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Co-movement between sharia stocks and sukuk in the GCC markets: A time-frequency analysis

Author

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  • Aloui, Chaker
  • Hammoudeh, Shawkat
  • Hamida, Hela Ben

Abstract

We assess the co-movement between the sharia-compliant stocks and sukuk in the Gulf Cooperation Council (GCC) countries. The wavelet squared coherency approach is applied to daily data covering GCC global, corporate and financial services sukuk indexes as well as GCC sharia stocks. The empirical evidence indicates a strong dependence between these sharia stock and sukuk indexes. The degree of co-movement power is varying over time and frequency and the long-run is dominant. To highlight the importance of the wavelet analysis, we perform the value-at-risk (VaR) for a GCC multi-country portfolio. The finding provides strong evidence that the benefits of portfolio diversification vary across frequencies and time. Our results provide several practical implications for Islamic funds when selecting sharia-compliant assets and designing their optimal weights.

Suggested Citation

  • Aloui, Chaker & Hammoudeh, Shawkat & Hamida, Hela Ben, 2015. "Co-movement between sharia stocks and sukuk in the GCC markets: A time-frequency analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 69-79.
  • Handle: RePEc:eee:intfin:v:34:y:2015:i:c:p:69-79
    DOI: 10.1016/j.intfin.2014.11.003
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    1. Akoum, Ibrahim & Graham, Michael & Kivihaho, Jarno & Nikkinen, Jussi & Omran, Mohammed, 2012. "Co-movement of oil and stock prices in the GCC region: A wavelet analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(4), pages 385-394.
    2. Mohanty, Sunil K. & Nandha, Mohan & Turkistani, Abdullah Q. & Alaitani, Muhammed Y., 2011. "Oil price movements and stock market returns: Evidence from Gulf Cooperation Council (GCC) countries," Global Finance Journal, Elsevier, vol. 22(1), pages 42-55.
    3. Fleming, Jeff & Kirby, Chris & Ostdiek, Barbara, 1998. "Information and volatility linkages in the stock, bond, and money markets," Journal of Financial Economics, Elsevier, vol. 49(1), pages 111-137, July.
    4. Arouri, Mohamed El Hedi & Lahiani, Amine & Nguyen, Duc Khuong, 2011. "Return and volatility transmission between world oil prices and stock markets of the GCC countries," Economic Modelling, Elsevier, vol. 28(4), pages 1815-1825, July.
    5. 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.
    6. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    7. Fernandez Viviana P, 2005. "The International CAPM and a Wavelet-Based Decomposition of Value at Risk," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(4), pages 1-37, December.
    8. Godlewski, Christophe J. & Turk-Ariss, Rima & Weill, Laurent, 2013. "Sukuk vs. conventional bonds: A stock market perspective," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 745-761.
    9. repec:ipg:wpaper:2014-066 is not listed on IDEAS
    10. Candelon, Bertrand & Piplack, Jan & Straetmans, Stefan, 2008. "On measuring synchronization of bulls and bears: The case of East Asia," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1022-1035, June.
    11. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    12. Khalifa, Ahmed A.A. & Hammoudeh, Shawkat & Otranto, Edoardo, 2014. "Patterns of volatility transmissions within regime switching across GCC and global markets," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 512-524.
    13. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    14. Kim, Sangbae & In, Francis, 2007. "On the relationship between changes in stock prices and bond yields in the G7 countries: Wavelet analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(2), pages 167-179, April.
    15. Heni Boubaker & Nadia Sghaier, 2014. "Semiparametric Generalized Long Memory Modelling of GCC Stock Market Returns: A Wavelet Approach," Working Papers 2014-66, Department of Research, Ipag Business School.
    16. Chunsheng Zhou, "undated". "Stock Market Fluctuations and the Term Structure," Finance and Economics Discussion Series 1996-03, Board of Governors of the Federal Reserve System (U.S.), revised 04 Dec 2019.
    17. Graham, Michael & Kiviaho, Jarno & Nikkinen, Jussi, 2012. "Integration of 22 emerging stock markets: A three-dimensional analysis," Global Finance Journal, Elsevier, vol. 23(1), pages 34-47.
    18. Fernandez, Viviana, 2006. "The CAPM and value at risk at different time-scales," International Review of Financial Analysis, Elsevier, vol. 15(3), pages 203-219.
    19. Dewandaru, Ginanjar & Alaoui, Abdelkader & Masih, A. Mansur M. & Alhabshi, Syed Othman, 2013. "Comovement and resiliency of Islamic equity market: Evidence from GCC Islamic equity index based on wavelet analysis," MPRA Paper 56980, University Library of Munich, Germany.
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