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Mortgage Servicing Rights - Schedule of Data and Key Economic Assumptions Related to Mortgage Servicing Rights (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Transfers And Servicing [Abstract]    
Unpaid principal balance $ 6,529,431 $ 2,833,958
Weighted-average prepayment speed (CPR) 8.90% 8.40%
Estimated impact on fair value of a 10% increase $ (3,026) $ (1,256)
Estimated impact on fair value of a 20% increase $ (5,855) $ (2,434)
Discount rate 9.75% 9.54%
Estimated impact on fair value of a 100 bp increase $ (3,052) $ (1,394)
Estimated impact on fair value of a 200 bp increase $ (5,867) $ (2,679)
Weighted-average coupon interest rate 3.94% 3.59%
Weighted-average servicing fee (basis points) 0.28% 0.27%
Weighted-average remaining maturity (in months) 335 months 328 months