Testing the conditional correlations and volatility spillovers between US and ASEAN Islamic stock markets: A Multivariate GARCH Analysis

Authors

  • Muhammad Rizky Prima Sakti Kulliyah of Economic and Management Sciences (KENMS), International Islamic University Malaysia (IIUM).

DOI:

https://doi.org/10.14421/grieb.2014.021-03

Keywords:

Islamic Stock Markets, Conditional Correlations, Volatility Spillovers, Multivariate GARCH, BEKK, ASEAN

Abstract

This study examines the conditional correlations and volatility spillovers between the US and ASEAN Islamic stock markets. The empirical design uses MSCI (Morgan Stanley Capital International) Islamic indexes as it adopted stringent restriction to include companies in sharia list. By using a three multivariate GARCH models (BEKK, diagonal VECH, and CCC model), we find evidence of returns and volatility spillovers from the US to the ASEAN Islamic stock markets. However, as the estimated time-varying conditional correlations and volatilities indicate there is still a room for diversification benefits, particularly in the single markets. The Islamic MSCI of Thailand, Indonesia, and Singapore are less correlate to the US MSCI Islamic index. The implication is that foreign investors may benefit from the reduction of risk by adding the Islamic stocks in those countries.

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References

Bahlous, M., & Yusof, R. M. (2014). International diversification among Islamic investments: is there any benefit. Managerial Finance 40(6), 613-633

Beirne, J., Guglielmo, M., Caporale, M., Schulze-Ghattas, M., & Spagnolo, N. (2009). Volatility spillovers and contagion from mature to emerging stock markets. European Central Bank WP No 1113

Bollerslev, T., Engle, R. F., & Wooldridge, J. M. (1988). A capital asset pricing model with time-varying covariances. Journal of Political Economy, 96(1), 116-131

Bollerslev, T. (1990). Modeling the coherence in the short run nominal exchange rates: A multivariate generalised ARCH approach. Review of Economics and Statistics, 72(3), 498-505

Brooks,C. (2008). Introductory Econometric for Finance. New York: Cambridge University Press

Brooks, C., Henry, O. T., & Persand, G. (2002). The effect of asymmetric on optimal hedge ratios. Journal of Business 75(2), 333-352

Cha, H. J. & Jithendranathan, T. (2009). Time-varying correlations and optimal allocation in emerging market equities for the US investor. International Journal of Finance and Economics 14, 172-187

Click, R. W., & Plummer, M. G. (2005). Stock market integration in ASEAN after the Asian financial crises. Journal of Asian Economics 16, 5-28

Derigs, U., & Marzban, S. (2008). Review and Analysis of Current Shariah-Compliant Equity Screening Practices. International Journal of Islamic and Middle Eastern Finance and Management, 1(4), 285-303.

Dungey, M., Fry, R., Gonzalez, B., & Martin, V, L. (2007). Contagion in global equity markets in 1998: The effects of the Russian and LTCM crises. North American Journal of Economics and Finance, 18(2), 155-174

Engle, R. F., & Kroner, K. (1995). Multivariate simultaneous GARCH. Econometric Theory 11(1), 122-150

Goldstein, M., & Michael,M. (1993). The integration of world capital markets. IMF working paper. Washington DC: International Monetary Fund.

Hamao, Y., Masulis,R.W., & Ng,V. (1990). Correlations in price changes and volatility across international stock markets. Review of Financial Studies, , 281-307

Karoly, G.A., & Stulz, R. M. (1996). Why do markets move together? An investigation of US-Japan stock return comovements. Journal of Finance, 51, 951-986

Levy,H., & Sarnat, M. (1970). International diversification in investment portfolios. American Economic Review, 60, 668-675

Lin,W., Engle, R.F., & Ito, T. (1994). Do bulls and bears move cross borders? International transmission of stocks returns and volatility. Review of Financial Studies, 7, 507-538

Majdoub, J., & Mansour, W. (2014). Islamic equity market integration and volatility spillover between emerging and US stock markets. North American Journal of Economic and Finance 29, 452-470

Masih, A. M. M., & Masih, R. (1997). A comparative analysis of the propagation of stock market fluctuations in alternative models of dynamic causal linkages. Applied Financial Economics, 7, 59-74

Meric,G., & Meric, I. (1997). Co-movements of European equity markets before and after the 1987 crash. Multinational Finance Journal, 1(2), 137-154

Miyakoshi, T. (2003). Spillovers of stock return volatility to Asian equity markets from Japan and the US. International Financial Markets, Institution and Money, 13, 383-399

MSCI. (2014). MSCI Islamic Index Series Methodology. New York: MSCI

Ng, S. (2000). Volatility spillovers effects from Japan and the US to the Pacific Basin. Journal of International Money and Finance. 19(2), 207-233

Rahman, A. A, Yahya, A., & Nasir, M. H. D. (2010). Islamic Norms for Stock Screening: A Comparison between the Kuala Lumpur Stock Exchange Islamic Index and the Dow Jones Islamic Market Index. International Journal of Islamic and Middle Eastern Finance and Management, 3(3), 228-240.

Rahman, A. A., & Sidek, N. Z. M. (2011). Spillovers effect of US subprime crises on ASEAN-5 stocks markets. Business and Social Science Research Conference (p. 334). Dubai, UAE: World Business Institute Australia.

Sadorsky, P. (2012). Correlations and volatility spillovers between oil prices and the stock prices of clean energy and technology companies. Energy Economics 34, 248-255

Saiti, B., et al. (2014). The diversification benefits from Islamic investment during the financial turmoil: the case for the US-based equity investors. Borsa Istanbul Review (submitted for publication)

Securities Commission. (2009). Islamic Equity Market. Kuala Lumpur: LexisNexis

Sukmana,R., & Kolid,M. (2012). Impact of global financial crisis on Islamic and conventional stocks in emerging market: an application of ARCH and GARCH method. Asian Academy of management Journal of Accounting & Finance (submitted for publication)

Thomson Reuters. (2013). Global Islamic Asset Management Report 2014. New York: Lipper & Thomson Reuters

Usmani, M. Taqi. (1998). An Introduction to Islamic Finance. Karachi: Idaratul Ma'arif.

Wang, S.S., & Firth, K. (2004). Do bears and bulls swim across oceans? Market information transmission between Greater China and the rest of the world. Journal of International Financial Markets, Institution and Money, 14, 235-254

Yaquby, N. (2000). Participation and Trading in Equities of Companies Which Main Business Is Primarily Lawful but Fraught with Some Prohibited Transactions. Paper presented at the Fourth Harvard Islamic Finance Forum- Islamic Finance: The Task Ahead., Harvard University, Cambridge.

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Published

2015-05-05

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