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Fair Value of Assets and Liabilities - Reconciliation of Assets with Unobservable Inputs (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance $ 7,165 $ 5,182 $ 5,294 $ 3,168
Change included in earnings (751) (755) (935) (2,170)
Purchases and issuances 5,092 6,763 14,030 18,511
Sales and settlements (3,817) (6,230) (10,700) (14,549)
Ending balance 7,689 4,960 7,689 4,960
Net change in unrealized gains (losses) relating to items held at end of period 1,508 1,764 1,508 1,764
Mortgage servicing rights        
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance 5,828 2,602 4,157 1,654
Change included in earnings (296) (166) (62) (523)
Purchases and issuances 649 760 2,086 2,065
Sales and settlements 0 0 0 0
Ending balance 6,181 3,196 6,181 3,196
Net change in unrealized gains (losses) relating to items held at end of period 0 0 0 0
Interest rate lock commitments        
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance 1,337 2,580 1,137 1,514
Change included in earnings (455) (589) (873) (1,647)
Purchases and issuances 4,443 6,003 11,944 16,446
Sales and settlements (3,817) (6,230) (10,700) (14,549)
Ending balance 1,508 1,764 1,508 1,764
Net change in unrealized gains (losses) relating to items held at end of period $ 1,508 $ 1,764 $ 1,508 $ 1,764