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Table 5 below summarizes the empirical results from this section concerning the international portfolio diversification opportunities for Asian Islamic Stock Market investors. The table clearly highlights the answers to the objectives of this study in the form of whether any possible international portfolio diversification opportunity for Asian Islamic investors with other regions, by investing in which markets the benefits are realized. including either the dimension of different investment horizons of various investors makes any difference or not to the answer given above to the first objective. Furthermore, the differing investment horizons of various investors (e.g. 2-4 days, 4-8 days, etc.) are considered and an appropriate international portfolio diversification opportunity is identified based on such stock holding periods. This contribution is most probably the first of its kind for Asian Islamic investors.

Table 5: Summary of the overall study in a categorized form Objective 1: Region-based

Note: Since the results differ based on the different year, there is no unique answer; hence we use Y/N (Yes/No) to indicate this situation

Several researches (see Kumar and Mukhopadhyay (2002), Wong, Agarwal and Du (2005) support the notion that there is a correlation between the various markets globally. They

further emphasis that dramatic movements in one equity market can have a powerful impact on different market. The same applies for Islamic indices, where any volatility in major global markets is very likely to influence Islamic indices Majid, Meera and Omar (2007), Rahman and Sidek (2011), Siskawati (2010).

6 Conclusion

Understanding the linkages between different financial markets is of great importance for portfolio managers. Volatility, as measured by the standard deviation or variance of returns, is often used as a crude measure of the total risk of financial assets (Brooks, 2002), so when referring to international equity markets integration, researchers not only investigate the return causality linkages, but they also measure volatility spillover effects.

Recently, with the role of the emerging markets becoming more important, economists not only focus on developed countries, e.g. United States, the United Kingdom and Japan, but they also pay great attention to the emerging markets. For example, in the equity markets, the extent of the linkages of the emerging stock market exchanges with developed stock market exchanges has important implications for both the developing and the developed countries‟

investors. If the emerging market stock exchange is only weakly integrated with the developed market, it has the implication that there would be portfolio diversification possibilities for developed countries‟ investors through including the emerging market stocks in their portfolio as this diversification should reduce risk, and vice versa. On the contrary, if the emerging stock markets were fully integrated with the developed stock markets, there would not be any portfolio diversification benefit for either the developed and/or the emerging countries„ investors.

More recently the focus of the studies of these topic shifted to the contagion effect of Financial Crisis. For example, Andreosso-O‟Callaghan & Morales (2010) analysis show the evidence that the current global financial crisis has been affecting differently the world economic regions. In the same year, Charles, Darne and Pop (2010) discovered that during the crisis, both Islamic and conventional indexes were affected to the same degree by variance changes. However, in terms of portfolio diversification, Achsani et al (2007) in general finds that the interdependence of the Islamic stock markets tend to be asymmetric across a wide geographical area. While there are strong correlations between the Islamic stock indices of Indonesia and Malaysia, the US and Canada, and Japan and Asia Pacific, this is not exactly the case across the region.

In a nutshell, our findings suggest that Asian investors have a better portfolio diversification opportunities with the US markets followed by the European markets. BRIC markets do not offer any portfolio diversification benefits which can be explained partly by the fact that the Asian market covers partially the same countries of BRIC market, namely India and China.

Furthermore, considering the time horizon dimension, the results narrow down the portfolio diversification opportunities only to the short-term investment horizons, i.e. up to 8 days.

Excepting the very short-run, the markets are all highly correlated yielding minimal portfolio diversification benefits. As a result, Asian investors are advised to consistently re-asses their stock exposures and holding positions within a period of one year and ideally every month or two.

7 Suggestions for Future Research

Our analysis in this paper was performed on broad-market indices in order to recommend international portfolio diversification opportunities for the Asian Islamic investors.

As a result, future studies are recommended considering a sector-based analysis where sectors of the specific Islamic stock index (for e.g. Automobile, Manufacturing, Finance, etc.) is compared with the sectors of the other regions‟ Islamic stock index in order to identify portfolio diversification benefits between sectors. Such studies have great importance and value for international investors and fund managers who need to take portfolio allocation decisions that could maximize investments returns while minimizing associated risks.

