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Segment Information - Statements of Income (Details)
$ in Thousands
 12 Months Ended
Dec. 31, 2022
USD ($)
segment
Dec. 31, 2021
USD ($)
Dec. 31, 2020
USD ($)
Segment Information      
Interest income $ 948,401 $ 466,087 $ 339,465
Interest expense 557,617 212,005 169,216
Net interest income 390,784 254,082 170,249
Other revenue:      
Gain on sales, including fee-based services, net 55,816 123,037 94,607
Mortgage servicing rights 69,346 130,230 165,517
Servicing revenue $ 152,068 $ 133,429 $ 103,607
Contractually Specified Servicing Fee Income, Statement of Income or Comprehensive Income [Extensible Enumeration] Contractually Specified Servicing Fees, Amount, Net Contractually Specified Servicing Fees, Amount, Net Contractually Specified Servicing Fees, Amount, Net
Amortization of MSRs $ (59,876) $ (58,615) $ (49,222)
Property operating income 1,877 185 3,976
Gain (loss) on derivative instruments, net 26,609 (2,684) (58,335)
Other income, net (17,563) 7,566 4,109
Total other revenue 228,277 333,148 264,259
Other expenses:      
Employee compensation and benefits 161,825 171,796 144,380
Selling and administrative 53,990 45,575 37,348
Property operating expenses 2,136 718 4,898
Depreciation and amortization 8,732 7,215 7,640
Provision for loss sharing (net of recoveries) 1,862 (6,167) 14,822
Provision for credit losses (net of recoveries) 21,169 (21,113) 61,110
Litigation settlement 7,350    
Total other expenses 257,064 198,024 270,198
Income before extinguishment of debt, sale of real estate, income from equity affiliates and income taxes 361,997 389,206 164,310
Loss on extinguishment of debt (4,933) (3,374) (3,546)
Gain (loss) on sale of real estate   3,693 (375)
Income from equity affiliates 14,247 34,567 76,161
Provision for income taxes (17,484) (46,285) (40,393)
Net income 353,827 377,807 196,157
Preferred stock dividends 40,954 21,888 7,554
Net income attributable to noncontrolling interest 28,044 38,507 25,208
Net income attributable to common stockholders $ 284,829 317,412 163,395
Reporting segments | segment 2    
Operating segments | Structured Business      
Segment Information      
Interest income $ 903,622 427,039 305,893
Interest expense 538,659 194,435 150,964
Net interest income 364,963 232,604 154,929
Other revenue:      
Property operating income 1,877 185 3,976
Gain (loss) on derivative instruments, net     (2,859)
Other income, net (2,360) 7,491 4,052
Total other revenue (483) 7,676 5,169
Other expenses:      
Employee compensation and benefits 56,032 51,225 40,292
Selling and administrative 26,059 21,064 15,706
Property operating expenses 2,136 718 4,898
Depreciation and amortization 4,041 2,524 2,391
Provision for credit losses (net of recoveries) 19,770 (21,223) 59,967
Litigation settlement 7,350    
Total other expenses 115,388 54,308 123,254
Income before extinguishment of debt, sale of real estate, income from equity affiliates and income taxes 249,092 185,972 36,844
Loss on extinguishment of debt (4,933) (3,374) (3,546)
Gain (loss) on sale of real estate   2,466 (878)
Income from equity affiliates 14,247 34,567 76,161
Provision for income taxes (821) (5,940) (14,303)
Net income 257,585 213,691 94,278
Preferred stock dividends 40,954 21,888 7,554
Net income attributable to common stockholders 216,631 191,803 86,724
Operating segments | Agency Business Segment      
Segment Information      
Interest income 44,779 39,048 33,572
Interest expense 18,958 17,570 18,252
Net interest income 25,821 21,478 15,320
Other revenue:      
Gain on sales, including fee-based services, net 55,816 123,037 94,607
Mortgage servicing rights 69,346 130,230 165,517
Servicing revenue 152,068 133,429 103,607
Amortization of MSRs (59,876) (58,615) (49,222)
Gain (loss) on derivative instruments, net 26,609 (2,684) (55,476)
Other income, net (15,203) 75 57
Total other revenue 228,760 325,472 259,090
Other expenses:      
Employee compensation and benefits 105,793 120,571 104,088
Selling and administrative 27,931 24,511 21,642
Depreciation and amortization 4,691 4,691 5,249
Provision for loss sharing (net of recoveries) 1,862 (6,167) 14,822
Provision for credit losses (net of recoveries) 1,399 110 1,143
Total other expenses 141,676 143,716 146,944
Income before extinguishment of debt, sale of real estate, income from equity affiliates and income taxes 112,905 203,234 127,466
Gain (loss) on sale of real estate   1,227 503
Provision for income taxes (16,663) (40,345) (26,090)
Net income 96,242 164,116 101,879
Net income attributable to common stockholders 96,242 164,116 101,879
Other / Eliminations      
Other expenses:      
Net income attributable to noncontrolling interest 28,044 38,507 25,208
Net income attributable to common stockholders $ (28,044) $ (38,507) $ (25,208)