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Quarterly Financial Data (unaudited) (Details) - USD ($) $ / shares in Units, shares in Thousands, $ in Thousands | 3 Months Ended | 12 Months Ended
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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

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