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Monitoring Banking Sector Fragility: A Multivariate Logit Approach

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  • Ms. Enrica Detragiache
  • Asli Demirgüç-Kunt

Abstract

This paper explores how a multivariate logit empirical model of banking crisis probabilities can be used to monitor banking sector fragility. The proposed approach relies on readily available data, and the fragility assessment has a clear interpretation based on in-sample statistics. The model has better in-sample performance than currently available alternatives, and the monitoring system can be tailored to fit the preferences of the decision maker regarding type I and type II errors. The framework can be useful as a preliminary screen to economize on precautionary costs.

Suggested Citation

  • Ms. Enrica Detragiache & Asli Demirgüç-Kunt, 1999. "Monitoring Banking Sector Fragility: A Multivariate Logit Approach," IMF Working Papers 1999/147, International Monetary Fund.
    • Handle: RePEc:imf:imfwpa:1999/147
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    References listed on IDEAS

    as
    1. Gavin, Michael & Hausmann, Ricardo, 1996. "The Roots of Banking Crises: The Macroeconomic Context," IDB Publications (Working Papers) 6067, Inter-American Development Bank.
    2. repec:idb:wpaper:318 is not listed on IDEAS
    3. Frederic S. Mishkin, 1996. "Understanding Financial Crises: A Developing Country Perspective," NBER Working Papers 5600, National Bureau of Economic Research, Inc.
    4. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    5. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    6. Jeffrey D. Sachs & Aaron Tornell & Andrés Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1), pages 147-216.
    7. Barry Eichengreen & Andrew K. Rose, 1998. "Staying Afloat When the Wind Shifts: External Factors and Emerging-Market Banking Crises," NBER Working Papers 6370, National Bureau of Economic Research, Inc.
    8. Morris Goldstein & John Hawkins, 1998. "The Origin of the Asian Financial Turmoil," RBA Research Discussion Papers rdp9805, Reserve Bank of Australia.
    9. P. Honohan, 2000. "Banking System Failures in Developing and Transition Countries: Diagnosis and Prediction," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 29(1), pages 83-109, February.
    10. Calvo, Guillermo A, 1996. "Capital Flows and Macroeconomic Management: Tequila Lessons," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 1(3), pages 207-223, July.
    11. Graciela L. Kaminsky, 1998. "Currency and banking crises: the early warnings of distress," International Finance Discussion Papers 629, Board of Governors of the Federal Reserve System (U.S.).
    12. International Monetary Fund, 1998. "Leading Indicators of Banking Crises: Was Asia Different?," IMF Working Papers 1998/091, International Monetary Fund.
    13. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
    Full references (including those not matched with items on IDEAS)

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