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Fair Value of Assets and Liabilities - Reconciliation of Assets with Unobservable Inputs (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2017
Jun. 30, 2016
Jun. 30, 2017
Jun. 30, 2016
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance $ 6,859 $ 4,092 $ 5,294 $ 3,168
Change included in earnings (150) (855) (184) (1,415)
Purchases and issuances 4,996 6,640 8,938 11,748
Sales and settlements (4,540) (4,695) (6,883) (8,319)
Ending balance 7,165 5,182 7,165 5,182
Net change in unrealized gains (losses) relating to items held at end of period 1,337 2,580 1,337 2,580
Mortgage servicing rights        
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance 5,325 2,234 4,157 1,654
Change included in earnings (48) (245) 234 (357)
Purchases and issuances 551 613 1,437 1,305
Sales and settlements 0 0 0 0
Ending balance 5,828 2,602 5,828 2,602
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 1,534 1,858 1,137 1,514
Change included in earnings (102) (610) (418) (1,058)
Purchases and issuances 4,445 6,027 7,501 10,443
Sales and settlements (4,540) (4,695) (6,883) (8,319)
Ending balance 1,337 2,580 1,337 2,580
Net change in unrealized gains (losses) relating to items held at end of period $ 1,337 $ 2,580 $ 1,337 $ 2,580