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Segment Information - Financial Information by Segment (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Mar. 31, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Segment Reporting Information [Line Items]          
Interest income $ 129,946   $ 148,542 $ 328,027 $ 279,583
Interest expense (102,666)   (116,220) (249,337) (215,496)
Net Interest Income 27,280   32,322 78,690 64,087
Non-interest Income (Loss)          
Mortgage banking activities, net (5,772)   19,160 (34,183) 31,469
Investment fair value changes, net 152,228   3,138 (718,604) 23,297
Other income, net 955   4,859 3,392 9,484
Realized gains, net 25,965   2,827 29,817 13,513
Total non-interest income (loss), net 173,376   29,984 (719,578) 77,763
General and administrative expenses (30,092)   (26,255) (62,760) (49,414)
Other expenses (5,083)   (2,452) (96,498) (3,490)
Benefit from (provision for) income taxes (37)   (2,333) 22,192 (3,216)
Net Income (Loss) 165,444   31,266 (777,954) 85,730
Non-cash amortization (expense) income, net (8,963)   (517) (13,044) (36)
Other significant non-cash expense: goodwill impairment 0 $ (89,000) 0 (88,675) 0
Operating Segments | Residential Lending          
Segment Reporting Information [Line Items]          
Interest income 36,653   67,611 97,284 134,450
Interest expense (30,169)   (49,321) (71,571) (96,997)
Net Interest Income 6,484   18,290 25,713 37,453
Non-interest Income (Loss)          
Mortgage banking activities, net (8,005)   15,359 (31,086) 26,186
Investment fair value changes, net 35,085   (8,102) (161,550) (9,822)
Other income, net 230   2,990 (267) 4,439
Realized gains, net 205   2,791 2,001 7,728
Total non-interest income (loss), net 27,515   13,038 (190,902) 28,531
General and administrative expenses (3,875)   (6,799) (9,507) (14,002)
Other expenses 0   0 0 0
Benefit from (provision for) income taxes 3,323   (1,484) 8,653 (1,985)
Net Income (Loss) 33,447   23,045 (166,043) 49,997
Non-cash amortization (expense) income, net (1,265)   2,268 (1,053) 4,243
Other significant non-cash expense: goodwill impairment       0  
Operating Segments | Business Purpose Lending          
Segment Reporting Information [Line Items]          
Interest income 53,742   4,131 106,802 7,068
Interest expense (38,837)   (2,238) (73,827) (3,777)
Net Interest Income 14,905   1,893 32,975 3,291
Non-interest Income (Loss)          
Mortgage banking activities, net 2,233   3,801 (3,097) 5,283
Investment fair value changes, net 40,401   (457) (101,729) (760)
Other income, net 476   1,829 2,169 2,295
Realized gains, net 0   0 0 0
Total non-interest income (loss), net 43,110   5,173 (102,657) 6,818
General and administrative expenses (10,293)   (6,120) (24,626) (8,685)
Other expenses (3,884)   (1,899) (96,869) (2,532)
Benefit from (provision for) income taxes 2,439   38 9,021 33
Net Income (Loss) 46,277   (915) (182,156) (1,075)
Non-cash amortization (expense) income, net (6,391)   (2,068) (11,316) (2,800)
Other significant non-cash expense: goodwill impairment       (88,675)  
Operating Segments | Third-Party Investments          
Segment Reporting Information [Line Items]          
Interest income 36,811   72,024 118,007 128,436
Interest expense (27,869)   (60,680) (95,626) (106,626)
Net Interest Income 8,942   11,344 22,381 21,810
Non-interest Income (Loss)          
Mortgage banking activities, net 0   0 0 0
Investment fair value changes, net 76,972   11,856 (454,586) 34,435
Other income, net (509)   40 732 40
Realized gains, net 578   36 2,634 5,785
Total non-interest income (loss), net 77,041   11,932 (451,220) 40,260
General and administrative expenses (2,106)   (900) (3,894) (1,886)
Other expenses (1,065)   (242) 817 (469)
Benefit from (provision for) income taxes (5,799)   (887) 4,518 (1,264)
Net Income (Loss) 77,013   21,247 (427,398) 58,451
Non-cash amortization (expense) income, net 312   (417) 1,053 (688)
Other significant non-cash expense: goodwill impairment       0  
Corporate/ Other          
Segment Reporting Information [Line Items]          
Interest income 2,740   4,776 5,934 9,629
Interest expense (5,791)   (3,981) (8,313) (8,096)
Net Interest Income (3,051)   795 (2,379) 1,533
Non-interest Income (Loss)          
Mortgage banking activities, net 0   0 0 0
Investment fair value changes, net (230)   (159) (739) (556)
Other income, net 758   0 758 2,710
Realized gains, net 25,182   0 25,182 0
Total non-interest income (loss), net 25,710   (159) 25,201 2,154
General and administrative expenses (13,818)   (12,436) (24,733) (24,841)
Other expenses (134)   (311) (446) (489)
Benefit from (provision for) income taxes 0   0 0 0
Net Income (Loss) 8,707   (12,111) (2,357) (21,643)
Non-cash amortization (expense) income, net $ (1,619)   $ (300) (1,728) $ (791)
Other significant non-cash expense: goodwill impairment       $ 0