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Mortgage servicing rights - Schedule of Servicing Income and Expense Included in Mortgage Banking Income (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Servicing income:      
Servicing income $ 20,591 $ 13,168 $ 12,063
Change in fair value of mortgage servicing rights (2,763) (4,023) 0
Change in fair value of derivative hedging instruments (5,910) 599 0
Total servicing income 11,918 9,744 12,063
Servicing expenses:      
Servicing asset amortization 0 0 8,321
Servicing asset impairment 0 0 4,678
Loss on sale of mortgage servicing rights, related hedges and transaction costs on sale 0 249 4,447
Other servicing expenses 7,675 4,896 2,325
Total servicing expenses 7,675 5,145 19,771
Net servicing income (loss) $ 4,243 $ 4,599 $ (7,708)