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Into the Great Unknown: Stress Testing with Weak Data

Author

Listed:
  • Ms. Li L Ong
  • Mr. Rodolfo Maino
  • Ms. Nombulelo Braiton

Abstract

Stress testing has become the risk management tool du jour in the wake of the global financial crisis. In countries where the information reported by financial institutions is considered to be of sufficiently good quality, and supervisory and regulatory standards are high, stress tests can be of significant value. In contrast, the proliferation of stress testing in underdeveloped financial systems with weak oversight regimes is fraught with uncertainties, as it is unclear what the results actually represent and how they could be usefully applied. In this paper, problems associated with stress tests using weak data are examined. We offer a potentially more useful alternative, the "breaking point" method, which also requires close coordination with on-site supervision and complemented by other supervisory tools and qualitative information. Excel spreadsheet templates of the stress tests presented in this paper are provided.

Suggested Citation

  • Ms. Li L Ong & Mr. Rodolfo Maino & Ms. Nombulelo Braiton, 2010. "Into the Great Unknown: Stress Testing with Weak Data," IMF Working Papers 2010/282, International Monetary Fund.
  • Handle: RePEc:imf:imfwpa:2010/282
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    Citations

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    Cited by:

    1. Borio, Claudio & Drehmann, Mathias & Tsatsaronis, Kostas, 2014. "Stress-testing macro stress testing: Does it live up to expectations?," Journal of Financial Stability, Elsevier, vol. 12(C), pages 3-15.
    2. International Monetary Fund, 2016. "Argentina: Financial Sector Assessment Program-Financial Sector Stability-Technical Note," IMF Staff Country Reports 2016/065, International Monetary Fund.
    3. Nan Chen & Paul Glasserman & Behzad Nouri & Markus Pelger, 2013. "CoCos, Bail-In, and Tail Risk," Working Papers 13-04, Office of Financial Research, US Department of the Treasury.
    4. Tirupam Goel & Isha Agarwal, 2021. "Limits of stress-test based bank regulation," BIS Working Papers 953, Bank for International Settlements.
    5. Mr. Rodolfo Maino & Mr. Kalin I Tintchev, 2012. "From Stress to Costress: Stress Testing Interconnected Banking Systems," IMF Working Papers 2012/053, International Monetary Fund.
    6. Alexander M. Karminsky & Oleg S. Kozlov, 2015. "Stress Testing of Retail and Corporate Segments of Russian Credit Market," International Journal of Management Science and Business Administration, Inovatus Services Ltd., vol. 1(10), pages 7-19, September.
    7. Andreas Jobst & Ms. Li L Ong & Mr. Christian Schmieder, 2013. "A Framework for Macroprudential Bank Solvency Stress Testing: Application to S-25 and Other G-20 Country FSAPs," IMF Working Papers 2013/068, International Monetary Fund.
    8. Agarwal, Isha & Goel, Tirupam, 2024. "Bank regulation and supervision: A symbiotic relationship," Journal of Banking & Finance, Elsevier, vol. 163(C).

    More about this item

    Keywords

    WP; performing loan; loan; loss loan;
    All these keywords.

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