REFERENCES

Abderrezak, F., (2008), “The Performance of Islamic Equity Funds: A Comparison to Conventional, Islamic and Ethical Benchmarks”, Unpublished paper

Achsani, N., Effendi, J., and Abidin, Z. (2007), “Dynamic interdependence among international Islamic stock market indices: evidence from 2000-2007”, Proceedings of the International Conference of the Islamic Capital Markets, Jakarta, Indonesia

Aguiar-Conraria, L., Azevedo, N., Soares, M. J. (2008), “Using Wavelets to Decompose the Time-Frequency Effects of Monetary Policy”, Phys A Stat Mech Appl, 387: 2863–2878

Aguiar-Conraria, L., Soares, M. J. (2011), “Oil and the Macroeconomy: Using Wavelets to Analyze Old Issues”, Empirical Economics, 40: 645–655

Al-Zoubi and Maghyereh (2007), The Relative Risk Performance of Islamic Finance: A New Guide To Less Risky Investments, International Journal of Theoretical and Applied Finance, 10(2): 235-249 Aziz, H., and Kurniawan, T. (2007), “Modelling the volatility of the Sharia index: evidence from the Kuala Lumpur Sharia index and Jakarta Islamic index”, Proceedings of the International Conference of the Islamic Capital Markets, Jakarta, Indonesia

Becker, K., Finnerty, J. and Gupta, M. (1990), “The intertemporal relation between the US and Japanese stock markets”, Journal of Finance, Vol. 45, pp. 1297-1306

Bertera, E. and Mayer, C. (1990), “Structure and performance: Global interdependence of stock markets around the crash of 1987”, European Economic Review, Vol. 34, pp. 1155-1180

Bollerslev, T. (1986), “Generalized autoregressive conditional heteroskedasticity”, Journal of Econometrics, Vol. 31, pp. 307327

Bollerslev, T. (1990), “Modeling the coherence in short-run nominal exchange rates: a multivariate generalized ARCH model”, Review of Economic and Statistics, Vol. 72, pp. 498 505

Brooks C. (2002), “Introductory econometrics for finance” New York: Cambridge University

Charles, Amélie, Pop, Adrian and Darné, Olivier (2011), “Is the Islamic Finance Model More Resilient than the Conventional Finance Model? Evidence from Sudden Changes in the Volatility of Dow Jones Indexes”, International Conference of the French Finance Association (AFFI)

Dacjman, S., Festic, M., and Kavkler, A. (2012), “European stock market comovement dynamics during some major financial market turmoils in the period 1997 to 2010 a comparative DCC- GARCH and wavelet correlation analysis”, Applied Economic Letters, Vol. 19, No. 13, pp. 1249-1256 DeLorenzo, Y. (2000), “Shariah Supervision of Islamic Mutual Funds”, 4th Annual Harvard Forum on Islamic Finance: Harvard University, Cambridge, MA

Driessen, J.J.A.G., & Laeven, L. (2007), “International portfolio diversification benefits: Cross -country evidence from a local perspective. Journal of Banking and Finance, 31(6), 1693-1712

Dwyer, G. and Hafer, R. (1988), “Are national stock markets linked?”, Federal Reserve Bank of St.

Louis Review, Vol 70, pp. 3-14

El-Gamal, M. (2000), “A basic guide to contemporary Islamic banking and finance”. Rice University Unpublished Paper

Engle, R. (2002), “Dynamic conditional correlation: a simple class of multivariate generalized autoregressive conditional heteroskedasticity models”, Journal of Business and Economic Statistics, Vol. 20, pp. 339–350

Errunza, V., Hogan, K. and M.-W. Hung, 1999, “Can the Gains from International Diversification Be Achieved without Trading Abroad?”, Journal of Finance, 54: 2075-2107

Eun, C. and Shim, S. (1989), “International transmission of stock market movements”, Journal of Financial and Quantitative Analysis, Vol. 24, pp. 241-256

Fisher Black and Robert Litterman (1992), “Global Portfolio Optimization”, Financial Analysts Journal, Vol. 48, No. 5.

