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Global and Regional Spillovers in Emerging Stock Markets: A Multivariate GARCH-in-Mean Analysis

Author

Listed:
  • John Beirne
  • Guglielmo Maria Caporale
  • Marianne Schulze-Ghattas
  • Nicola Spagnolo

Abstract

This paper examines global (mature market) and regional (emerging market) spillovers in local emerging stock markets. Tri-variate VAR GARCH(1,1)-in-mean models are estimated for 41 emerging market economies (EMEs) in Asia, Europe, Latin America, and the Middle East. The models capture a range of possible transmission channels: spillovers in mean returns, volatility, and cross-market GARCH-in-mean effects. Hypotheses about the importance of different channels are tested. The results suggest that spillovers from regional and global markets are present in the vast majority of EMEs. However, the nature of cross-market linkages varies across countries and regions. While spillovers in mean returns dominate in emerging Asia and Latin America, spillovers in variance appear to play a key role in emerging Europe. There is also some evidence of cross-market GARCH-in-mean effects. The relative importance of regional and global spillovers varies too, with global spillovers dominating in Asia, and regional spillovers in Latin America and the Middle East.

Suggested Citation

  • John Beirne & Guglielmo Maria Caporale & Marianne Schulze-Ghattas & Nicola Spagnolo, 2009. "Global and Regional Spillovers in Emerging Stock Markets: A Multivariate GARCH-in-Mean Analysis," Discussion Papers of DIW Berlin 942, DIW Berlin, German Institute for Economic Research.
    • Handle: RePEc:diw:diwwpp:dp942
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    References listed on IDEAS

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    More about this item

    Keywords

    Volatility spillovers; contagion; stock markets; emerging markets;
    All these keywords.

    JEL classification:

    • F30 - International Economics - - International Finance - - - General
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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