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Mortgage servicing rights - Schedule of Changes in Mortgage Servicing Rights (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Servicing Asset at Fair Value, Amount [Roll Forward]        
Carrying value at beginning of period $ 88,829 $ 76,107 $ 32,070  
Fair value impact of change in accounting policy (See Note 1)   0 0 $ 1,011
Carrying value at beginning of period   88,829 76,107 $ 33,081
Capitalization 42,151 54,913 58,984  
Sales (29,160) (39,428) (11,686)  
Loss on sale 0 0 (249)  
Change in fair value:        
Due to pay-offs/pay-downs (16,350) (11,062) (3,104)  
Due to change in valuation inputs or assumptions (9,949) 8,299 (919)  
Carrying value at end of period $ 75,521 $ 88,829 $ 76,107