IDEAS home Printed from https://ideas.repec.org/a/sae/emffin/v3y2004i3p305-330.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/097265270400300305
    Download Restriction: no
    File URL: https://libkey.io/10.1177/097265270400300305?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. Dungey, M. H., 1999. "Decomposing exchange rate volatility around the Pacific Rim," Journal of Asian Economics, Elsevier, vol. 10(4), pages 525-535.
    4. Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Rating the Rating Agencies," MPRA Paper 24578, University Library of Munich, Germany.
    5. 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.
    6. 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..
    7. 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.
    8. Mr. Paul R Masson, 1998. "Contagion: Monsoonal Effects, Spillovers, and Jumps Between Multiple Equilibria," IMF Working Papers 1998/142, International Monetary Fund.
    9. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ms. Renee Fry & Mr. Vance Martin & Ms. Brenda Gonzalez-Hermosillo & Mr. Mardi Dungey, 2002. "International Contagion Effects from the Russian Crisis and the LTCM Near-Collapse," IMF Working Papers 2002/074, International Monetary Fund.
    2. Matteo Cominetta, 2016. "Financial Contagion: A New Perspective (and a New Test)," Working Papers 12, European Stability Mechanism.
    3. Gonzalez-Hermosillo Gonzalez, B.M., 2008. "Transmission of shocks across global financial markets : The role of contagion and investors' risk appetite," Other publications TiSEM d684f3c7-7ad8-4e93-88cf-a, Tilburg University, School of Economics and Management.
    4. Dungey, Mardi & Fry, Renee & Gonzalez-Hermosillo, Brenda & Martin, Vance, 2006. "Contagion in international bond markets during the Russian and the LTCM crises," Journal of Financial Stability, Elsevier, vol. 2(1), pages 1-27, April.
    5. Ahec Šonje, Amina & Babić, Ante, 2002. "Measuring and predicting currency disturbances in Croatia: the “signals” approach," MPRA Paper 83137, University Library of Munich, Germany, revised Apr 2002.
    6. Ahec Šonje, Amina & Babić, Ante & Mlinarević, Katarina, 2003. "Determinants of currency disturbances in transition economies of Central and Eastern Europe," MPRA Paper 83140, University Library of Munich, Germany, revised Mar 2003.
    7. Mustapha Djennas & Mohamed Benbouziane & Meriem Djennas, 2011. "An Approach of Combining Empirical Mode Decomposition and Neural Network Learning for Currency Crisis Forecasting," Working Papers 627, Economic Research Forum, revised 09 Jan 2011.
    8. Jeffrey A. Frankel & Shang-Jin Wei, 2004. "Managing Macroeconomic Crises," NBER Working Papers 10907, National Bureau of Economic Research, Inc.
    9. Taylor, Mark & Mody, Ashoka, 2003. "Common Vulnerabilities," CEPR Discussion Papers 3759, C.E.P.R. Discussion Papers.
    10. Lin, Chin-Shien & Khan, Haider A. & Chang, Ruei-Yuan & Wang, Ying-Chieh, 2008. "A new approach to modeling early warning systems for currency crises: Can a machine-learning fuzzy expert system predict the currency crises effectively?," Journal of International Money and Finance, Elsevier, vol. 27(7), pages 1098-1121, November.
    11. Shimpalee, Pattama L. & Breuer, Janice Boucher, 2006. "Currency crises and institutions," Journal of International Money and Finance, Elsevier, vol. 25(1), pages 125-145, February.
    12. Mironova Yuliya, 2007. "Elaboration of crisis early warning system for Kyrgyzstan," EERC Working Paper Series 03-084e, EERC Research Network, Russia and CIS.
    13. Caramazza, Francesco & Ricci, Luca & Salgado, Ranil, 2004. "International financial contagion in currency crises," Journal of International Money and Finance, Elsevier, vol. 23(1), pages 51-70, February.
    14. Leblang, David & Satyanath, Shanker, 2008. "Politically generated uncertainty and currency crises: Theory, tests, and forecasts," Journal of International Money and Finance, Elsevier, vol. 27(3), pages 480-497, April.
    15. Flores Zendejas, Juan, 2015. "Capital Markets and Sovereign Defaults: A Historical Perspective," Working Papers unige:73325, University of Geneva, Paul Bairoch Institute of Economic History.
    16. Donato Ceci & Marcello Pericoli, 2022. "Sovereign spreads and economic fundamentals: an econometric analysis," Questioni di Economia e Finanza (Occasional Papers) 713, Bank of Italy, Economic Research and International Relations Area.
    17. Kumar, Mohan & Moorthy, Uma & Perraudin, William, 2003. "Predicting emerging market currency crashes," Journal of Empirical Finance, Elsevier, vol. 10(4), pages 427-454, September.
    18. Rakesh Padhan & K. P. Prabheesh, 2019. "Effectiveness Of Early Warning Models: A Critical Review And New Agenda For Future Direction," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 22(4), pages 457-484, December.
    19. Brunetti, Celso & Scotti, Chiara & Mariano, Roberto S. & Tan, Augustine H.H., 2008. "Markov switching GARCH models of currency turmoil in Southeast Asia," Emerging Markets Review, Elsevier, vol. 9(2), pages 104-128, June.
    20. Asli Demirgüç-Kunt & Enrica Detragiache, 2005. "Cross-Country Empirical Studies of Systemic Bank Distress: A Survey," National Institute Economic Review, National Institute of Economic and Social Research, vol. 192(1), pages 68-83, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:emffin:v:3:y:2004:i:3:p:305-330. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: http://www.ifmr.ac.in .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.