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Indicators of financial crises do work! An early-warning system for six Asian countries

Author

Listed:
  • Lestano

    (Department of Economics University of Groningen)

  • Jan Jacobs

    (Department of Economics University of Groningen)

  • Gerard H. Kuper

    (Department of Economics University of Groningen)

Abstract

Indicators of financial crisis generally do not have a good track record. This paper presents an early warning system for six countries in Asia, in which indicators do work.We distinguish three types of financial crises, currency crises, banking crises and debt crises, and extract four groups of indicators from the literature—external, financial, domestic (real and public), and global indicators—that are likely to affect the probability of financial crises. The significance of the indicator groups is tested in a multivariate logit model on a panel of six Asian countries for the period 1970:01-2001:12. An additional feature is that we examine four different currency crisis dating definitions. A within-sample signal extraction experiment reveals that some currency crises dating schemes outperform others.

Suggested Citation

  • Lestano & Jan Jacobs & Gerard H. Kuper, 2004. "Indicators of financial crises do work! An early-warning system for six Asian countries," International Finance 0409004, University Library of Munich, Germany.
    • Handle: RePEc:wpa:wuwpif:0409004
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    References listed on IDEAS

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    1. Eichengreen, Barry & Rose, Andrew K & Wyplosz, Charles, 1996. "Contagious Currency Crises," CEPR Discussion Papers 1453, C.E.P.R. Discussion Papers.
    2. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    3. Ms. Brenda Gonzalez-Hermosillo, 1996. "Banking Sector Fragility and Systemic Sources of Fragility," IMF Working Papers 1996/012, International Monetary Fund.
    4. Eichengreen, Barry & Arteta, Carlos, 2000. "Banking Crises in Emerging Markets: Presumptions and Evidence," Center for International and Development Economics Research, Working Paper Series qt3pk9t1h2, Center for International and Development Economics Research, Institute for Business and Economic Research, UC Berkeley.
    5. Marchesi, Silvia, 2003. "Adoption of an IMF programme and debt rescheduling. An empirical analysis," Journal of Development Economics, Elsevier, vol. 70(2), pages 403-423, April.
    6. 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.
    7. Hajivassiliou, V A, 1994. "A Simulation Estimation Analysis of the External Debt Crises of Developing Countries," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(2), pages 109-131, April-Jun.
    8. 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.
    9. Vassilis A. Hajivassiliou, 1989. "Do the Secondary Markets Believe in Life After Debt?," Cowles Foundation Discussion Papers 911, Cowles Foundation for Research in Economics, Yale University.
    10. Mr. Zhiwei Zhang, 2001. "Speculative Attacks in the Asian Crisis," IMF Working Papers 2001/189, International Monetary Fund.
    11. Aghion, Philippe & Bacchetta, Philippe & Banerjee, Abhijit, 2001. "Currency crises and monetary policy in an economy with credit constraints," European Economic Review, Elsevier, vol. 45(7), pages 1121-1150.
    12. Girton, Lance & Roper, Don, 1977. "A Monetary Model of Exchange Market Pressure Applied to the Postwar Canadian Experience," American Economic Review, American Economic Association, vol. 67(4), pages 537-548, September.
    13. Kenneth Rogoff, 1999. "International Institutions for Reducing Global Financial Instability," Journal of Economic Perspectives, American Economic Association, vol. 13(4), pages 21-42, Fall.
    14. World Bank, 2002. "World Development Indicators 2002," World Bank Publications - Books, The World Bank Group, number 13921.
    15. 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.
    16. Hali J. Edison, 2003. "Do indicators of financial crises work? An evaluation of an early warning system," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 11-53.
    17. Eichengreen, Barry & Portes, Richard, 1986. "The Anatomy of Financial Crises," CEPR Discussion Papers 130, C.E.P.R. Discussion Papers.
    18. Mardi Dungey & Renee Fry & Brenda Gonzalez-Hermosillo & Vance Martin, 2005. "Empirical modelling of contagion: a review of methodologies," Quantitative Finance, Taylor & Francis Journals, vol. 5(1), pages 9-24.
    19. Bustelo, Pablo, 2000. "Novelties of financial crises in the 1990s and the search for new indicators," Emerging Markets Review, Elsevier, vol. 1(3), pages 229-251, November.
    20. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency crashes in emerging markets: An empirical treatment," Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November.
    21. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    22. Portes,, 1987. "Threats to International Financial Stability," Cambridge Books, Cambridge University Press, number 9780521347891, October.
    23. Bussiere, Matthieu & Fratzscher, Marcel, 2006. "Towards a new early warning system of financial crises," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 953-973, October.
    24. Berg, Andrew & Sachs, Jeffrey, 1988. "The debt crisis structural explanations of country performance," Journal of Development Economics, Elsevier, vol. 29(3), pages 271-306, November.
    25. Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August.
    26. Demirguc, Asli & Detragiache, Enrica, 2000. "Monitoring Banking Sector Fragility: A Multivariate Logit Approach," The World Bank Economic Review, World Bank, vol. 14(2), pages 287-307, May.
    27. Caprio, Gerard Jr. & Klingebiel, Daniela, 1996. "Bank insolvencies : cross-country experience," Policy Research Working Paper Series 1620, The World Bank.
    28. Van Rijckeghem, Caroline & Weder, Beatrice, 2001. "Sources of contagion: is it finance or trade?," Journal of International Economics, Elsevier, vol. 54(2), pages 293-308, August.
    29. Lee, Suk Hun, 1991. "Ability and willingness to service debt as explanation for commercial and official rescheduling cases," Journal of Banking & Finance, Elsevier, vol. 15(1), pages 5-27, February.
    30. Steven B. Kamin & Shawna L. Samuel & John W. Schindler, 2001. "The contribution of domestic and external factors to emerging market devaluation crises: an early warning systems approach," International Finance Discussion Papers 711, Board of Governors of the Federal Reserve System (U.S.).
    31. Burkart, Oliver & Coudert, Virginie, 2002. "Leading indicators of currency crises for emerging countries," Emerging Markets Review, Elsevier, vol. 3(2), pages 107-133, June.
    32. 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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    More about this item

    Keywords

    financial crises; currency crises; banking crises; debt crises; early warning system; panel data; multivariate logit; factor analysis;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications

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