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Investment in Receivable Portfolios, Net - Summary of Change in Valuation Allowance for Investment in Receivable Portfolios (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Receivable Portfolio, Valuation Allowance [Roll Forward]    
Balance at beginning of period $ 60,631 $ 102,576
Provision for portfolio allowances 36,806 14,421
Reversal of prior allowances (28,698) (55,894)
Sale of Baycorp (1,036)  
Effect of foreign currency translation 1,776 (472)
Balance at end of period $ 69,479 $ 60,631