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RESIDENTIAL MORTGAGE LOANS - Summary of Comprehensive Income (Loss) (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
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
Mortgage Loans on Real Estate [Line Items]                      
Net interest income $ 426,712 $ 353,613 $ 315,145 $ 389,302 $ 623,626 $ 384,514 $ 304,363 $ 240,696 $ 1,484,772 $ 1,553,199 $ 1,699,101
Net gains (losses) on disposal of investments                 (6,352) 31,039 63,317
Net income (loss) attributable to Annaly                 1,569,604 1,433,756 $ 466,556
Residential Mortgage                      
Mortgage Loans on Real Estate [Line Items]                      
Net interest income                 28,817 3,452  
Net gains (losses) on disposal of investments                 (4,704) (922)  
Net unrealized gains (losses) on investments measured at fair value through earnings                 8,468 (5,614)  
Net income (loss) attributable to Annaly                 $ 32,581 $ (3,084)