Estate Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Outstanding contractually required principal and interest   14,015
Commercial    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Outstanding contractually required principal and interest   677
Gross loans $ 1,536,903 1,342,683
Purchased Credit Impaired Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Gross loans   12,675
Purchased Credit Impaired Loans | Commercial    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Gross loans   $ 550