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11 - Case Studies in Wholesale Risk Model Validation

Published online by Cambridge University Press:  02 March 2023

David Lynch
Affiliation:
Federal Reserve Board of Governors
Iftekhar Hasan
Affiliation:
Fordham University Graduate Schools of Business
Akhtar Siddique
Affiliation:
Office of the Comptroller of the Currency
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Summary

This chapter presents several case studies in the validation of wholesale credit risk models. The steps for each case study include the following: (1) use of the model; (2) internal and external data; (3) model assumptions and methodologies; (4) model performance; (5) outcomes analysis; and (6) the quality and comprehensiveness of development documentation.

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Chapter
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Publisher: Cambridge University Press
Print publication year: 2023

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References

BCBS. (2005). Studies on the Validation of Internal Rating Systems, Working Paper No. 14.Google Scholar
BCBS, (2005). Update on Work of the Accord Implementation Group Related to validation Under the Basel II Framework, Basel Committee Newsletter, No. 4.Google Scholar
BCBS, (2005). Validation of low-default portfolios in the Basel II Framework, No. 6 (September 2005).Google Scholar
BCBS, (2006). International Convergence of Capital Measurement and Capital Standards (June 2006).Google Scholar
BCBS, (2016). SIGBB Internal Discussion Memorandum.Google Scholar
Board of Governors of the Federal Reserve System, 2011. SR 11-7: Guidance on Model Risk Management.Google Scholar
Board of Governors of the Federal Reserve System, 2013. Capital Planning at large Bank Holding Companies: Supervisory Expectations and Range of Current Practice.Google Scholar
U.S. Final Rule. Federal Register/ Vol 78, No 198, Oct 2013.Google Scholar
Glowacki, Jonathan B. Effective Model Validation, Millman Insights. December 24, 2012.Google Scholar
Shaikh, P., Jacobs, M and Sharma, N. (2016). Industry Practices in Model Validation, Accenture, June 2016.Google Scholar

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