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Using credit risk models for regulatory capital: issues and options

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  • Beverly Hirtle
  • Mark E. Levonian
  • Marc R. Saidenberg
  • Stefan Walter
  • David M. Wright

Abstract

The authors describe the issues and options that would be associated with the development of regulatory minimum capital standards for credit risk based on banks' internal risk measurement models. Their goal is to provide a sense of the features that an internal-models (IM) approach to regulatory capital would likely incorporate, and to stimulate discussion among financial institutions, supervisors, and other interested parties about the many practical and conceptual issues involved in structuring a workable IM regulatory capital regime for credit risk. The authors focus on three main areas: prudential standards defining the risk estimate to be used in the capital requirements, model standards describing the essential components of a comprehensive credit risk model, and validation techniques that could be used by supervisors and banks to assess model accuracy. The discussion highlights a range of alternatives for each of these areas.

Suggested Citation

  • Beverly Hirtle & Mark E. Levonian & Marc R. Saidenberg & Stefan Walter & David M. Wright, 2001. "Using credit risk models for regulatory capital: issues and options," Economic Policy Review, Federal Reserve Bank of New York, issue Mar, pages 19-36.
    • Handle: RePEc:fip:fednep:y:2001:i:mar:p:19-36:n:v.7no.1
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    References listed on IDEAS

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    1. Gordy, Michael B., 2000. "A comparative anatomy of credit risk models," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 119-149, January.
    2. Jon Frye, 2000. "Collateral damage detected," Emerging Issues, Federal Reserve Bank of Chicago, issue Sep.
    3. Lopez, Jose A. & Saidenberg, Marc R., 2000. "Evaluating credit risk models," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 151-165, January.
    4. M.J.B. Hall, 1996. "The amendment to the capital accord to incorporate market risk," BNL Quarterly Review, Banca Nazionale del Lavoro, vol. 49(197), pages 271-277.
    5. Mark S. Carey & William F. Treacy, 1998. "Credit risk rating at large U.S. banks," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), vol. 84(Nov), pages 897-921, September.
    6. Arturo Estrella, 1995. "A prolegomenon to future capital requirements," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 1-12.
    7. Darryll Hendricks & Beverly Hirtle, 1997. "Bank capital requirements for market risk: the internal models approach," Economic Policy Review, Federal Reserve Bank of New York, vol. 3(Dec), pages 1-12.
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    Cited by:

    1. Lopez, Jose A., 2004. "The empirical relationship between average asset correlation, firm probability of default, and asset size," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 265-283, April.
    2. Maximilian J.B. Hall, 2001. "The basle Committee's proposals for a new capital adequacy assessment framework: a critique," BNL Quarterly Review, Banca Nazionale del Lavoro, vol. 54(217), pages 111-179.
    3. Skander J. van den Heuvel, 2002. "Does bank capital matter for monetary transmission?," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 259-265.
    4. Erol Muzir, 2013. "Impact of Placement Choices and Governance Issues on Credit Risk in Banking: Nonparametric Evidence from an Emerging Market," Journal of Knowledge Management, Economics and Information Technology, ScientificPapers.org, vol. 3(4), pages 1-6, August.
    5. Marco Locurcio & Francesco Tajani & Pierluigi Morano & Debora Anelli & Benedetto Manganelli, 2021. "Credit Risk Management of Property Investments through Multi-Criteria Indicators," Risks, MDPI, vol. 9(6), pages 1-23, June.
    6. Allen, Linda & DeLong, Gayle & Saunders, Anthony, 2004. "Issues in the credit risk modeling of retail markets," Journal of Banking & Finance, Elsevier, vol. 28(4), pages 727-752, April.
    7. Ho Hwang, Jong, 2014. "A proposal for an open-source financial risk model," LSE Research Online Documents on Economics 59298, London School of Economics and Political Science, LSE Library.
    8. Hayette Gatfaoui, 2003. "Risque de Défaut et Risque de Liquidité : Une Etude de Deux Composantes du Spread de Crédit," Risk and Insurance 0308005, University Library of Munich, Germany.
    9. Tom Duffy & Manos Hatzakis & Wenyue Hsu & Russ Labe & Bonnie Liao & Xiangdong (Sheldon) Luo & Je Oh & Adeesh Setya & Lihua Yang, 2005. "Merrill Lynch Improves Liquidity Risk Management for Revolving Credit Lines," Interfaces, INFORMS, vol. 35(5), pages 353-369, October.

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