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Mortgage Servicing - Summary of Activity in Carrying Value of Amortization Method Servicing Assets (Footnote) (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Servicing Asset at Amortized Cost [Line Items]      
Fair value measurement of non-agency MSRs, cumulative-effect on retained earnings $ 0 $ 0 $ 52,015
Non Agency Mortgage Servicing Rights [Member]      
Servicing Asset at Amortized Cost [Line Items]      
Fair value measurement of non-agency MSRs, cumulative-effect on retained earnings     52,000
Deferred income taxes     $ 9,200