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Quarterly Financial Data (unaudited) (Details) - USD ($)
$ / shares in Units, shares in Thousands, $ in Thousands
 3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Quarterly Financial Information Disclosure [Abstract]                              
Interest income $ 199,772 $ 179,602 $ 167,258 $ 147,982 $ 128,936 $ 110,249 $ 107,723 $ 108,891         $ 694,614 $ 455,799 $ 366,087
Interest expense 155,773 147,631 141,567 121,779 107,063 90,646 90,223 89,139         566,750 377,071 308,101
NET INTEREST INCOME 43,999 31,971 25,691 26,203 21,873 19,603 17,500 19,752         127,864 78,728 57,986
Non-interest income:                              
Recovery of (provision for) loan losses 175 244 1,296 1,065   840 437           2,780   1,739
(Provision for) recovery of loan losses         (2,492)     (42)           (1,257)  
Realized gains (losses), net 86 6,102 4,448 22,006                 32,642 (7,775) 31,656
Unrealized gains (losses), net 21,940 11,112 77 2,708 (4,736) 14,094 24,392 19,031         35,837 52,781 20,786
Loss on extinguishment of debt 0 0 0 (2,857)                 (2,857) 0 0
Realized gains (losses), net         (548) 3,232 (6,303) (4,156)              
Income from operating real estate and real estate held for sale in consolidated variable interest entities 0 0 0 215 1,404 1,380 1,253 2,126         215 6,163 7,280
Other income 11,425 3,938 2,740 7,728 7,589 4,757 228 3,994              
Total non-interest income 33,626 21,396 8,561 30,865 1,217 24,303 20,007 20,953         94,448 66,480 75,013
General, administrative and operating expenses 12,509 12,288 12,394 12,644 14,091 9,912 8,769 8,698         35,131 22,868 18,357
Income from operations before income taxes 65,116 41,079 21,858 44,424 8,999 33,994 28,738 32,007              
Income tax expense (benefit) (172) (187) (134) 74 (511) (454) (13) (79)         (419) (1,057) 3,355
Net income 65,288 41,266 21,992 44,350 9,510 34,448 28,751 32,086         172,896 104,795 88,567
Net loss (income) attributable to non-controlling interest in consolidated variable interest entities 195 113 743 (211) 91 (475) 943 (2,468)         840 (1,909) 3,413
NET INCOME ATTRIBUTABLE TO COMPANY 65,483 41,379 22,735 44,139 9,601 33,973 29,694 29,618         173,736 102,886 91,980
Preferred stock dividends (10,175) (6,544) (6,257) (5,925) (5,925) (5,925) (5,925) (5,925)              
NET INCOME ATTRIBUTABLE TO COMPANY'S COMMON STOCKHOLDERS $ 55,308 $ 34,835 $ 16,478 $ 38,214 $ 3,676 $ 28,048 $ 23,769 $ 23,693         $ 144,835 $ 79,186 $ 76,320
Basic earnings per common share (in dollars per share) $ 0.20 $ 0.15 $ 0.08 $ 0.22 $ 0.02 $ 0.21 $ 0.21 $ 0.21         $ 0.65 $ 0.62 $ 0.68
Diluted earnings per common share (in dollars per share) 0.20 0.15 0.08 0.21 0.02 0.20 0.20 0.20         $ 0.64 $ 0.61 $ 0.66
Dividends declared per common share (in dollars per share) $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20 $ 0.20      
Weighted average shares outstanding-basic (in shares) 275,121 234,043 200,691 174,421 148,871 132,413 115,211 112,018         221,380 127,243 111,836
Weighted average shares outstanding-diluted (in shares) 296,347 255,537 202,398 194,970 149,590 152,727 135,164 131,761         242,596 147,450 130,343