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The Dynamic Linkages between Islamic Index and the Major Stock Markets: New Evidence from Wavelet time-scale decomposition Analysis

Author

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  • Abu Bakar, Norhidayah
  • Masih, Abul Mansur M.

Abstract

The increase of globalization and financial liberalization along with the recurrence of the financial crises have made the issue of global stock market integration crucial particularly from the view of portfolio diversification. Moreover, an empirical time-scale-varying analysis from the perspective of Islamic stock is still lacking. The Islamic stocks are expected to be theoretically different from the conventional stocks in view of the Shariah-compliant restrictions, smaller and less diversified market. Therefore, this paper makes the first attempt to test the time-scale analysis of the linkages between the international Islamic stock index and six major international stock markets such as, the United States, United Kingdom, Europe, Japan, China, and Malaysia. The paper analyzes the cross volatility, comovement, and estimates the Granger causality between the stock markets using the recently applied continuous wavelet transform and maximal overlap discrete wavelet transform. The findings tend to suggest strong linkage between Islamic index and the western markets as compared to the Asian markets. The volatility and comovements between stock indices are higher and unstable during the financial crises. Furthermore, the results indicate the existence of inefficient market, spillover effect of financial crisis, strong causality effects and bi-directional causality between Islamic index and other international indices. As for the policy implications, the international investors should include the Asian market in their investment portfolio, however, the instability and high comovement especially during the crises will limit the investors‟ ability to exploit international diversification. Additionally, the inefficient markets might suggest an arbitrage opportunity for the investors.

Suggested Citation

  • Abu Bakar, Norhidayah & Masih, Abul Mansur M., 2014. "The Dynamic Linkages between Islamic Index and the Major Stock Markets: New Evidence from Wavelet time-scale decomposition Analysis," MPRA Paper 56977, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:56977
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    References listed on IDEAS

    as
    1. Ozdemir, Zeynel Abidin, 2009. "Linkages between international stock markets: A multivariate long-memory approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(12), pages 2461-2468.
    2. Horvath, Roman & Petrovski, Dragan, 2013. "International stock market integration: Central and South Eastern Europe compared," Economic Systems, Elsevier, vol. 37(1), pages 81-91.
    3. Menezes, Rui & Dionísio, Andreia & Hassani, Hossein, 2012. "On the globalization of stock markets: An application of Vector Error Correction Model, Mutual Information and Singular Spectrum Analysis to the G7 countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(4), pages 369-384.
    4. Lucey, Brian M. & Muckley, Cal, 2011. "Robust global stock market interdependencies," International Review of Financial Analysis, Elsevier, vol. 20(4), pages 215-224, August.
    5. Xu, Haifeng & Hamori, Shigeyuki, 2012. "Dynamic linkages of stock prices between the BRICs and the United States: Effects of the 2008–09 financial crisis," Journal of Asian Economics, Elsevier, vol. 23(4), pages 344-352.
    6. Ozdemir, Zeynel Abidin & Cakan, Esin, 2007. "Non-linear dynamic linkages in the international stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 377(1), pages 173-180.
    7. Ding, Liang & Pu, Xiaoling, 2012. "Market linkage and information spillover: Evidence from pre-crisis, crisis, and recovery periods," Journal of Economics and Business, Elsevier, vol. 64(2), pages 145-159.
    8. Lee, Keun Yeong, 2006. "The contemporaneous interactions between the U.S., Japan, and Hong Kong stock markets," Economics Letters, Elsevier, vol. 90(1), pages 21-27, January.
    9. Savva, Christos S., 2009. "International stock markets interactions and conditional correlations," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(4), pages 645-661, October.
    10. Cifarelli, Giulio & Paladino, Giovanna, 2005. "Volatility linkages across three major equity markets: A financial arbitrage approach," Journal of International Money and Finance, Elsevier, vol. 24(3), pages 413-439, April.
    11. De Gooijer, Jan G. & Sivarajasingham, Selliah, 2008. "Parametric and nonparametric Granger causality testing: Linkages between international stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(11), pages 2547-2560.
    12. Charles, Amelie & Darne, Olivier, 2006. "Large shocks and the September 11th terrorist attacks on international stock markets," Economic Modelling, Elsevier, vol. 23(4), pages 683-698, July.
    13. Huyghebaert, Nancy & Wang, Lihong, 2010. "The co-movement of stock markets in East Asia: Did the 1997-1998 Asian financial crisis really strengthen stock market integration?," China Economic Review, Elsevier, vol. 21(1), pages 98-112, March.
    14. Rui Menezes & Andreia Dionísio & Hossein Hassanic, 2010. "On the globalization of stock markets: An application of VECM, SSA technique and mutual information to the G7?," CEFAGE-UE Working Papers 2010_06, University of Evora, CEFAGE-UE (Portugal).
    15. Mara Madaleno & Carlos Pinho, 2012. "International stock market indices comovements: a new look," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(1), pages 89-102, January.
    16. Bessler, David A. & Yang, Jian, 2003. "The structure of interdependence in international stock markets," Journal of International Money and Finance, Elsevier, vol. 22(2), pages 261-287, April.
    17. Fujii, Eiji, 2005. "Intra and inter-regional causal linkages of emerging stock markets: evidence from Asia and Latin America in and out of crises," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(4), pages 315-342, October.
    18. Kearney, Colm & Lucey, Brian M., 2004. "International equity market integration: Theory, evidence and implications," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 571-583.
    19. Diamandis, Panayiotis F., 2009. "International stock market linkages: Evidence from Latin America," Global Finance Journal, Elsevier, vol. 20(1), pages 13-30.
    20. Rezayat, Fahimeh & Yavas, Burhan F., 2006. "International portfolio diversification: A study of linkages among the U.S., European and Japanese equity markets," Journal of Multinational Financial Management, Elsevier, vol. 16(4), pages 440-458, October.
    21. Wang, Kehluh & Chen, Yi-Hsuan & Huang, Szu-Wei, 2011. "The dynamic dependence between the Chinese market and other international stock markets: A time-varying copula approach," International Review of Economics & Finance, Elsevier, vol. 20(4), pages 654-664, October.
    22. Fernandez, Viviana, 2006. "The impact of major global events on volatility shifts: Evidence from the Asian crisis and 9/11," Economic Systems, Elsevier, vol. 30(1), pages 79-97, March.
    23. Ahlgren, Niklas & Antell, Jan, 2010. "Stock market linkages and financial contagion: A cobreaking analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(2), pages 157-166, May.
    24. Liu, Lu, 2013. "International stock market interdependence: Are developing markets the same as developed markets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 226-238.
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    Cited by:

    1. Yunus Kilic & Mehmet Fatih Bugan, 2016. "Are Islamic Equity Markets “Safe Havens”? Testing the Contagion Effect using DCC-GARCH," International Journal of Academic Research in Accounting, Finance and Management Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Accounting, Finance and Management Sciences, vol. 6(4), pages 167-176, October.

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    More about this item

    Keywords

    Islamic index; volatility; cross-volatility; comovement; and causality;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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