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Mortgage Servicing Rights and Mortgage Servicing Liabilities - Mortgage Servicing Liabilities Carried at FV (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Amortized cost:      
Mortgage servicing liabilities resulting from loan sales $ 37,988 $ 7,601 $ 17,229
Mortgage servicing liabilities      
Amortized cost:      
Balance at beginning of year 8,681 14,120 15,192
Mortgage servicing liabilities resulting from loan sales 37,988 7,601 17,229
Changes in valuation inputs used in valuation model 8,377 10,787 6,526
Other changes in fair value (25,906) (23,827) (24,827)
Total change in fair value (17,529) (13,040) (18,301)
Balance at end of year $ 29,140 $ 8,681 $ 14,120