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Mortgage Servicing Rights and Mortgage Servicing Liabilities - Mortgage Servicing Liabilities Carried at FV (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Amortized cost:        
Mortgage servicing liabilities resulting from loan sales     $ 27,133 $ 5,548
Mortgage servicing liabilities        
Amortized cost:        
Balance at beginning of period $ 12,948 $ 10,253 8,681 14,120
Mortgage servicing liabilities resulting from loan sales 19,501 1,741 27,133 5,548
Changes in valuation inputs used in valuation model 8,630 3,410 14,687 8,590
Other changes in fair value (6,785) (5,635) (16,207) (18,489)
Total change in fair value 1,845 (2,225) (1,520) (9,899)
Balance at end of period $ 34,294 $ 9,769 $ 34,294 $ 9,769