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Mortgage Servicing - Summary of Activity in Carrying Value of Amortization Method Servicing Assets (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Servicing Asset at Amortized Cost, Balance [Roll Forward]        
Fair value election - transfer of MSRs carried at fair value $ 0 $ (336,882) $ 0  
Pledged MSR liability expense (372,089) (171,670) (236,311)  
Estimated fair value at end of year 1,486,395 1,457,149 671,962 $ 679,256
Mortgage Servicing Rights - Amortized Costs        
Servicing Asset at Amortized Cost, Balance [Roll Forward]        
Beginning balance, MSRs $ 0 336,882 363,722  
Fair value election - transfer of MSRs carried at fair value   (361,670) 0  
Additions recognized in connection with asset acquisitions   0 1,658  
Additions recognized on the sale of mortgage loans   0 20,738  
Sales   0 (1,066)  
Servicing transfers and adjustments   0 252  
Mortgage servicing rights, gross   (24,788) 385,304  
Valuation allowance of MSRs   24,788 3,366  
Pledged MSR liability expense   0 (51,788)  
Ending balance, MSRs   0 336,882  
Estimated fair value at end of year   $ 0 $ 418,745