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Business Combination - Bargain Purchase Gain (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2015
Sep. 30, 2015
Jun. 30, 2015
Mar. 31, 2015
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Business Acquisition [Line Items]                      
Net income available to common stockholders $ 49,716 $ 60,583 $ 4,478 $ 12,801 $ 21,378 $ 23,543 $ 22,798 $ 23,653 $ 127,581 $ 91,372 $ 75,299
Common shares outstanding (in shares) 91,422,676       67,195,252       91,422,676 67,195,252  
Basic and diluted net income per share of common stock (in dollars per share) $ 0.60 $ 0.83 $ 0.06 $ 0.18 $ 0.32 $ 0.39 $ 0.39 $ 0.47 $ 1.74 $ 1.54 $ 1.72
Apollo Residential Mortgage, Inc. Merger [Member]                      
Business Acquisition [Line Items]                      
Total revenue                 $ 349,948 $ 352,264  
Net income available to common stockholders                 $ 89,877 $ 44,547  
Common shares outstanding (in shares) 91,422,676       67,195,252       91,422,676 67,195,252  
Basic and diluted net income per share of common stock (in dollars per share)                 $ 0.98 $ 0.66