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Model Risk and the Great Financial Crisis: The Rise of Modern Model Risk Management

Author

Listed:
  • Brown, Jeffrey A.

    (Oliver Wyman)

  • McGourty, Brad

    (Oliver Wyman)

  • Schuermann, Til

    (Oliver Wyman)

Abstract

We trace the development of model risk management in U.S. banking against the backdrop of the growing importance of complex financial models in banks, the recognition of model risk, the emergence of model validation as a response to model risk, and the contribution of failures in model risk management to the Great Financial Crisis. We recognize that while substantial progress has been made in the management of model risk, the challenges have grown, including the increasing reliance by the regulators on models.

Suggested Citation

  • Brown, Jeffrey A. & McGourty, Brad & Schuermann, Til, 2015. "Model Risk and the Great Financial Crisis: The Rise of Modern Model Risk Management," Working Papers 15-01, University of Pennsylvania, Wharton School, Weiss Center.
  • Handle: RePEc:ecl:upafin:15-01
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    File URL: http://fic.wharton.upenn.edu/fic/papers/15/p1501.htm
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    Cited by:

    1. Kupiec, Paul H., 2018. "On the accuracy of alternative approaches for calibrating bank stress test models," Journal of Financial Stability, Elsevier, vol. 38(C), pages 132-146.

    More about this item

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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