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Regime switching as an alternative early warning system of currency crises - an application to South-East Asia

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  • Arias, Guillaume

    ()
    (Centre d’Economie et de Finances Internationales (CEFI), Université de la Méditerranée Aix-Marseille II)

  • Erlandsson, Ulf

    (Department of Economics, Lund University)

Abstract

In this paper we develop an early warning system of currency crises based on the Markov switching methodology. Constructed data on speculative pressure from six Asian countries indicate that currency crises are mainly captured through volatility effects. Based on an extensive survey, we test potential determinants of exiting the tranquil state and find a number of variables with significant medians across the panel. Using these candidates, we obtain final specifications using a recently proposed penalized maximum likelihood methodology. The method enables us to extract smoother transition probabilities than in the standard case, reflecting the need of policy makers to have advance warning in the medium to long term ratherthan the short term. Our forecasting results indicate that the approach is useful in the early warning of currency crises setting.

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Bibliographic Info

Paper provided by Lund University, Department of Economics in its series Working Papers with number 2004:11.

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Length: 37 pages
Date of creation: 15 Mar 2004
Date of revision:
Handle: RePEc:hhs:lunewp:2004_011

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Postal: Department of Economics, School of Economics and Management, Lund University, Box 7082, S-220 07 Lund,Sweden
Phone: +46 +46 222 0000
Fax: +46 +46 2224613
Web page: http://www.nek.lu.se/en
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Keywords: Currency crisis; Early Warning System; Markov Switching;

