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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, 2017 | Sep. 30, 2017 | Jun. 30, 2017 | Mar. 31, 2017 | Dec. 31, 2016 | Sep. 30, 2016 | Jun. 30, 2016 | Mar. 31, 2016 | Dec. 31, 2017 | Dec. 31, 2016 | Dec. 31, 2015
Quarterly Financial Information Disclosure [Abstract] |  |  |  |  |  |  |  |  |  |  |
Interest income | $ 102,339 | $ 91,382 | $ 93,981 | $ 78,385 | $ 78,389 | $ 79,525 | $ 79,766 | $ 81,626 | $ 366,087 | $ 319,306 | $ 336,768
Interest expense | 87,299 | 78,062 | 78,273 | 64,467 | 63,575 | 64,007 | 63,102 | 63,984 |  |  |
NET INTEREST INCOME | 15,040 | 13,320 | 15,708 | 13,918 | 14,814 | 15,518 | 16,664 | 17,642 | 57,986 | 64,638 | 76,117
Other income: |  |  |  |  |  |  |  |  |  |  |
Recovery of (provision for) for loan losses | 1,288 | 563 | (300) | 188 | 177 | (26) | 42 | 645 | 1,739 | 838 | (1,363)
Realized (loss) gain on investment securities and related hedges, net | (62) | 4,059 | 1,114 | (1,223) |  |  |  |  | 3,888 | (3,645) | (4,617)
Realized gain on distressed residential mortgage loans at carrying value, net | 5,025 | 6,689 | 2,364 | 11,971 | (8,978) | 2,306 | 1,761 | 1,266 |  |  |
Net gain on residential mortgage loans at fair value | 961 | 717 | 0 | 0 |  |  |  |  | 1,678 | 0 | 0
Unrealized gain (loss) on investment securities and related hedges, net | 268 | 1,192 | (1,051) | 1,546 | 2,875 | 6,416 | 26 | 5,548 | 1,955 | 7,070 | (2,641)
Unrealized gain on multi-family loans and debt held in securitization trusts, net | 13,688 | 2,353 | 1,447 | 1,384 | 8,664 | 1,563 | (667) | (2,490) | 18,872 | 3,032 | 12,368
Income from operating real estate and real estate held for sale in consolidated variable interest entities | 2,535 | 2,429 | 2,316 | 0 |  |  |  |  | 7,280 | 0 | 0
Unrealized gain on multi-family loans and debt held in securitization trusts, net |  |  |  |  | 692 | 738 | 784 | 818 |  |  |
Other income | 1,515 | 6,916 | 2,282 | 2,839 | 2,245 | 5,635 | 8,125 | 3,073 |  |  |
Total other income | 25,218 | 24,918 | 8,172 | 16,705 | 5,675 | 16,632 | 10,071 | 8,860 | 75,013 | 41,238 | 45,911
General, administrative and operating expenses | 8,288 | 10,996 | 11,589 | 10,204 | 7,220 | 8,705 | 9,936 | 9,360 | 18,357 | 15,246 | 9,928
Income from operations before income taxes | 31,970 | 27,242 | 12,291 | 20,419 | 13,269 | 23,445 | 16,799 | 17,142 |  |  |
Income tax expense | 1,169 | 507 | 442 | 1,237 | 375 | 163 | 2,366 | 191 | 3,355 | 3,095 | 4,535
Net income | 30,801 | 26,735 | 11,849 | 19,182 | 12,894 | 23,282 | 14,433 | 16,951 | 88,567 | 67,560 | 78,013
Net loss (income) attributable to non-controlling interest in consolidated variable interest entities | (184) | 1,110 | 2,487 | 0 | 3 | (14) | 2 | 0 | 3,413 | (9) |
NET INCOME ATTRIBUTABLE TO COMPANY | 30,617 | 27,845 | 14,336 | 19,182 | 12,897 | 23,268 | 14,435 | 16,951 | 91,980 | 67,551 | 78,013
Preferred stock dividends | (5,985) | (3,225) | (3,225) | (3,225) | (3,225) | (3,225) | (3,225) | (3,225) | (15,660) | (12,900) | (10,990)
NET INCOME ATTRIBUTABLE TO COMPANY'S COMMON STOCKHOLDERS | $ 24,632 | $ 24,620 | $ 11,111 | $ 15,957 | $ 9,672 | $ 20,043 | $ 11,210 | $ 13,726 | $ 76,320 | $ 54,651 | $ 67,023
Basic earnings per common share (in dollars per share) | $ 0.22 | $ 0.22 | $ 0.10 | $ 0.14 | $ 0.09 | $ 0.18 | $ 0.10 | $ 0.13 | $ 0.68 | $ 0.50 | $ 0.62
Diluted earnings per common share (in dollars per share) | 0.21 | 0.21 | 0.10 | 0.14 | 0.09 | 0.18 | 0.10 | 0.13 | $ 0.66 | $ 0.50 | $ 0.62
Dividends declared per common share (in dollars per share) | $ 0.2 | $ 0.2 | $ 0.2 | $ 0.2 | $ 0.24 | $ 0.24 | $ 0.24 | $ 0.24 |  |  |
Weighted average shares outstanding-basic (in shares) | 111,871 | 111,886 | 111,863 | 111,721 | 109,911 | 109,569 | 109,489 | 109,402 | 111,836 | 109,594 | 108,399
Weighted average shares outstanding-diluted (in shares) | 131,565 | 131,580 | 111,863 | 126,602 | 109,911 | 109,569 | 109,489 | 109,402 | 130,343 | 109,594 | 108,399

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- Definition Amount of unrealized gain (loss) recognized in the income statement on unsold other securities. + References Reference 1: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 230 -SubTopic 10 -Section 45 -Paragraph 28 -Subparagraph (b) -URI http://asc.fasb.org/extlink&oid=98514028&loc=d3e3602-108585 + Details
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