Flavin, T., Panopoulou, E., and Unalmis, D. (2008), “On the stability of domestic financial market linkages in the presence of time-varying volatility”, Emerging Markets Review, Vol. 9, No. 4, pp.

280-301

Gabor, D. (1946), “Theory of Communication" Journal of the Institution of Electrical Engineers. Vol 93 Part III (1946), 429-457

Gencay, R., Selcuk, F. and Whitcher, B. (2001), “Differentiating intraday seasonalities through wavelet multi-scaling”, Physica A, No. 289, pp. 543–556.

Girard, E. and Hassan, K. (2008), “Is there a Cost to Faith-Based Investing? Evidence from FTSE Indices”, Journal of Investing, Vol. 17, No. 4, pp. 112-121

Grubel, H. (1968), “Internationally diversified portfolios: Welfare gains and capital flows”, American Economic Review, Vol. 58, pp. 1299–1314

Grubel, H. and Fadner, K. (1971), “The interdependence of international equity markets”, Journal of Finance, Vol. 26, No. 1, pp. 8994

Hakim, S. and Rashidian, M. (2004), “How Costly is Investor‟s Compliance to Sharia?”, paper presented at the 11th Economic Research Forum Annual Conference, Beirut, Lebanon

Hamao, Y., Masulis, R. and Ng, V. (1990), “Correlations in price changes and volatility across international stock markets”, The Review of Financial Studies, Vol. 3, pp. 281-307

Hassan, M. (2001), “Nuances of Islamic mutual funds”, Islamic Horizons, Vol. 30, No. 3, pp. 16-18 Hussein, K. (2005), “Islamic Investment: Evidence From Dow Jones and FTSE Indices”, paper presented at the 6th International Conference on Islamic Banking and Finance, Jakarta, Indonesia, November 21-14

In, F. and Kim, S. (2013). An introduction to wavelet theory in finance. World Scientific Publishing:

Singapore

International Islamic Financial Market (2010), “The State of the Islamic Capital Market and Future Prospects”, The World Islamic Capital Markets Conference, IIFM, Bahrain

Jonathan C. Jankus (1998), “The Recent History of International Diversification”, The Journal of Investing, Vol. 7, No. 2, pp. 67-76.

Kamil, N., Bacha, O., and Masih, M. (2012), “Do „Sin Stocks‟ Deprive Islamic Stock Portfolios of Diversification? Some Insights from the Use of MGARCH-DCC”, Capital Markets Review, Vol. 20, No. 1 and 2, pp. 1-20

Kasa, K. (1992), “Common stochastic trends in international stock markets”, Journal of Monetary Economics, Vol. 29, pp. 95-124

Kassim and Mohammad Affendy Arip, 2010. The Subprime Crisis and Islamic Stock Markets Integration." International Journal of Islamic and Middle Eastern Finance and Management, 3(4): 363-371

Ku, YH. (2008), “Student-t distribution based VAR-MGARCH: an application of the DCC model on international portfolio risk management”, Applied Economics, Vol. 40, No. 13, pp. 1685-1697

Kumar K. and Mukhopadhyay C. (2002), “Equity Market Interlinkages: Transmission of Volatility – A Case of US and India”, NSE Working Paper No.16

Levy H. and Sarnat M. (1970), “International Diversification of Investment Portfolios”, American Economic Review 60, pp. 668-75

Li , K., Sarkar, A., and Wang, Z. (2003), “Diversification benefits of emerging markets subject to portfolio constraints”, Journal of Empirical Finance, Vol. 10, No. 1 and 2, pp.57- 80

Ling, X. and Dhesi, G. (2010), “Volatility spillover and time-varying conditional correlation between the European and US stock markets”, Global Economy and Finance Journal, Vol. 3, pp. 148–164 Longin, F. and Solnik, B. (1995), “Is the correlation in international equity returns constant: 1960–

1990”, Journal of International Money and Finance, Vol. 14, pp. 3–26.

