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Fair Value of Financial Instruments - Summary of Assets and Liabilities Measured at Fair Value on a Recurring Basis (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Assets at Fair Value:    
Agency Securities $ 12,007,021 $ 7,051,954
Derivatives 7,794 111,913
Liabilities at Fair Value:    
Derivatives 115,807 24,505
Credit Risk and Non-Agency Securities    
Assets at Fair Value:    
Securities, trading 777,487 819,915
Interest-Only Securities    
Assets at Fair Value:    
Securities, trading 0 20,623
US Treasury Securities    
Assets at Fair Value:    
Securities, trading 0 98,646
Fair Value, Measurements, Recurring    
Assets at Fair Value:    
Agency Securities 12,007,021 7,051,954
Derivatives 7,794 111,913
Liabilities at Fair Value:    
Derivatives 115,807 24,505
Fair Value, Measurements, Recurring | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Assets at Fair Value:    
Agency Securities 0 0
Derivatives 0 0
Liabilities at Fair Value:    
Derivatives 0 0
Fair Value, Measurements, Recurring | Significant Observable Inputs (Level 2)    
Assets at Fair Value:    
Agency Securities 12,007,021 7,051,954
Derivatives 7,794 111,913
Liabilities at Fair Value:    
Derivatives 115,807 24,505
Fair Value, Measurements, Recurring | Significant Unobservable Inputs (Level 3)    
Assets at Fair Value:    
Agency Securities 0 0
Derivatives 0 0
Liabilities at Fair Value:    
Derivatives 0 0
Fair Value, Measurements, Recurring | Credit Risk and Non-Agency Securities    
Assets at Fair Value:    
Securities, trading 777,487 819,915
Fair Value, Measurements, Recurring | Credit Risk and Non-Agency Securities | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Assets at Fair Value:    
Securities, trading 0 0
Fair Value, Measurements, Recurring | Credit Risk and Non-Agency Securities | Significant Observable Inputs (Level 2)    
Assets at Fair Value:    
Securities, trading 777,487 819,915
Fair Value, Measurements, Recurring | Credit Risk and Non-Agency Securities | Significant Unobservable Inputs (Level 3)    
Assets at Fair Value:    
Securities, trading $ 0 0
Fair Value, Measurements, Recurring | Interest-Only Securities    
Assets at Fair Value:    
Securities, trading   20,623
Fair Value, Measurements, Recurring | Interest-Only Securities | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Assets at Fair Value:    
Securities, trading   0
Fair Value, Measurements, Recurring | Interest-Only Securities | Significant Observable Inputs (Level 2)    
Assets at Fair Value:    
Securities, trading   20,623
Fair Value, Measurements, Recurring | Interest-Only Securities | Significant Unobservable Inputs (Level 3)    
Assets at Fair Value:    
Securities, trading   0
Fair Value, Measurements, Recurring | US Treasury Securities    
Assets at Fair Value:    
Securities, trading   98,646
Fair Value, Measurements, Recurring | US Treasury Securities | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Assets at Fair Value:    
Securities, trading   98,646
Fair Value, Measurements, Recurring | US Treasury Securities | Significant Observable Inputs (Level 2)    
Assets at Fair Value:    
Securities, trading   0
Fair Value, Measurements, Recurring | US Treasury Securities | Significant Unobservable Inputs (Level 3)    
Assets at Fair Value:    
Securities, trading   $ 0