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Mortgage Servicing - Summary of Activity Related to Fair Value Servicing Assets (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Servicing Asset at Fair Value, Amount [Roll Forward]      
Beginning balance $ 1,486,395 $ 1,457,149 $ 671,962
Fair value election - Transfer from MSRs carried at amortized cost 0 0 336,882
Cumulative effect of fair value election 0 0 82,043
Sales (143) (4,344) (6,240)
Recognized on the sale of residential mortgage loans 68,734 8,795 8,279
Recognized in connection with the acquisition of PHH 0 0 518,127
Purchase of MSRs 285,134 153,505 5,433
Servicing transfers and adjustments (265,845) (7,309) (5,880)
Changes in valuation inputs or assumptions (106,202) 93,953 5,853
Realization of expected future cash flows and other changes (173,256) (215,354) (159,310)
Ending balance 1,294,817 1,486,395 1,457,149
Fair Value Agency Mortgage Servicing Rights      
Servicing Asset at Fair Value, Amount [Roll Forward]      
Beginning balance 714,006 865,587 11,960
Fair value election - Transfer from MSRs carried at amortized cost 0 0 336,882
Cumulative effect of fair value election 0 0 82,043
Sales 0 (3,578) (4,748)
Recognized on the sale of residential mortgage loans 68,734 8,795 8,279
Recognized in connection with the acquisition of PHH 0 0 494,348
Purchase of MSRs 285,134 153,505 5,433
Servicing transfers and adjustments (266,248) 0 (1,047)
Changes in valuation inputs or assumptions (133,072) (171,050) 11,558
Realization of expected future cash flows and other changes (89,597) (139,253) (79,121)
Ending balance 578,957 714,006 865,587
Fair Value Non-Agency Mortgage Servicing Rights      
Servicing Asset at Fair Value, Amount [Roll Forward]      
Beginning balance 772,389 591,562 660,002
Fair value election - Transfer from MSRs carried at amortized cost 0 0 0
Cumulative effect of fair value election 0 0 0
Sales (143) (766) (1,492)
Recognized on the sale of residential mortgage loans 0 0 0
Recognized in connection with the acquisition of PHH 0 0 23,779
Purchase of MSRs 0 0 0
Servicing transfers and adjustments 403 (7,309) (4,833)
Changes in valuation inputs or assumptions 26,870 265,003 (5,705)
Realization of expected future cash flows and other changes (83,659) (76,101) (80,189)
Ending balance $ 715,860 $ 772,389 $ 591,562