Credit Risk Modeling for Online Consumer Loans

نویسندگان

  • Matthew Dixon
  • Litong Dong
چکیده

Institutional investors and investment managers seek to better characterize the credit risk of online consumer loans. This article describes how to prepare the data and build a credit risk model that can be used for a number of applications including generating alpha, issuing protection and securitizing loans into bonds with the desired risk/reward profile. A simple example is used to provide insight into the modeling approach. In the next blog article, we shall describe how to price consumer loans and include pre-prepayment models.

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تاریخ انتشار 2015