Volatility Dynamics of Indonesian Stock Market and Time-Varying CAPM
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초록
Reaching stellar performances over Southeast Asia region in 2009 and Asia-Pacific region in 2010, Indonesian Stock Exchange becomes more interesting to study. This study tries to test the volatility dynamics and conditional CAPM using multivariate GARCH-M model with time varying correlations on Indonesian capital market over the period 1995~2010. Most of the estimated parameters of volatility dynamics are highly significant for size-sorted portfolios and the correlation between index and asset portfolio return may vary over time for both industrial and size-ranked portfolios. But the parameter for the price of risk, (λ), has not been statistically significant for both industrial and size-ranked portfolios in Indonesia.
Abstract
Reaching stellar performances over Southeast Asia region in 2009 and Asia-Pacific region in 2010, Indonesian Stock Exchange becomes more interesting to study. This study tries to test the volatility dynamics and conditional CAPM using multivariate GARCH-M model with time varying correlations on Indonesian capital market over the period 1995~2010. Most of the estimated parameters of volatility dynamics are highly significant for size-sorted portfolios and the correlation between index and asset portfolio return may vary over time for both industrial and size-ranked portfolios. But the parameter for the price of risk, (λ), has not been statistically significant for both industrial and size-ranked portfolios in Indonesia.
참고문헌 (23)
- Bodurtha, J, "Testing the CAPM with time varying risks and returns", Journal of Finance, 46, pp.1485~1505 (1991)
- Bollerslev, T, "Generalised Autoregressive Conditional Heteroskedasticity", Journal of Econometrics, 31, pp.207~327 (1986)
- Bollerslev, R. F. Engle, "A Capital Asset Pricing Model with time varying covariances", Journal of Political Economy, 96, pp.116~131 (1998)
- Bollerslev, T, "Modeling the coherence in short-run nominal exchange rates:a multivariate generalized ARCH approach", Review of Economics and Statistics, 72, pp.1155~1180 (1990)
- Bracker, K, "Economic determinants of the correlation structure across international equity markets", Journal of Economics and Business, 51, pp.443~447 (1999)
- Chang, K. H, "Conditional CAPM and time–varying correlation:An application of multivariate GARCH-M model", Korean Securities Association, 23, pp.61~87 (1998)
- Chang, K. H, "Jumps and time varying correlation in daily foreign exchange rates", Journal of International Money and Finance, 20, pp.611~637 (2001)
- Chib, Nardari, "Analysis of high-dimensional multivariate stochastic volatility models", Journal of Econometrics, 134, pp.341~371 (2006)
- Franses, P. H, "Nonlinear time series models in empirical finance" (2000), Cambridge
- French, Kenneth, "Expected stock returns and volatility", Journal of Financial Economics, 19, pp.3~30 (1987)
- Gourieroux, Jasiak, "The Wishart autoregressive process of multivariate stochastic volatility", Journal of Econometrics, 150, pp.167~181 (2009)
- Hadiwerdoyo, C. H, "Indonesian Capital Market’s stellar performance in 2009", The Jakarta Post, ~ (2010)
- Hansson, B, "Testing the conditional CAPM using multivariate GARCH-M", Applied Financial Economics, 8, pp.377~388 (1998)
- Harvey, C. R, "Time-varying in conditional covariances in tests of Asset Pricing Mod", Journal of Financial Economics, 24, pp.289~317 (1989)
- Karolyi, G. A, "Why do markets move together? An investigation of US-Japan stock returns comovements", Journal of Finance, 3, pp.951~986 (1996)
- Kroner, K. F, "Modeling asymmetric comovements of asset returns", Review of Financial Studies, 11, pp.817~844 (1998)
- Longin, F, "Is the correlation in international equity returns constant: 1960-1990", Journal of International Money and Finance, 14, pp.3~26 (1995)
- Markowitz, H, "Portfolio Selection", Journal of Finance, 7, pp.77~91 (1952)
- Ng, L, "Tests of the CAPM with Time-Varying Covariances:A Multivariate GARCH Approach", Journal of Finance, 46, pp.1507~1521 (1991)
- Ramchand, L, "Volatility and cross correlation across major stock markets", Journal of Empirical Finance, 5, pp.397~416 (1998)
- Santis, G. D, "International Asset Pricing and Portfolio Diversification with Time-Varying Risk", Journal of Finance, 52, pp.1881~1912 (1997)
- Schwert, G. W, "Heteroskedasticity in stock returns", Journal of Finance, 45, pp.1129~1155 (1990)
- Solnik, Boucrelle, "International market correlation and volatility", Financial Analyst Journal, 52, pp.17~34 (1996)
