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Allowance for Loan Losses - Change in Allowance for Loan Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Changes in the allowance for loan losses      
Balance at the beginning of period $ 35,569 $ 35,606 $ 34,852
Provision charged to operations 18,040 15,512 16,330
Loans charged off (21,170) (20,317) (19,846)
Recoveries of loans previously charged off 4,627 4,768 4,270
Balance at the end of period $ 37,066 $ 35,569 $ 35,606