A multivariate GARCH analysis of equity returns and volatility in Asian equity markets
AbstractThis paper examines the transmission of equity returns and volatility among Asian equity markets and investigates the differences that exist in this regard between the developed and emerging markets. Three developed markets (Hong Kong, Japan and Singapore) and six emerging markets (Indonesia, Korea, Malaysia, the Philippines, Taiwan and Thailand) are included in the analysis. A multivariate generalised autoregressive conditional heteroskedasticity (MGARCH) model is used to identify the source and magnitude of spillovers. The results generally indicate the presence of large and predominantly positive mean and volatility spillovers. Nevertheless, mean spillovers from the developed to the emerging markets are not homogenous across the emerging markets, and own-volatility spillovers are generally higher than cross-volatility spillovers for all markets, but especially for the emerging markets.
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Bibliographic InfoPaper provided by School of Economics and Finance, Queensland University of Technology in its series School of Economics and Finance Discussion Papers and Working Papers Series with number 089.
Date of creation: 20 Mar 2001
Date of revision:
Emerging equity markets; mean and volatility spillovers; multivariate GARCH;
Find related papers by JEL classification:
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
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- Huang, Bwo-Nung & Yang, Chin-Wei, 2000. "The Impact of Financial Liberalization on Stock Price Volatility in Emerging Markets," Journal of Comparative Economics, Elsevier, vol. 28(2), pages 321-339, June.
- Christofi, A. & Pericli, A., 1999. "Correlation in price changes and volatility of major Latin American stock markets," Journal of Multinational Financial Management, Elsevier, vol. 9(1), pages 79-93, January.
- Tse, Y. K., 2000.
"A test for constant correlations in a multivariate GARCH model,"
Journal of Econometrics,
Elsevier, vol. 98(1), pages 107-127, September.
- Tom Doan, . "TSECCTEST: RATS procedure to perform Tse test for constant correlation in MV-GARCH model," Statistical Software Components RTS00214, Boston College Department of Economics.
- Tom Doan, . "RATS programs to replicate Tse's constant correlation GARCH test results," Statistical Software Components RTZ00161, Boston College Department of Economics.
- Ky-Hyang Yuhn, 1997. "Financial Integration and Market Efficiency: Some International Evidence from Cointegration Tests," International Economic Journal, Taylor & Francis Journals, vol. 11(2), pages 103-116.
- Choudhry, Taufiq, 1997. "Stochastic Trends in Stock Prices: Evidence from Latin American Markets," Journal of Macroeconomics, Elsevier, vol. 19(2), pages 285-304, April.
- Eduardo Roca, 1999. "Short-term and long-term price linkages between the equity markets of Australia and its major trading partners," Applied Financial Economics, Taylor & Francis Journals, vol. 9(5), pages 501-511.
- Geert Bekaert & Campbell R. Harvey, 1997.
"Foreign Speculators and Emerging Equity Markets,"
NBER Working Papers
6312, National Bureau of Economic Research, Inc.
- repec:cup:etheor:v:11:y:1995:i:1:p:122-50 is not listed on IDEAS
- Nicholas Tay & Zhen Zhu, 2000. "Correlations in Returns and Volatilities in Pacific-Rim Stock Markets," Open Economies Review, Springer, vol. 11(1), pages 27-47, January.
- Yin-Wong Cheung & Kon Lai, 1999. "Macroeconomic determinants of long-term stock market comovements among major EMS countries," Applied Financial Economics, Taylor & Francis Journals, vol. 9(1), pages 73-85.
- Pagan, Adrian, 1996. "The econometrics of financial markets," Journal of Empirical Finance, Elsevier, vol. 3(1), pages 15-102, May.
- Elyasiani, Elyas & Perera, Priyal & Puri, Tribhuvan N., 1998. "Interdependence and dynamic linkages between stock markets of Sri Lanka and its trading partners," Journal of Multinational Financial Management, Elsevier, vol. 8(1), pages 89-101, January.
- Kearney, Colm & Patton, Andrew J, 2000. "Multivariate GARCH Modeling of Exchange Rate Volatility Transmission in the European Monetary System," The Financial Review, Eastern Finance Association, vol. 35(1), pages 29-48, February.
- Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
- Dunne, Peter G., 1999. "Size and book-to-market factors in a multivariate GARCH-in-mean asset pricing application," International Review of Financial Analysis, Elsevier, vol. 8(1), pages 35-52.
- Bekaert, Geert & Harvey, Campbell R., 1997.
"Emerging equity market volatility,"
Journal of Financial Economics,
Elsevier, vol. 43(1), pages 29-77, January.
- Campbell R. Harvey, 1994.
"Predictable Risk and Returns in Emerging Markets,"
NBER Working Papers
4621, National Bureau of Economic Research, Inc.
- Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
- Karolyi, G Andrew, 1995. "A Multivariate GARCH Model of International Transmissions of Stock Returns and Volatility: The Case of the United States and Canada," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 11-25, January.
- Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(01), pages 122-150, February.
- Aggarwal, Reena & Inclan, Carla & Leal, Ricardo, 1999. "Volatility in Emerging Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(01), pages 33-55, March.
- Darbar, Salim M & Deb, Partha, 1997. "Co-movements in International Equity Markets," Journal of Financial Research, Southern Finance Association & Southwestern Finance Association, vol. 20(3), pages 305-22, Fall.
- Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
- Sinha, Pankaj & Sinha, Gyanesh, 2010.
"Volatility Spillover in India, USA and Japan Investigation of Recession Effects,"
47190, University Library of Munich, Germany, revised 17 May 2013.
- Sinha, Pankaj & Sinha, Gyanesh, 2010. "Volatility Spillover in India, USA and Japan Investigation of Recession Effects," MPRA Paper 21873, University Library of Munich, Germany.
- Ozun, Alper & Turk, Mehmet, 2010. "Leading Economic Determinants of Foreign Trade Volume in Turkish Agriculture Sector," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 11(1), January.
- Kathleen Goffey & Andrew Worthington, 2002. "Motor Vehicle Usage Patterns in Australia: A Comparative Analysis of Driver, Vehicle & Purpose Characteristics for Household & Freight Travel," School of Economics and Finance Discussion Papers and Working Papers Series 117, School of Economics and Finance, Queensland University of Technology.
- Xiaojing Zhang & Tao Sun, 2009. "Spillovers of the U.S. Subprime Financial Turmoil to Mainland China and Hong Kong SAR," IMF Working Papers 09/166, International Monetary Fund.
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