Test on Asian Stock Market Linkages with Global Market: Based on the Time Varying Parameters Regression
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This paper investigates the linkages of Asian stock market with global market using time varying parameters regression model. Monthly index return data of seven Asian countries (Japan, Singapore, Korea, Taiwan, China, India, and Vietnam) are tested during the period from 1997 to 2007. All of the index data are dollar denominated country index data provided by MSCI, except Vietnam index. Global market returns are measured as MSCI World Index return, MSCI Pacific index return, and MSCI US Index return. The major findings of this paper are as follows. First, the correlations between Asian index returns and global index returns vary significantly according to the sub-periods under consideration. The correlations are also affected by the status of classification as a developed country or an emerging market in the global index computation. Second, the estimator of hyper parameters of time varying parameters regression model shows that the ranges of variability of sensitivities of Asian index returns to the global index returns are different according to countries and global indices. Some of sensitivities are very stable, while others are very unstable. Third, the sensitivities of the developed country in Asia (i.e. Japan and Singapore) to the global index returns are relatively high (above 1.0) and stable, which implies high linkage of the developed country with the global market. But the sensitivities of the emerging market in Asia (i.e. Korea, Taiwan, China, and India) to the global index fluctuate within a wide range.
Abstract
This paper investigates the linkages of Asian stock market with global market using time varying parameters regression model. Monthly index return data of seven Asian countries (Japan, Singapore, Korea, Taiwan, China, India, and Vietnam) are tested during the period from 1997 to 2007. All of the index data are dollar denominated country index data provided by MSCI, except Vietnam index. Global market returns are measured as MSCI World Index return, MSCI Pacific index return, and MSCI US Index return. The major findings of this paper are as follows. First, the correlations between Asian index returns and global index returns vary significantly according to the sub-periods under consideration. The correlations are also affected by the status of classification as a developed country or an emerging market in the global index computation. Second, the estimator of hyper parameters of time varying parameters regression model shows that the ranges of variability of sensitivities of Asian index returns to the global index returns are different according to countries and global indices. Some of sensitivities are very stable, while others are very unstable. Third, the sensitivities of the developed country in Asia (i.e. Japan and Singapore) to the global index returns are relatively high (above 1.0) and stable, which implies high linkage of the developed country with the global market. But the sensitivities of the emerging market in Asia (i.e. Korea, Taiwan, China, and India) to the global index fluctuate within a wide range.
참고문헌 (28)
- Agmon, T., "The Relations among Equity Markets: A Study of Share Price Co-movements in the United States, United Kingdom, Germany, and Japan", Journal of Finance, 27, pp.839~855 (1972)
- Bae, K. H., "Good News, Bad News and International Spill-over of Stock Return Volatility between Japan and the U.S", Pacific Basin Finance Journal, 2, pp.405~438 (1994)
- Chi, J., "Financial Integration in the East Asian Equity Markets", Pacific Economic Journal, 11, pp.513~526 (2006)
- Eun, C. S., "International Transmission of Stock Market Movements", Journal of Financial and Quantitative Analysis, 24, pp.241~256 (1989)
- Gagnon, L., "Price and Volatility Transmission across Borders", in Financial Markets Institutions and Investment, 15(3), pp.107~158 (2006), New York University Salomon Center
- Haldane, A. G., "Sterling’s Relationship with the Dollar and Deutchmark: 1976-89", Economic Journal, 101, pp.446~463 (1991)
- Hameo, Y., "The Effect of the 1987 Stock Crash on International Market Integration," in W. T. Ziemba, W. Bailey, and Y. Hameo, eds., Japanese Financial Market Research", 484~502 (1991)
- Hamilton, J. D., "State-Space Models," in R. F. Eagle and D. L. McFadden, Handbook of Econometrics 4, Elsevier", 3039~3080 (1994)
- Hargis, K., "Forms of Foreign Investment Liberalization and Risk in Emerging Stock Markets", Journal of Financial Research, 25(1), pp.19~38 (2002)
- Henry, P. B., "Stock Market Liberalization, Economic Reform, and Emerging Market Equity Prices", Journal of Finance, 50, pp.529~564 (2000)
- Johnson, R., "Asian Economic Integration and Stock Market Comovement", Journal of Financial Research, 25(1), pp.141~157 (2002)
- Kayolyi, G. A., "A Multivariate GARCH Model of International Transmission of Stock Returns and Volatilities: The Case of the United States and Canada", Journal of Business and Economic Statistics, 13, pp.11~25 (1995)
- King, M. A., "Volatility and Links between National Stock Markets", Econometrica, 62, pp.901~934 (1994)
- King, R., "Transmission of Volatility and Links between Stock Markets", Review of Financial Studies, 3, pp.5~33 (1990)
- Koch, P., "Evolution in Dynamic Linkages across Daily National Indexes", Journal of International Money and Finance, 10, pp.231~251 (1991)
- Koutsmos, G, "Asymmetric Volatility Transmission in International Markets", Journal of International Money and Finance, 14, pp.747~762 (1995)
- Levy, H., "International Diversification of Investment Portfolios", American Economic Review, 60, pp.668~675 (1970)
- Lin, W. L., "Do Bulls and Bears Move across Borders? Transmission of International Stock Return and Volatility", Review of Financial Studies, 7, pp.507~538 (1994)
- Longin, F., "Is the Correlation in International Equity Returns Constant: 1960-1990", Journal of International Money and Finance, 14, pp.3~26 (1995)
- Narayan, P., "Interdependence and Dynamic Linkages between the Emerging Stock Markets of South Asia", Accounting and Finance, 44, pp.419~439 (2004)
- Nash, J. C., "Nonlinear Parameter Estimation: An Integrated System in Basic" (1987), Marcel Dekker
- Ng, T. H., "Stock Market Linkages in South-East Asia", Asian Economic Journal, 16(4), pp.353~377 (2002)
- Quandt, R. E., "Computing Problems and Methods," in Z. Griliches and M. D. Intriligator, Handbook of Econometrics 1, North-Holland", 670~764 (1983)
- Ramchand, L., "Variances of International Stock Returns: The International Capital Asset Pricing Model Revisited", International Financial Markets Institutions and Money, 8, pp.39~57 (1998)
- Ramchand, L., "Volatility and Cross Correlation across Major Stock Markets", Journal of Empirical Finance, 5, pp.397~416 (1998)
- Ripley, D. M., "Systematic Elements in the Linkage of International Stock Indices", Review of Economic and Statistics, 55, pp.356~361 (1973)
- Serletis, A., "Common Stochastic Trends and Convergence of European Union Stock Markets", Manchester School of Economic Social Studies, 65, pp.44~57 (1997)
- Siklos P., "Integration among Asia-Pacific and International Stock Markets: Common Stochastic Trends and Regime Shifts", Pacific Economic Review, 6, pp.89~110 (2001)