Risk Quantification of Retail Credit: Current Practices and Future Challenges

Santomero Anthony M.Lang William
CEIS Research Paper
This paper analyzes current practices at U.S. banks for quantifying credit in retail portfolios and examines the challenges confronting banks and regulators in developing an internal ratings based (IRB) approach to setting capital requirements for retail exposures. The paper finds that approaches that directly estimate portfolio volatility are potentially a viable approach to estimating economic capital, but currrently these methods do not provide a reliable approach for setting regulatory requirements. Alternative approaches based on direct estimating of structural risk parameters (e.g. probabilty of default) are currently a more viable option for setting capital standards.
Number: 13
Date: Friday, April 18, 2003
Revision Date: Friday, April 18, 2003