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


John Beirne


European Central Bank (ECB)

Guglielmo Maria Caporale


London South Bank University; Brunel University - Brunel Business School; CESifo (Center for Economic Studies and Ifo Institute for Economic Research)

Marianne Schulze-Ghattas


International Monetary Fund (IMF)

Nicola Spagnolo


Brunel University

October 2009

DIW Berlin Discussion Paper No. 942

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.

Number of Pages in PDF File: 18

Keywords: Volatility spillovers, contagion, stock markets, emerging markets

JEL Classification: F30, G15

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Date posted: November 6, 2009  

Suggested Citation

Beirne, John, Caporale, Guglielmo Maria, Schulze-Ghattas, Marianne and Spagnolo, Nicola, Global and Regional Spillovers in Emerging Stock Markets: A Multivariate Garch-in-Mean Analysis (October 2009). DIW Berlin Discussion Paper No. 942. Available at SSRN: http://ssrn.com/abstract=1499616 or http://dx.doi.org/10.2139/ssrn.1499616

Contact Information

John Beirne
European Central Bank (ECB) ( email )
Kaiserstrasse 29
Frankfurt am Main, D-60311
Germany
Guglielmo Maria Caporale (Contact Author)
London South Bank University ( email )
Centre for Monetary and Financial Economics
London
United Kingdom
Brunel University - Brunel Business School ( email )
Kingston Lane Uxbridge
Middlesex, West London
Uxbridge, UB8 3PH, London UB8 3PH
United Kingdom
+44 1895 266713 (Phone)
+44 1895 269770 (Fax)
HOME PAGE: http://www.brunel.ac.uk/about/acad/bbs/bbsstaff/ef_staff/guglielmocaporale/
CESifo (Center for Economic Studies and Ifo Institute for Economic Research)
Poschinger Str. 5
Munich, DE-81679
Germany
Marianne Schulze-Ghattas
International Monetary Fund (IMF) ( email )
700 19th Street, N.W.
Washington, DC 20431
United States
Nicola Spagnolo
Brunel University ( email )
Uxbridge
Uxbridge, Middlesex, Middlesex UB8 3PH
United Kingdom
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