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Mortgage Servicing Rights - Schedule of Data and Key Economic Assumptions Related to Mortgage Servicing Rights (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2018
Dec. 31, 2017
Transfers And Servicing [Abstract]    
Unpaid principal balance $ 7,423,932 $ 6,529,431
Weighted-average prepayment speed (CPR) 7.69% 8.90%
Estimated impact on fair value of a 10% increase $ (2,997) $ (3,026)
Estimated impact on fair value of a 20% increase $ (5,780) $ (5,855)
Discount rate 10.01% 9.75%
Estimated impact on fair value of a 100 bp increase $ (3,829) $ (3,052)
Estimated impact on fair value of a 200 bp increase $ (7,379) $ (5,867)
Weighted-average coupon interest rate 3.98% 3.94%
Weighted-average servicing fee (basis points) 0.28% 0.28%
Weighted-average remaining maturity (in months) 322 years 335 months