Lucia M. and Bernadette A.-O. (2010), “The Global Financial Crisis: World Market or Regional Contagion Effects?” Conference Paper, Dublin Institute of Technology

Madaleno, M. and Pinho, C. (2012), "International stock market indices comovements: a new look,"International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17, pp 89-102 Majid, M., Meera, A., & Omar, M. (2008), “Interdependence of ASEAN-5 stock markets from the US and Japan”, Global Economic Review, Vol. 37, No. 2, pp. 201-225

Masourfar, G., Mohamad, S., and Hassan, T. (2010), “A review on international portfolio investment in Central and Eastern European stock markets”, International Business Finance, Vol. 22, No. 2, pp. 162-174

Moeljadi (2012), “Resilience of Islamic and Conventional Stock Markets during the 2007 Global Financial Crisis: A Comparative Empirical Examination”, Asia-Pacific Management and Business Application, Vol. 1, No. 1, pp. 81-102

Percival, D. (1995), “On the estimation of the wavelet variance”, Biometrika, Vol. 82, pp. 619– 631 Percival, D. and Walden, A. (2000). Wavelet Methods for Time Series Analysis. Cambridge University Press, New York

Pesaran, B. and Pesaran, H. (2009). Time Series Econometrics using Microfit 5.0. Oxford: Oxford University Press

Rahman, Aisyah Abdu, and Noor Zahirah Mohd Sidek (2011): "Spill-over Effect of US Sub-prime Crisis on ASEAN-5 Stock Markets." Business and Social Science Research Conference. Dubai, UAE:

World Business Institute Australia, 334

Raihan, S., Wen, Y., Zeng, B. (2005), “Wavelet: A New Tool for Business Cycle Analysis”, Working Paper 2005-050A, Federal Reserve Bank of St. Louis.

Rezayat, F., and Yavas, B. (2006), “International portfolio diversification: a study of linkages among the U.S., European and Japanese equity markets”, Journal of Multinational Finance Management, Vol.

16, No. 4, pp. 440-458

Rizvi, S. Arshad, S. (2013): “The Impact of Global Financial Shocks to Islamic Indicies: Speculative Influence or Fundamental Changes?”, Journal of Islamic Finance International Islamic

Rosly, S. (2005), "Islamic Banking: Doing Things Right and Doing Right Things" Malaysian Journal of Economic Studies, Vol. 42, Nos. 1 & 2, pp. 31-40

Saiti, B. (2012), “Testing the contagion between conventional and Shari‟ah compliant stock indices”

Evidence from wavelet analysis”, PhD Dissertation, INCEIF, Kuala Lumpur: Malaysia

Siskawati, Eka, 2011. Islamic Capital Market Interconnection : Evidence from Jakarta Islamic Index to The Regional Islamic Market and Global Islamic Market Proceeding of the International Conference on Social Science, Economics and Art. Putrajaya, Malaysia: International Conference on Social Science, pp: 153-156

Smith, K., Brocato, J. and Rogers, J. (1993), “Regularities in the data between major equity markets:

evidence from Granger causality tests”, Applied Financial Economics, Vol. 3, pp. 55-60

Solnik, B. (1974), “Why not diversify internationally?”, Financial Analyst Journal, Vol. 30, No. 4, pp.

4854

Torrence, C., and G. P. Compo, (1998), “A practical guide to wavelet analysis” Bull. Amer. Meteor.

Soc., 79, 6178

Vacha, L. and Barunik, J. (2012), “Co-movement of energy commodities revisited: Evidence from wavelet coherence analysis”, Volume 34, Issue 1, pp. 241–247

Von Furstenberg, G. and Jeon, B. (1990), “Growing international comovements in stock price indexes”, Quarterly Review of Economics and Business, Vol. 30, pp. 15-30

Wong W. K., Agarwal A. and J Du (2005), “Financial Integration for India Stock Market, a Fractional Cointegration Approach”, National University of Singapore Working Paper No. WP0501

Yang SY. (2005), “A DCC analysis of international stock market correlations: the role of Japan on the Asian Four Tigers”, Applied Financial Economics Letters, Vol. 1, No. 2, pp. 89-93

Yusof, Rosylin Mohd., and M. Shabri Abd.Majid (2007): "Stock Market Volatility Transmission in Malaysia: Islamic Versus Conventional Stock Market." Journal of King Abdulaziz University: Islamic Economics

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