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Mortgage Servicing - Summary of Activity Related to Fair Value Servicing Assets (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Servicing Asset at Fair Value, Amount [Roll Forward]      
Beginning balance $ 1,457,149 $ 671,962 $ 679,256
Fair value election - Transfer from MSRs carried at amortized cost 0 336,882 0
Cumulative effect of fair value election 0 82,043 0
Sales (4,344) (6,240) (540)
Recognized on the sale of residential mortgage loans 8,795 8,279 162
Recognized in connection with the acquisition of PHH 0 518,127 0
Purchase of MSRs 153,505 5,433 0
Servicing transfers and adjustments (7,309) (5,880) (2,376)
Changes in valuation inputs or other assumptions 93,953 5,853 86,964
Realization of expected future cash flows and other changes (215,354) (159,310) (91,504)
Ending balance 1,486,395 1,457,149 671,962
Fair Value Agency Mortgage Servicing Rights      
Servicing Asset at Fair Value, Amount [Roll Forward]      
Beginning balance 865,587 11,960 13,357
Fair value election - Transfer from MSRs carried at amortized cost 0 336,882 0
Cumulative effect of fair value election 0 82,043 0
Sales (3,578) (4,748) 0
Recognized on the sale of residential mortgage loans 8,795 8,279 162
Recognized in connection with the acquisition of PHH 0 494,348 0
Purchase of MSRs 153,505 5,433 0
Servicing transfers and adjustments 0 (1,047) 0
Changes in valuation inputs or other assumptions (171,050) 11,558 243
Realization of expected future cash flows and other changes (139,253) (79,121) (1,802)
Ending balance 714,006 865,587 11,960
Fair Value Non-Agency Mortgage Servicing Rights      
Servicing Asset at Fair Value, Amount [Roll Forward]      
Beginning balance 591,562 660,002 665,899
Fair value election - Transfer from MSRs carried at amortized cost 0 0 0
Cumulative effect of fair value election 0 0 0
Sales (766) (1,492) (540)
Recognized on the sale of residential mortgage loans 0 0 0
Recognized in connection with the acquisition of PHH 0 23,779 0
Purchase of MSRs 0 0 0
Servicing transfers and adjustments (7,309) (4,833) (2,376)
Changes in valuation inputs or other assumptions 265,003 (5,705) 86,721
Realization of expected future cash flows and other changes (76,101) (80,189) (89,702)
Ending balance $ 772,389 $ 591,562 $ 660,002