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A Multifactor Model of Exchange Rates with Unanticipated Shocks: Measuring Contagion in the East Asian Currency Crisis

Author

Listed:
  • Mardi Dungey

    (Centre for Applied Macroeconomic Analysis, Australian National University, Canberra, mardi.dungey@anu.edu.au)

  • Vance L. Martin

    (University of Melbourne)

Abstract

A multifactor model of exchange rates is proposed which allows for both time-dependent common and idiosyncratic factors, as well as unanticipated shocks across currency markets. This latter feature of the model is exploited in the empirical application to measure the contribution of contagion to the volatilities of exchange rates during the East Asian currency crisis. The empirical results show evidence of significant contagion. The contribution of contagion is estimated at 9 per cent of total volatility for the Thai baht and 46 per cent for the South Korean won. Indonesia is found to be the most affected in terms of basis points.

Suggested Citation

  • Mardi Dungey & Vance L. Martin, 2004. "A Multifactor Model of Exchange Rates with Unanticipated Shocks: Measuring Contagion in the East Asian Currency Crisis," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 3(3), pages 305-330, December.
  • Handle: RePEc:sae:emffin:v:3:y:2004:i:3:p:305-330
    DOI: 10.1177/097265270400300305
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    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Morris Goldstein & Graciela Kaminsky & Carmen Reinhart, 2017. "Methodology and Empirical Results," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 11, pages 397-436, World Scientific Publishing Co. Pte. Ltd..
    4. Mardi Dungey & Vance L Martin & Adrian R Pagan, 2000. "A multivariate latent factor decomposition of international bond yield spreads," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 697-715.
    5. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    6. Dungey, M. H., 1999. "Decomposing exchange rate volatility around the Pacific Rim," Journal of Asian Economics, Elsevier, vol. 10(4), pages 525-535.
    7. Mr. Paul R Masson, 1998. "Contagion: Monsoonal Effects, Spillovers, and Jumps Between Multiple Equilibria," IMF Working Papers 1998/142, International Monetary Fund.
    8. Favero, Carlo A. & Giavazzi, Francesco, 2002. "Is the international propagation of financial shocks non-linear?: Evidence from the ERM," Journal of International Economics, Elsevier, vol. 57(1), pages 231-246, June.
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