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Mortgage Servicing Rights and Mortgage Servicing Liabilities - Mortgage Servicing Liabilities Carried at FV (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Amortized cost:    
Mortgage servicing liabilities resulting from mortgage loan sales $ 794 $ 2,037
Mortgage servicing liabilities    
Amortized cost:    
Balance at beginning of period 8,681 14,120
Mortgage servicing liabilities resulting from mortgage loan sales 794 2,037
Changes in valuation inputs used in valuation model 3,301 2,643
Other changes in fair value (4,932) (6,737)
Total change in fair value (1,631) (4,094)
Balance at end of period $ 7,844 $ 12,063