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Mortgage servicing rights - Schedule of Changes in Mortgage Servicing Rights (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Servicing Asset at Fair Value, Amount [Roll Forward]        
Carrying value at beginning of period $ 66,380 $ 109,449 $ 88,829 $ 76,107
Capitalization 10,387 11,741 30,319 41,555
Sales 0 (39,428) (29,160) (39,428)
Change in fair value:        
Due to pay-offs/pay-downs (5,050) (3,339) (10,150) (8,606)
Due to change in valuation inputs or assumptions (5,561) 1,467 (13,682) 10,262
Carrying value at period end $ 66,156 $ 79,890 $ 66,156 $ 79,890