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Securitizations Net - Summary of Outstanding Balance Net of Discounts and Deals Costs of Securities and Effective Interest Rate (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Dec. 31, 2019
Debt Instrument [Line Items]          
Securitizations, net $ 1,599,719 $ 1,261,456 $ 1,599,719 $ 1,261,456 $ 1,438,629
Interest expense — portfolio related 21,189 20,324 44,036 39,387  
Average outstanding balance $ 1,565,754 $ 1,277,009 $ 1,565,754 $ 1,277,009  
Effective interest rate     4.74% 5.25%  
Securitizations          
Debt Instrument [Line Items]          
Interest expense — portfolio related     $ 37,104 $ 33,553