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Mortgage Servicing Rights - Information of MSRs (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Transfers and Servicing [Abstract]      
Unpaid principal balance $ 7,322,671 $ 4,871,155 $ 4,635,712
Weighted-average prepayment speed (CPR) 15.05% 11.48% 7.95%
Estimated impact of a 10% increase $ (4,001) $ (2,469) $ (1,264)
Estimated impact of a 20% increase $ (7,674) $ (4,774) $ (2,569)
Discount rate 9.86% 9.69% 9.45%
Estimated impact of a 100bp increase $ (2,144) $ (2,027) $ (2,657)
Estimated impact of a 200bp increase $ (4,144) $ (3,908) $ (5,103)
Weighted-average coupon interest rate 3.58% 4.04% 4.04%
Weighted-average servicing fee (basis points) 0.2994% 0.292% 0.2747%
Weighted-average remaining maturity (in years) 5 years 1 month 20 days 6 years 4 months 6 days 8 years 10 days