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Securitizations and Variable Interest Entities - Summary of Personal Whole Loan Securitizations and Sales (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Personal Whole Loan Securitization        
Fair Value Assumption, Date of Securitization or Asset-backed Financing Arrangement, Transferor's Continuing Involvement, Servicing Assets or Liabilities [Line Items]        
Principal derecognized from loans securitized or sold $ 299,348 $ 350,854 $ 1,300,838 $ 687,512
Net gains (losses) recognized from loans securitized or sold 530 772 6,039 2,511
Fair value of senior securities and subordinated certificates received 14,869 18,529 65,653 36,065
Cash proceeds from loans securitized or sold 277,509 308,614 867,875 569,443
Cash proceeds from servicing and other administrative fees on loans securitized or sold 4,040 870 9,533 940
Cash proceeds for interest received on senior securities and subordinated certificates 742 102 2,044 102
Personal Whole Loan Securitization | Senior securities        
Fair Value Assumption, Date of Securitization or Asset-backed Financing Arrangement, Transferor's Continuing Involvement, Servicing Assets or Liabilities [Line Items]        
Transferor's Interests Retained in Transferred Financial Assets, Fair Value 13,500 16,100 57,300 30,100
Personal Whole Loan Securitization | Subordinated residual certificates        
Fair Value Assumption, Date of Securitization or Asset-backed Financing Arrangement, Transferor's Continuing Involvement, Servicing Assets or Liabilities [Line Items]        
Transferor's Interests Retained in Transferred Financial Assets, Fair Value 1,400 $ 2,400 8,400 $ 6,000
Personal Whole Loan CLUB Certificates        
Fair Value Assumption, Date of Securitization or Asset-backed Financing Arrangement, Transferor's Continuing Involvement, Servicing Assets or Liabilities [Line Items]        
Principal derecognized from loans securitized or sold 309,037   667,582  
Net gains (losses) recognized from loans securitized or sold 3,013   6,050  
Fair value of senior securities and subordinated certificates received 15,481   33,307  
Cash proceeds from loans securitized or sold 297,386   638,191  
Cash proceeds from servicing and other administrative fees on loans securitized or sold 1,029   1,736  
Cash proceeds for interest received on senior securities and subordinated certificates $ 441   $ 852