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Mortgage Servicing Rights - Data and Key Economic Assumptions Related to the Company's MRSs (Details) - USD ($)
$ in Thousands
9 Months Ended 12 Months Ended
Sep. 30, 2019
Dec. 31, 2018
Data and key economic assumptions related to mortgage servicing rights    
Unpaid principal balance $ 4,761,925 $ 4,635,712
Weighted-average prepayment speed (CPR) 12.12% 7.95%
Estimated impact of a 10% increase $ (2,280) $ (1,264)
Estimated impact of a 20% increase $ (4,380) $ (2,569)
Discount rate 9.60% 9.45%
Estimated impact of a 10% increase $ (1,815) $ (2,657)
Estimated impact of a 20% increase $ (3,499) $ (5,103)
Weighted-average coupon interest rate 4.07% 4.04%
Weighted-average servicing fee (basis points) 28.36% 27.47%
Weighted-average remaining maturity (in years) 6 years 29 days 8 years 10 days