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Loans and Allowance for Loan Losses - Activity in the Allowance for Loan Losses, by Portfolio Segment, for the Current Year (Details) - USD ($)
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Dec. 31, 2017
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period $ 53,776,000 $ 41,770,000 $ 42,086,000 $ 37,240,000  
Provision for loan losses 10,345,000 5,462,000 28,528,000 16,792,000  
Balance, end of year 56,703,000 43,108,000 56,703,000 43,108,000  
Loans, Excluding Acquired Loans          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 51,732,000 41,379,000 41,668,000 36,286,000  
Provision for loan losses 10,345,000 5,462,000 26,691,000 15,327,000  
Charge-offs (7,784,000) (5,174,000) (15,384,000) (12,295,000)  
Recoveries 1,065,000 1,050,000 2,383,000 3,399,000  
Net charge-offs (6,719,000) (4,124,000) (13,001,000) (8,896,000)  
Balance, end of year 55,358,000 42,717,000 55,358,000 42,717,000  
Period-end amount allocated to:          
Loans individually evaluated for impairment 459,000 6,321,000 459,000 6,321,000 $ 338,000
Loans collectively evaluated for impairment 54,899,000 36,396,000 54,899,000 36,396,000 41,330,000
Loans, Excluding Acquired Loans | Other Consumer and Other          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 3,239,000 3,789,000 3,596,000 2,951,000  
Provision for loan losses 729,000 241,000 2,567,000 1,920,000  
Charge-offs (1,321,000) (819,000) (3,743,000) (2,986,000)  
Recoveries 176,000 445,000 403,000 1,771,000  
Net charge-offs (1,145,000) (374,000) (3,340,000) (1,215,000)  
Balance, end of year 2,823,000 3,656,000 2,823,000 3,656,000  
Period-end amount allocated to:          
Loans individually evaluated for impairment 0 0 0 0 0
Loans collectively evaluated for impairment 2,823,000 3,656,000 2,823,000 3,656,000 3,596,000
Loans, Excluding Acquired Loans | Commercial          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 15,767,000 8,105,000 7,007,000 7,739,000  
Provision for loan losses 3,589,000 2,310,000 14,772,000 3,255,000  
Charge-offs (592,000) (2,442,000) (3,143,000) (3,083,000)  
Recoveries 450,000 21,000 578,000 83,000  
Net charge-offs (142,000) (2,421,000) (2,565,000) (3,000,000)  
Balance, end of year 19,214,000 7,994,000 19,214,000 7,994,000  
Period-end amount allocated to:          
Loans individually evaluated for impairment 191,000 3,996,000 191,000 3,996,000 0
Loans collectively evaluated for impairment 19,023,000 3,998,000 19,023,000 3,998,000 7,007,000
Loans, Excluding Acquired Loans | Real estate          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 28,904,000 25,731,000 27,281,000 21,817,000  
Provision for loan losses 5,308,000 2,150,000 7,133,000 7,984,000  
Charge-offs (4,952,000) (896,000) (5,568,000) (3,264,000)  
Recoveries 210,000 309,000 624,000 757,000  
Net charge-offs (4,742,000) (587,000) (4,944,000) (2,507,000)  
Balance, end of year 29,470,000 27,294,000 29,470,000 27,294,000  
Period-end amount allocated to:          
Loans individually evaluated for impairment 268,000 2,325,000 268,000 2,325,000 338,000
Loans collectively evaluated for impairment 29,202,000 24,969,000 29,202,000 24,969,000 26,943,000
Loans, Excluding Acquired Loans | Consumer | Credit cards          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 3,822,000 3,754,000 3,784,000 3,779,000  
Provision for loan losses 719,000 761,000 2,219,000 2,168,000  
Charge-offs (919,000) (1,017,000) (2,930,000) (2,962,000)  
Recoveries 229,000 275,000 778,000 788,000  
Net charge-offs (690,000) (742,000) (2,152,000) (2,174,000)  
Balance, end of year 3,851,000 3,773,000 3,851,000 3,773,000  
Period-end amount allocated to:          
Loans individually evaluated for impairment 0 0 0 0 0
Loans collectively evaluated for impairment 3,851,000 3,773,000 3,851,000 3,773,000 $ 3,784,000
Loans Acquired          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 2,044,000   418,000 954,000  
Provision for loan losses 0 0 1,837,000 1,464,000  
Charge-offs (699,000)   (910,000) (2,000,000)  
Balance, end of year $ 1,345,000 $ 391,000 $ 1,345,000 $ 391,000