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Segment Information - Statements of Income (Details)
$ in Thousands
 3 Months Ended 6 Months Ended
Jun. 30, 2023
USD ($)
Jun. 30, 2022
USD ($)
Jun. 30, 2023
USD ($)
segment
Jun. 30, 2022
USD ($)
Segment Information        
Interest income $ 335,737 $ 201,328 $ 663,685 $ 368,026
Interest expense 227,195 107,067 446,569 189,627
Net interest income 108,542 94,261 217,116 178,399
Other revenue:        
Gain on sales, including fee-based services, net 22,587 16,510 37,176 18,166
Mortgage servicing rights 16,201 17,567 34,659 32,879
Servicing revenue 47,952 35,493 92,933 71,519
Amortization of MSRs (15,605) (14,779) (31,020) (29,750)
Property operating income 1,430 290 2,811 586
Gain (loss) on derivative instruments, net (7,384) 8,606 (3,161) 25,992
Other income (loss), net 45 (13,249) 4,923 (10,048)
Total other revenue 65,226 50,438 138,321 109,344
Other expenses:        
Employee compensation and benefits 41,310 38,900 83,708 80,925
Selling and administrative 12,584 13,188 26,207 27,735
Property operating expenses 1,365 542 2,747 1,077
Depreciation and amortization 2,387 2,031 5,011 4,014
Provision for loss sharing (net of recoveries) 7,672 (1,949) 10,848 (2,611)
Provision for credit losses (net of recoveries) 13,878 5,067 36,395 7,426
Total other expenses 79,196 57,779 164,916 118,566
Income before extinguishment of debt, income from equity affiliates and income taxes 94,572 86,920 190,521 169,177
Loss on extinguishment of debt (1,247) 0 (1,247) (1,350)
Income from equity affiliates 5,560 6,547 19,886 13,759
Provision for income taxes (5,553) (5,352) (13,582) (13,540)
Net income 93,332 88,115 195,578 168,046
Preferred stock dividends 10,342 11,214 20,684 20,270
Net income attributable to noncontrolling interest 6,826 6,992 14,411 13,808
Net income attributable to common stockholders 76,164 69,909 $ 160,483 133,968
Reporting segments | segment     2  
Operating segments | Structured Business        
Segment Information        
Interest income 322,105 192,047 $ 639,481 348,308
Interest expense 220,966 103,165 435,860 181,367
Net interest income 101,139 88,882 203,621 166,941
Other revenue:        
Gain on sales, including fee-based services, net 0 0 0 0
Mortgage servicing rights 0 0 0 0
Servicing revenue 0 0 0 0
Amortization of MSRs 0 0 0 0
Property operating income 1,430 290 2,811 586
Gain (loss) on derivative instruments, net 0 0 0 0
Other income (loss), net 760 (9,328) 2,667 (6,131)
Total other revenue 2,190 (9,038) 5,478 (5,545)
Other expenses:        
Employee compensation and benefits 13,438 13,866 29,079 29,352
Selling and administrative 5,833 6,429 12,544 13,838
Property operating expenses 1,365 542 2,747 1,077
Depreciation and amortization 1,214 858 2,665 1,668
Provision for loss sharing (net of recoveries) 0 0 0 0
Provision for credit losses (net of recoveries) 14,369 5,088 35,014 7,157
Total other expenses 36,219 26,783 82,049 53,092
Income before extinguishment of debt, income from equity affiliates and income taxes 67,110 53,061 127,050 108,304
Loss on extinguishment of debt (1,247)   (1,247) (1,350)
Income from equity affiliates 5,560 6,547 19,886 13,759
Provision for income taxes (1,200) (255) (771) (1,687)
Net income 70,223 59,353 144,918 119,026
Preferred stock dividends 10,342 11,214 20,684 20,270
Net income attributable to noncontrolling interest 0 0 0 0
Net income attributable to common stockholders 59,881 48,139 124,234 98,756
Operating segments | Agency Business        
Segment Information        
Interest income 13,632 9,281 24,204 19,718
Interest expense 6,229 3,902 10,709 8,260
Net interest income 7,403 5,379 13,495 11,458
Other revenue:        
Gain on sales, including fee-based services, net 22,587 16,510 37,176 18,166
Mortgage servicing rights 16,201 17,567 34,659 32,879
Servicing revenue 47,952 35,493 92,933 71,519
Amortization of MSRs (15,605) (14,779) (31,020) (29,750)
Property operating income 0 0 0 0
Gain (loss) on derivative instruments, net (7,384) 8,606 (3,161) 25,992
Other income (loss), net (715) (3,921) 2,256 (3,917)
Total other revenue 63,036 59,476 132,843 114,889
Other expenses:        
Employee compensation and benefits 27,872 25,034 54,629 51,573
Selling and administrative 6,751 6,759 13,663 13,897
Property operating expenses 0 0 0 0
Depreciation and amortization 1,173 1,173 2,346 2,346
Provision for loss sharing (net of recoveries) 7,672 (1,949) 10,848 (2,611)
Provision for credit losses (net of recoveries) (491) (21) 1,381 269
Total other expenses 42,977 30,996 82,867 65,474
Income before extinguishment of debt, income from equity affiliates and income taxes 27,462 33,859 63,471 60,873
Loss on extinguishment of debt 0   0 0
Income from equity affiliates 0 0 0 0
Provision for income taxes (4,353) (5,097) (12,811) (11,853)
Net income 23,109 28,762 50,660 49,020
Preferred stock dividends 0 0 0 0
Net income attributable to noncontrolling interest 0 0 0 0
Net income attributable to common stockholders 23,109 28,762 50,660 49,020
Other/Eliminations        
Other expenses:        
Net income attributable to noncontrolling interest 6,826 6,992 14,411 13,808
Net income attributable to common stockholders $ (6,826) $ (6,992) $ (14,411) $ (13,808)