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Towards a new early warning system of financial crises

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  • Bussière, Matthieu
  • Fratzscher, Marcel

Abstract

This paper develops a new Early Warning System (EWS) model for predicting financial crises, based on a multinomial logit model. It is shown that EWS approaches based on binomial discrete-dependent-variable models can be subject to what we call a post-crisis bias. This bias arises when no distinction is made between tranquil periods, when economic fundamentals are largely sound and sustainable, and crisis/post-crisis periods, when economic variables go through an adjustment process before reaching a more sustainable level or growth path. We show that applying a multinomial logit model, which allows distinguishing between more than two states, is a valid way of solving this problem and constitutes a substantial improvement in the ability to forecast financial crises. The empirical results reveal that, for a set of 32 open emerging markets from 1993 till the present, the model would have correctly predicted a large majority of crises in emerging markets. Moreover, we derive general results about the optimal design of EWS models, which allows policy-makers to make an optimal choice based on their degree of risk-aversion against unanticipated financial crises. JEL Classification: F31, F47, F30

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Bibliographic Info

Paper provided by European Central Bank in its series Working Paper Series with number 0145.

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Date of creation: May 2002
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Handle: RePEc:ecb:ecbwps:20020145

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Keywords: crisis prediction; currency crises; Early Warning System;

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  1. Flood, Robert & Marion, Nancy, 1999. "Perspectives on the Recent Currency Crisis Literature," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 4(1), pages 1-26, January.
  2. 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.
  3. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-40, September.
  4. Jeffrey Sachs & Aaron Tornell & Andres Velasco, 1996. "The Mexican Peso Crisis: Sudden Death or Death Foretold?," Harvard Institute of Economic Research Working Papers 1760, Harvard - Institute of Economic Research.
  5. Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998. "Leading Indicators of Currency Crises," MPRA Paper 6981, University Library of Munich, Germany.
  6. Calvo, Guillermo A. & Mendoza, Enrique G., 2000. "Rational contagion and the globalization of securities markets," Journal of International Economics, Elsevier, vol. 51(1), pages 79-113, June.
  7. 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.
  8. Aaron Tornell, 1999. "Common Fundamentals in the Tequila and Asian Crises," NBER Working Papers 7139, National Bureau of Economic Research, Inc.
  9. Jeffrey Sachs & Aaron Tornell & Andres Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Harvard Institute of Economic Research Working Papers 1759, Harvard - Institute of Economic Research.
  10. Kaminsky, Graciela L. & Schmukler, Sergio L., 1999. "What triggers market jitters?: A chronicle of the Asian crisis," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 537-560, August.
  11. Glick, Reuven & Rose, Andrew K., 1999. "Contagion and trade: Why are currency crises regional?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 603-617, August.
  12. Marcel Fratzscher, 2003. "On currency crises and contagion," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 8(2), pages 109-129.
  13. Dominique Desruelle & Alessandro Zanello, 1997. "A Primeron the IMF's Information Notice System," IMF Working Papers 97/71, International Monetary Fund.
  14. Steven B. Kamin & Oliver D. Babson, 1999. "The contributions of domestic and external factors to Latin American devaluation crises: an early warning systems approach," International Finance Discussion Papers 645, Board of Governors of the Federal Reserve System (U.S.).
  15. International Monetary Fund, 1999. "Sources of Contagion," IMF Working Papers 99/146, International Monetary Fund.
  16. Andrew Berg & Eduardo Borensztein & Catherine A. Pattillo, 2004. "Assessing Early Warning Systems," IMF Working Papers 04/52, International Monetary Fund.
  17. Reinhart, Carmen & Kaminsky, Graciela, 1999. "The twin crises: The causes of banking and balance of payments problems," MPRA Paper 14081, University Library of Munich, Germany.
  18. 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.
  19. Andrew Berg & Catherine Pattillo, 1999. "Are Currency Crises Predictable? A Test," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1.
  20. Steven B. Kamin & John W. Schindler & Shawna L. Samuel, 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.).
  21. Marcel Fratzscher, 1998. "Why are currency crises contagious? A comparison of the Latin American Crisis of 1994–1995 and the Asian Crisis of 1997–1998," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 134(4), pages 664-691, December.
  22. Kamin, Steven B., 1999. "The current international financial crisis:: how much is new?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 501-514, August.
  23. Christian B. Mulder & Matthieu Bussière, 1999. "External Vulnerability in Emerging Market Economies," IMF Working Papers 99/88, International Monetary Fund.
  24. Morris Goldstein & Carmen M. Reinhart, 2000. "Assessing Financial Vulnerability: An Early Warning System for Emerging Markets," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 100.
  25. Milesi-Ferretti, Gian Maria & Razin, Assaf, 1996. "Persistent Current Account Deficits: A Warning Signal?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 1(3), pages 161-81, July.
  26. Hali J. Edison, 2000. "Do indicators of financial crises work? an evaluation of an early warning system," International Finance Discussion Papers 675, Board of Governors of the Federal Reserve System (U.S.).
  27. 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.
  28. Kaminsky, Graciela L & Reinhart, Carmen M, 1998. "Financial Crises in Asia and Latin America: Then and Now," American Economic Review, American Economic Association, vol. 88(2), pages 444-48, May.
  29. Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Assessing financial vulnerability, an early warning system for emerging markets: Introduction," MPRA Paper 13629, University Library of Munich, Germany.
  30. Steven B. Kamin, 1999. "The current international financial crisis: how much is new?," International Finance Discussion Papers 636, Board of Governors of the Federal Reserve System (U.S.).
  31. Fernald, John & Edison, Hali & Loungani, Prakash, 1999. "Was China the first domino? Assessing links between China and other Asian economies," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 515-535, August.
  32. Martin Feldstein, 1999. "Self-Protection for Emerging Market Economies," NBER Working Papers 6907, National Bureau of Economic Research, Inc.
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