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Asian Currency Crises: Do Fundamentals still Matter? A Markov-Switching Approach to Causes and Timing

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  • J L Ford
  • Bagus Santoso
  • N J Horsewood

Abstract

This paper examines the extent to which the Asian currency crises can be accounted for by the macroeconomic fundamentals suggested by first and second generation models, exclusive of the ideas of the third generation models. In doing so we extend the literature on the earlier models by using GARCH and Path Independent Markov-Switching GARCH models to explain the market pressure on the exchange rate, and the probability of the timing of a crisis. In addition, we account for appreciations of the exchange rate. Our empirical estimates for Indonesia, South Korea, Malaysia and Thailand confirm that macroeconomic variables can explain the crises and the probability of occurrence at any time, dominating the conventionally used logit model.

Suggested Citation

  • J L Ford & Bagus Santoso & N J Horsewood, 2007. "Asian Currency Crises: Do Fundamentals still Matter? A Markov-Switching Approach to Causes and Timing," Discussion Papers 07-07, Department of Economics, University of Birmingham.
  • Handle: RePEc:bir:birmec:07-07
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    References listed on IDEAS

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    1. Andrew Berg & Catherine Pattillo, 1999. "Are Currency Crises Predictable? A Test," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-1.
    2. Aaron Tornell, 1999. "Common Fundamentals in the Tequila and Asian Crises," Harvard Institute of Economic Research Working Papers 1868, Harvard - Institute of Economic Research.
    3. Mark Kruger & Patrick N. Osakwe & Jennifer Page, 2000. "Fundamentals, Contagion and Currency Crises: An Empirical Analysis," Development Policy Review, Overseas Development Institute, vol. 18(3), pages 257-274, September.
    4. Roberto Chang & Andres Velasco, 1998. "Financial crises in emerging markets: a canonical model," FRB Atlanta Working Paper 98-10, Federal Reserve Bank of Atlanta.
    5. C. E. Weller, 2001. "Financial Crises After Financial Liberalisation: Exceptional Circumstances or Structural Weakness?," Journal of Development Studies, Taylor & Francis Journals, vol. 38(1), pages 98-127.
    6. 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.
    7. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    8. 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.
    9. Gomez-Puig, Marta & Montalvo, JoseG., 1997. "A new indicator to assess the credibility of the EMS," European Economic Review, Elsevier, vol. 41(8), pages 1511-1535, August.
    10. Dooley, Michael P, 2000. "A Model of Crises in Emerging Markets," Economic Journal, Royal Economic Society, vol. 110(460), pages 256-272, January.
    11. Martin Schneider & Aaron Tornell, 2004. "Balance Sheet Effects, Bailout Guarantees and Financial Crises," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(3), pages 883-913.
    12. Dale W. Henderson & Stephen W. Salant, 1976. "Market anticipations, government policy, and the price of gold," International Finance Discussion Papers 81, Board of Governors of the Federal Reserve System (U.S.).
    13. 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.
    14. Weymark, Diana N, 1997. "Measuring the degree of exchange market intervention in a small open economy," Journal of International Money and Finance, Elsevier, vol. 16(1), pages 55-79, February.
    15. Graciela Laura Kaminsky, 1997. "Leading Indicators of Currency Crises," IMF Working Papers 1997/079, International Monetary Fund.
    16. Goldfeld, Stephen M. & Quandt, Richard E., 1973. "A Markov model for switching regressions," Journal of Econometrics, Elsevier, vol. 1(1), pages 3-15, March.
    17. Disyatat, Piti, 2004. "Currency crises and the real economy: The role of banks," European Economic Review, Elsevier, vol. 48(1), pages 75-90, February.
    18. Robin L. Lumsdaine & Eswar S. Prasad, 2003. "Identifying the Common Component of International Economic Fluctuations: A New Approach," Economic Journal, Royal Economic Society, vol. 113(484), pages 101-127, January.
    19. Reuven Glick & Xueyan Guo & Michael Hutchison, 2006. "Currency Crises, Capital-Account Liberalization, and Selection Bias," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 698-714, November.
    20. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    21. Weymark, Diana N., 1995. "Estimating exchange market pressure and the degree of exchange market intervention for Canada," Journal of International Economics, Elsevier, vol. 39(3-4), pages 273-295, November.
    22. Sachs, Jeffrey & Tornell, Aaron & Velasco, Andres, 1996. "The Mexican peso crisis: Sudden death or death foretold?," Journal of International Economics, Elsevier, vol. 41(3-4), pages 265-283, November.
    23. Mr. Ranil M Salgado & Mr. Luca A Ricci & Mr. Francesco Caramazza, 2000. "Trade and Financial Contagion in Currency Crises," IMF Working Papers 2000/055, International Monetary Fund.
    24. Valerie Cerra & Sweta Chaman Saxena, 2002. "Contagion, Monsoons, and Domestic Turmoil in Indonesia’s Currency Crisis," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 36-44, February.
    25. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    26. Krugman, Paul, 1979. "A Model of Balance-of-Payments Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 11(3), pages 311-325, August.
    27. 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.
    28. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    29. 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.
    30. Engle, Robert F & Ng, Victor K, 1993. "Measuring and Testing the Impact of News on Volatility," Journal of Finance, American Finance Association, vol. 48(5), pages 1749-1778, December.
    31. 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.
    32. Cai, Jun, 1994. "A Markov Model of Switching-Regime ARCH," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 309-316, July.
    33. Bera, Anil K & Higgins, Matthew L, 1993. "ARCH Models: Properties, Estimation and Testing," Journal of Economic Surveys, Wiley Blackwell, vol. 7(4), pages 305-366, December.
    34. Frankel, Jeffrey A. & MacArthur, Alan T., 1988. "Political vs. currency premia in international real interest differentials : A study of forward rates for 24 countries," European Economic Review, Elsevier, vol. 32(5), pages 1083-1114, June.
    35. Hamilton, James D. & Susmel, Raul, 1994. "Autoregressive conditional heteroskedasticity and changes in regime," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 307-333.
    36. 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 357-384, March.
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    Cited by:

    1. Unggul Heriqbaldi & Munawar Ismail & David Kaluge & Dwi Budi Santoso, 2014. "A Regime Switching Analysis Of Indonesia'S Exchange Market Pressure," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 59(02), pages 1-17.

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    More about this item

    Keywords

    Currency crisis; macroeconomic fundamentals; Markov-switching; volatile sate; stable state; probability of a crisis; logit model;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F40 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - General

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