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  1. Dooley, Michael P, 2000. "A Model of Crises in Emerging Markets," Economic Journal, Royal Economic Society, vol. 110(460), pages 256-72, January.
  2. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
  3. Glick, R. & Moreno, R., 1999. "Money and Credit, Competitiveness, and Currency Crises in Asia and Latin America," Papers 99-01, Economisch Institut voor het Midden en Kleinbedrijf-.
  4. Jeanne, Olivier & Masson, Paul, 2000. "Currency crises, sunspots and Markov-switching regimes," Journal of International Economics, Elsevier, vol. 50(2), pages 327-350, April.
  5. Robert P. Flood & Nancy P. Marion, 1996. "Speculative Attacks: Fundamentals and Self-Fulfilling Prophecies," NBER Working Papers 5789, National Bureau of Economic Research, Inc.
  6. Bussiere, Matthieu & Mulder, Christian, 2000. "Political Instability and Economic Vulnerability," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 5(4), pages 309-30, October.
  7. Joseph Bisignano, 1999. "Precarious credit equilibria: reflections on the Asian financial crisis," BIS Working Papers 64, Bank for International Settlements.
  8. Morris, Stephen & Shin, Hyun Song, 1997. "Unique Equilibrium in a Model of Self-fulfilling Currency Attacks," CEPR Discussion Papers 1687, C.E.P.R. Discussion Papers.
  9. Benjamin E. Hermalin & Andrew K. Rose, 1999. "Risks to Lenders and Borrowers in International Capital Markets," NBER Working Papers 6886, National Bureau of Economic Research, Inc.
  10. Michael Hutchison & Ilan Noy, 2002. "How bad are twins? output costs of currency and banking crises," Pacific Basin Working Paper Series 2002-02, Federal Reserve Bank of San Francisco.
  11. Ekniti Nitithanprapas & Thomas D. Willett, . "A Currency Crises Model That Works: A Payments Disequilibrium Approach," Claremont Colleges Working Papers 2000-25, Claremont Colleges.
  12. Robert P. Flood & Jagdeep S. Bhandari & Pierre-Richard Agénor, 1991. "Speculative Attacks and Models of Balance of Payments Crises," IMF Working Papers 91/99, International Monetary Fund.
  13. Graciela Laura Kaminsky, 1997. "Leading Indicators of Currency Crises," IMF Working Papers 97/79, International Monetary Fund.
  14. Rangvid, Jesper, 2001. " Second Generation Models of Currency Crises," Journal of Economic Surveys, Wiley Blackwell, vol. 15(5), pages 613-46, December.
  15. Catherine A. Pattillo & Andrew Berg, 1998. "Are Currency Crises Predictable? a Test," IMF Working Papers 98/154, International Monetary Fund.
  16. Burkart, Oliver & Coudert, Virginie, 2002. "Leading indicators of currency crises for emerging countries," Emerging Markets Review, Elsevier, vol. 3(2), pages 107-133, June.
  17. Eliasson, Ann-Charlotte & Kreuter, Christof, 2001. "On crisis models: An alternative crisis definition," Research Notes 01-1, Deutsche Bank Research.
  18. Robert P. Flood & Peter M. Garber & Charles Kramer, 1995. "Collapsing Exchange Rate Regimes: Another Linear Example," NBER Working Papers 5318, National Bureau of Economic Research, Inc.
  19. Reinhart, Carmen & Edison, Hali, 2001. "Capital controls during financial crises: The case of Malaysia and Thailand," MPRA Paper 13903, University Library of Munich, Germany.
  20. Karmann, Alexander & Greßmann, Oliver & Hott, Christian, 2002. "Contagion of currency crises: Some theoretical and empirical analysis," Dresden Discussion Paper Series in Economics 02/02, Dresden University of Technology, Faculty of Business and Economics, Department of Economics.
  21. Flood, Robert P. & Garber, Peter M., 1984. "Collapsing exchange-rate regimes : Some linear examples," Journal of International Economics, Elsevier, vol. 17(1-2), pages 1-13, August.
  22. Christian B. Mulder & Matthieu Bussière, 1999. "External Vulnerability in Emerging Market Economies," IMF Working Papers 99/88, International Monetary Fund.
  23. Reinhart, Carmen & Edison, Hali, 2001. "Stopping hot money," MPRA Paper 13862, University Library of Munich, Germany.
  24. Kim, C-J., 1991. "Dynamic Linear Models with Markov-Switching," Papers 91-8, York (Canada) - Department of Economics.
  25. Rydén, Tobias & Teräsvirta, Timo & Åsbrink, Stefan, 1996. "Stylized Facts of Daily Return Series and the Hidden Markov Model," Working Paper Series in Economics and Finance 117, Stockholm School of Economics.
  26. Derrick Reagle & Dominick Salvatore, 2000. "Forecasting Financial Crises in Emerging Market Economies," Open Economies Review, Springer, vol. 11(3), pages 247-259, July.
  27. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-30, March.
  28. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel, 1999. "Paper tigers?: A model of the Asian crisis," European Economic Review, Elsevier, vol. 43(7), pages 1211-1236, June.
  29. Zhiwei Zhang, 2001. "Speculative Attacks in the Asian Crisis," IMF Working Papers 01/189, International Monetary Fund.
  30. P.J.G. Vlaar, 1999. "Currency Crises Models for Emerging Markets," WO Research Memoranda (discontinued) 595, Netherlands Central Bank, Research Department.
  31. Paul Masson, 1999. "Multiple equilibria, contagion, and the emerging market crises," Proceedings, Federal Reserve Bank of San Francisco, issue Sep.
  32. 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.
  33. Frederic S. Mishkin, 2000. "Lessons from the Asian Crisis," NBER Working Papers 7102, National Bureau of Economic Research, Inc.
  34. Manuel De la Rocha & Roberto Perrelli & Christian B. Mulder, 2002. "The Role of Corporate, Legal and Macroeconomic Balance Sheet Indicators in Crisis Detection and Prevention," IMF Working Papers 02/59, International Monetary Fund.
  35. Marc Klau & John Hawkins, 2000. "Measuring potential vulnerabilities in emerging market economies," BIS Working Papers 91, Bank for International Settlements.
  36. Krugman, Paul, 1979. "A Model of Balance-of-Payments Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 11(3), pages 311-25, August.
  37. Flood, Robert P. & Marion, Nancy P., 2000. "Self-fulfilling risk predictions:: an application to speculative attacks," Journal of International Economics, Elsevier, vol. 50(1), pages 245-268, February.
  38. Allen, Franklin & Gale, Douglas, 2000. "Optimal currency crises," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 53(1), pages 177-230, December.
  39. Bollen, Nicolas P. B. & Gray, Stephen F. & Whaley, Robert E., 2000. "Regime switching in foreign exchange rates: Evidence from currency option prices," Journal of Econometrics, Elsevier, vol. 94(1-2), pages 239-276.
  40. Libor Krkoska, 2001. "Assessing Macroeconomic Vulnerability in Central Europe," Post-Communist Economies, Taylor & Francis Journals, vol. 13(1), pages 41-55.
  41. Miyakoshi, Tatsuyoshi, 2000. "The causes of the Asian currency crisis: empirical observations," Japan and the World Economy, Elsevier, vol. 12(3), pages 243-253, September.
  42. Erlandsson, Ulf, 2004. "Reconnecting the Markov Switching Model with Economic Fundamentals," Working Papers 2004:4, Lund University, Department of Economics, revised 18 Mar 2004.
  43. Dani Rodrik & Andres Velasco, 1999. "Short-Term Capital Flows," NBER Working Papers 7364, National Bureau of Economic Research, Inc.
  44. Abdul Abiad, 2003. "Early Warning Systems," IMF Working Papers 03/32, International Monetary Fund.
  45. Pierre-Richard Agénor & Jagdeep S. Bhandari & Robert P. Flood, 1992. "Speculative Attacks and Models of Balance of Payments Crises," IMF Staff Papers, Palgrave Macmillan, vol. 39(2), pages 357-394, June.
  46. Dornbusch, Rudiger & Park, Yung Chul & Claessens, Stijn, 2000. "Contagion: Understanding How It Spreads," World Bank Research Observer, World Bank Group, vol. 15(2), pages 177-97, August.
  47. Luis Miotti & Dominique Plihon, 2001. "Liberalisation financiere, speculation et crises bancaires," Economie Internationale, CEPII research center, issue 85, pages 3-36.
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Cited by:
  1. Bolt, W. & Demertzis, D. & Diks, C.G.H. & Van der Leij, M.J., 2011. "Complex Methods in Economics: An Example of Behavioral Heterogeneity in House Prices," CeNDEF Working Papers 11-12, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
  2. Irène Andreou & Gilles Dufrénot & Alain Sand-Zantman & Aleksandra Zdzienicka-Durand, 2009. "A forewarning indicator system for financial crises: the case of six Central and Eastern European countries," Post-Print halshs-00372728, HAL.
  3. Bragoli, Daniela & Ganugi, Piero & Ianulardo, Giancarlo, 2009. "Gini’s Transvariation Analysis : An Application on Financial Crises in Developing Countries," Department of Economics Working Papers 15963, University of Bath, Department of Economics.
  4. Kristina Kittelmann & Marcel Tirpak & Rainer Schweickert & L�cio Vinhas De Souza, 2006. "From Transition Crises to Macroeconomic Stability? Lessons from a Crises Early Warning System for Eastern European and CIS Countries," Comparative Economic Studies, Palgrave Macmillan, vol. 48(3), pages 410-434, September.
  5. Daniela Bragoli & Piero Ganugi & Giancarlo Ianulardo, 2013. "Gini’s transvariation analysis: an application on financial crises in developing countries," Empirica, Springer, vol. 40(1), pages 153-174, February.

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