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Business Combination - Pro Forma Consolidated Operational Data (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 6 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Jun. 30, 2016
Jun. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Dec. 31, 2016
Business Acquisition [Line Items]              
Net income available to common stockholders $ 57,208 $ 60,583     $ 121,946 $ 77,864  
Common shares outstanding at September 30, 2016 (in shares) 105,451,235       105,451,235   91,422,676
Net income per common share, basic and diluted (in dollars per share) $ 0.54 $ 0.83     $ 1.23 $ 1.11  
Apollo Residential Mortgage, Inc. Merger [Member]              
Business Acquisition [Line Items]              
Total revenue     $ 89,665 $ 280,230      
Net income available to common stockholders     $ 15,615 $ 40,161      
Common shares outstanding at September 30, 2016 (in shares)     80,826,566 80,826,566      
Net income per common share, basic and diluted (in dollars per share)     $ 0.19 $ 0.50