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Loans and Allowance for Loan and Lease Losses - Schedule of Outstanding Contractually Required Principal and Interest and Carrying Amount of PCI Loans Receivable (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest $ 26,722 $ 19,861
Loans 3,608,644 2,810,856
Real Estate Loans    
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest 22,644 16,360
Commercial    
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest 4,078 3,501
Loans 1,114,971 920,812
Purchased Credit Impaired Loans    
Accounts Notes And Loans Receivable [Line Items]    
Loans 20,068 15,598
Purchased Credit Impaired Loans | Commercial    
Accounts Notes And Loans Receivable [Line Items]    
Loans $ 1,005 $ 687