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Allowance for Loan Losses - Additional Information (Details) - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2019
Dec. 31, 2018
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans $ 6,204,136 $ 5,949,019
Loans considered nonperforming (in days) 90 days  
Threshold for evaluation for impairment of substandard and nonaccrual commercial loans $ 500  
Commercial | Substandard    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Increase (decrease) in loans (46,200)  
Loans 135,000 181,200
Commercial | Special Mention    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Increase (decrease) in loans 23,400  
Loans $ 110,700 $ 87,300