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Business Combination - Bargain Purchase Gain (Details) - USD ($)
$ / shares in Units, $ 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
Business Acquisition [Line Items]                      
Net income available to common stockholders $ 34,322 $ 57,208 $ 26,925 $ 37,815 $ 49,716 $ 60,583 $ 4,478 $ 12,801 $ 156,270 $ 127,581 $ 91,372
Common shares outstanding (in shares) 107,121,235       91,422,676       107,121,235 91,422,676  
Net income per common share, basic and diluted (in dollars per share) $ 0.32 $ 0.54 $ 0.28 $ 0.41 $ 0.60 $ 0.83 $ 0.06 $ 0.18 $ 1.54 $ 1.74 $ 1.54
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         91,422,676 67,195,252
Net income per common share, basic and diluted (in dollars per share)                   $ 0.98 $ 0.66