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Mortgage Servicing Rights - Schedule of Data and Key Economic Assumptions Related to Mortgage Servicing Rights (Details) - USD ($)
$ in Thousands
6 Months Ended 12 Months Ended
Jun. 30, 2018
Dec. 31, 2017
Transfers And Servicing [Abstract]    
Unpaid principal balance $ 8,483,445 $ 6,529,431
Weighted-average prepayment speed (CPR) 7.63% 8.90%
Estimated impact on fair value of a 10% increase $ (3,588) $ (3,026)
Estimated impact on fair value of a 20% increase $ (6,921) $ (5,855)
Discount rate 10.23% 9.75%
Estimated impact on fair value of a 100 bp increase $ (4,578) $ (3,052)
Estimated impact on fair value of a 200 bp increase $ (8,813) $ (5,867)
Weighted-average coupon interest rate 4.06% 3.94%
Weighted-average servicing fee (basis points) 0.28% 0.28%
Weighted-average remaining maturity (in months) 322 months 335 months