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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
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    8. 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.).
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    12. 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.
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