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Mortgage Servicing - Schedule of Activity Related to MSRs - Fair Value Measurement Method (Details) - USD ($)
$ in Thousands
6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Servicing Asset at Fair Value, Amount [Roll Forward]    
Beginning balance $ 1,457,149 $ 671,962
Fair value election - transfer of MSRs carried at amortized cost, net of valuation allowance   336,882
Cumulative effect of fair value election   82,043
Sales and other transfers (570) (155)
Recognized on the sale of residential mortgage loans 2,698 5,885
Purchase of MSRs 114,389 0
Servicing transfers and adjustments (4,767) (2,375)
Changes in fair value:    
Changes in valuation inputs or other assumptions [1] (159,093) 25,449
Realization of expected future cash flows and other changes [1] (97,173) (75,696)
Ending balance 1,312,633 1,043,995
Fair Value Agency Mortgage Servicing Rights [Member]    
Servicing Asset at Fair Value, Amount [Roll Forward]    
Beginning balance 865,587 11,960
Fair value election - transfer of MSRs carried at amortized cost, net of valuation allowance   336,882
Sales and other transfers (29) 0
Recognized on the sale of residential mortgage loans 2,698 5,885
Purchase of MSRs 114,302 0
Servicing transfers and adjustments 0 0
Changes in fair value:    
Changes in valuation inputs or other assumptions [1] (171,676) 20,460
Realization of expected future cash flows and other changes [1] (65,147) (29,633)
Ending balance 745,735 427,597
Fair Value Non-Agency Mortgage Servicing Rights [Member]    
Servicing Asset at Fair Value, Amount [Roll Forward]    
Beginning balance 591,562 660,002
Sales and other transfers (541) (155)
Recognized on the sale of residential mortgage loans 0 0
Purchase of MSRs 87 0
Servicing transfers and adjustments (4,767) (2,375)
Changes in fair value:    
Changes in valuation inputs or other assumptions [1] 12,583 4,989
Realization of expected future cash flows and other changes [1] (32,026) (46,063)
Ending balance $ 566,898 $ 616,398
[1] Changes in fair value are recognized in MSR valuation adjustments, net in the unaudited consolidated statements of operations.