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Dynamic Correlation Analysis of Financial Spillover to Asian and Latin American Markets in Global Financial Turmoil

Author

Listed:
  • Matthew S. Yiu

    (Research Department, Hong Kong Monetary Authority)

  • Wai-Yip Alex Ho

    (Research Department, Hong Kong Monetary Authority)

  • Lu Jin

    (Research Department, Hong Kong Monetary Authority)

Abstract

This paper investigates the spillover of financial crises by studying the dynamics of correlation between eleven Asian and six Latin American stock markets vis-¨¤-vis the US stock market. A regional factor that drives common movements of stock markets in each region is identified for the period from 1993 to early 2009. We then estimate the time-varying volatility correlation between the regional factor and the US stock market by an asymmetric dynamic conditional correlation model. We find that there is a significant rise in the estimated time-varying correlation in the period from August 2007 to March 2009, suggesting evidence of contagion from the US stock market to markets in the two regions during the global financial turmoil. The magnitude of the contagion effect to both regions in the global financial crisis is very similar, albeit their different economic, political and institutional characteristics. On the other hand, we find no evidence of having contagion from the US to the Asian region during the Asian financial crisis in 1997 and 1998 as expected, since the crisis was originated locally.

Suggested Citation

  • Matthew S. Yiu & Wai-Yip Alex Ho & Lu Jin, 2010. "Dynamic Correlation Analysis of Financial Spillover to Asian and Latin American Markets in Global Financial Turmoil," Working Papers 1001, Hong Kong Monetary Authority.
  • Handle: RePEc:hkg:wpaper:1001
    as

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    File URL: http://www.hkma.gov.hk/media/eng/publication-and-research/research/working-papers/HKMAWP10_01_full.pdf
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    References listed on IDEAS

    as
    1. Cheung, Yan-Leung & Cheung, Yin-Wong & Ng, Chris C., 2007. "East Asian equity markets, financial crises, and the Japanese currency," Journal of the Japanese and International Economies, Elsevier, vol. 21(1), pages 138-152, March.
    2. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
    3. Yin-Wong Cheung & Matthew S. Yiu & Kenneth K. Chow, 2009. "A Factor Analysis of Trade Integration: the Case of Asian and Oceanic Economies," Economie Internationale, CEPII research center, issue 119, pages 5-23.
    4. Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 4(4), pages 537-572.
    5. Chiang, Thomas C. & Jeon, Bang Nam & Li, Huimin, 2007. "Dynamic correlation analysis of financial contagion: Evidence from Asian markets," Journal of International Money and Finance, Elsevier, vol. 26(7), pages 1206-1228, November.
    6. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    7. Diamandis, Panayiotis F., 2009. "International stock market linkages: Evidence from Latin America," Global Finance Journal, Elsevier, vol. 20(1), pages 13-30.
    8. Sheng-Yung Yang, 2005. "A DCC analysis of international stock market correlations: the role of Japan on the Asian Four Tigers," Applied Financial Economics Letters, Taylor and Francis Journals, vol. 1(2), pages 89-93, March.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. Bissoondoyal-Bheenick, Emawtee & Brooks, Robert, 2015. "The credit risk–return puzzle: Impact of credit rating announcements in Australia and Japan," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 37-55.
    2. Pragidis, I.C. & Aielli, G.P. & Chionis, D. & Schizas, P., 2015. "Contagion effects during financial crisis: Evidence from the Greek sovereign bonds market," Journal of Financial Stability, Elsevier, vol. 18(C), pages 127-138.
    3. repec:eee:riibaf:v:42:y:2017:i:c:p:1137-1149 is not listed on IDEAS
    4. Lu Yang & Shigeyuki Hamori, 2013. "EU Accession, Financial Integration, and Contagion Effects: Dynamic Correlation Analysis of CEEC-3 Bond Markets," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 20(2), pages 179-189, October.
    5. Toyoshima, Yuki & Hamori, Shigeyuki, 2013. "Asymmetric dynamics in stock market correlations: Evidence from Japan and Singapore," Journal of Asian Economics, Elsevier, vol. 24(C), pages 117-123.
    6. Toyoshima, Yuki & Tamakoshi, Go & Hamori, Shigeyuki, 2012. "Asymmetric dynamics in correlations of treasury and swap markets: Evidence from the US market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(2), pages 381-394.
    7. Ahmad, Wasim & Sehgal, Sanjay & Bhanumurthy, N.R., 2013. "Eurozone crisis and BRIICKS stock markets: Contagion or market interdependence?," Economic Modelling, Elsevier, vol. 33(C), pages 209-225.
    8. repec:spr:empeco:v:52:y:2017:i:4:d:10.1007_s00181-016-1113-5 is not listed on IDEAS
    9. Claudiu Tiberiu Albulescu & Daniel Goyeau & Aviral Kumar Tiwari, 2017. "Co-movements and contagion between international stock index futures markets," Empirical Economics, Springer, vol. 52(4), pages 1529-1568, June.
    10. Pappas, Vasileios & Ingham, Hilary & Izzeldin, Marwan & Steele, Gerry, 2016. "Will the crisis “tear us apart”? Evidence from the EU," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 346-360.

    More about this item

    Keywords

    Principal Component; Financial Contagion; Financial Crisis; Dynamic Conditional Correlation; Asia Pacific Economies; Latin American Economies;

    JEL classification:

    • F30 - International Economics - - International Finance - - - General
    • G01 - Financial Economics - - General - - - Financial Crises
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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