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Consolidated Statements of Income (Loss) - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Interest Income |  |  |
Residential loans | $ 204,801 | $ 222,746 | $ 315,953
Business purpose loans | 270,791 | 217,617 | 53,805
Multifamily loans | 19,266 | 54,813 | 132,600
Real estate securities | 54,704 | 49,605 | 91,822
Other interest income | 25,364 | 27,135 | 28,101
Total interest income | 574,926 | 571,916 | 622,281
Interest Expense |  |  |
Short-term debt | (42,581) | (50,895) | (96,506)
Asset-backed securities issued | (305,801) | (299,708) | (294,466)
Long-term debt | (78,367) | (97,402) | (88,836)
Total interest expense | (426,749) | (448,005) | (479,808)
Net Interest Income | 148,177 | 123,911 | 142,473
Non-interest Income (Loss) |  |  |
Mortgage banking activities, net | 235,744 | 78,472 | 87,266
Investment fair value changes, net | 128,049 | (588,438) | 35,500
Other income, net | 12,018 | 4,188 | 19,257
Realized gains, net | 17,993 | 30,424 | 23,821
Total non-interest income (loss), net | 393,804 | (475,354) | 165,844
General and administrative expenses | (170,859) | (115,204) | (108,737)
Loan acquisition costs | (16,336) | (11,023) | (9,935)
Other expenses | (16,695) | (108,785) | (13,022)
Net Income (Loss) before (Provision for) Benefit from Income Taxes | 338,091 | (586,455) | 176,623
(Provision for) benefit from income taxes | (18,478) | 4,608 | (7,440)
Net Income (Loss) | $ 319,613 | $ (581,847) | $ 169,183
Basic earnings (loss) per common share (in dollars per share) | $ 2.73 | $ (5.12) | $ 1.63
Diluted earnings (loss) per common share (in dollars per share) | $ 2.37 | $ (5.12) | $ 1.46
Basic weighted average shares outstanding (in shares) | 113,230,190 | 113,935,605 | 101,120,744
Diluted weighted average shares outstanding (in shares) | 142,070,301 | 113,935,605 | 136,780,594

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