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Business Combination - Fair Value of Net Assets and Consideration Paid (Details) - USD ($)
$ in Thousands
 12 Months Ended
Aug. 31, 2016
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Liabilities assumed:        
Bargain purchase gain   $ 0 $ 0 $ 40,021
Apollo Residential Mortgage, Inc. Merger [Member]        
Consideration Paid:        
Cash $ 220,159      
Total consideration paid 611,056      
Assets acquired:        
Cash and cash equivalents 399,402      
Restricted cash 10,552      
Investments 1,491,484      
Other assets 34,822      
Liabilities assumed:        
Borrowings under repurchase agreements (1,254,518)      
Other liabilities (30,665)      
Net assets acquired 651,077      
Bargain purchase gain 40,021      
Common Stock [Member] | Apollo Residential Mortgage, Inc. Merger [Member]        
Consideration Paid:        
Consideration transferred, equity interests issued and issuable 218,397      
Preferred Stock [Member] | Apollo Residential Mortgage, Inc. Merger [Member]        
Consideration Paid:        
Consideration transferred, equity interests issued and issuable $ 172,500