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Mortgage Servicing Rights (Details) - MSR - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2018
Mar. 31, 2017
Dec. 31, 2017
Change in fair value of mortgage servicing rights      
Balance, beginning of year $ 54,714 $ 61,968 $ 61,968
Additions 6,661 1,224  
Sales   (17,499)  
Changes in fair value: Due to changes in model inputs or assumptions 3,641 857  
Changes in fair value: Due to customer payoffs (1,059) (977)  
Balance, end of year 63,957 $ 45,573 54,714
Mortgage loans serviced for others $ 5,161,971   $ 4,762,042
MSR asset as a percentage of serviced mortgage loans 1.24%   1.15%
Key Assumptions      
Weighted average constant prepayment rate (as a percent) 9.62%   10.93%
Weighted average discount rate (as a percent) 10.99%   11.03%
Weighted average life 7 years 4 months 24 days   6 years 10 months 24 days