Research article

Diversification benefits in energy, metal and agricultural commodities for Islamic investors: evidence from multivariate GARCH approach

  • Received: 18 April 2018 Accepted: 20 August 2018 Published: 04 September 2018
  • JEL Codes: G11, Q02, C58

  • The purpose of this paper is to analyze the portfolio diversification opportunities offered by certain commodities to Islamic equity investors by investigating the volatility and correlations of Islamic equity index returns and those commodities. This paper attempts to add value to the existing literature by empirically testing the "time-varying" volatilities and correlations of agricultural, metal and energy commodities using Morgan Stanley Capital International (MSCI) World Islamic Index. The daily data for a time period of nine and a half years, from the inception of MSCI World Islamic Index on 1st of July 2007 to January 2017, were collected for this research and analyzed using MGARCH-DCC approach. The findings tend to suggest that: i) the agricultural commodities provide better diversification benefits compared to metal and energy commodities; ii) the Global financial crisis has a significant negative impact on the integration of the indices; and iii) natural gas, gold, wheat, sugar, coffee and corn in general have relatively low correlation, in comparison to the rest of the commodities. As implication of the study, the medium-to-long term investors could gain a better diversification benefit in most of these commodities during all the market periods.

    Citation: Buerhan Saiti, Abdulnasir Dahiru, Ibrahim Guran Yumusak. Diversification benefits in energy, metal and agricultural commodities for Islamic investors: evidence from multivariate GARCH approach[J]. Quantitative Finance and Economics, 2018, 2(3): 733-756. doi: 10.3934/QFE.2018.3.733

    Related Papers:

  • The purpose of this paper is to analyze the portfolio diversification opportunities offered by certain commodities to Islamic equity investors by investigating the volatility and correlations of Islamic equity index returns and those commodities. This paper attempts to add value to the existing literature by empirically testing the "time-varying" volatilities and correlations of agricultural, metal and energy commodities using Morgan Stanley Capital International (MSCI) World Islamic Index. The daily data for a time period of nine and a half years, from the inception of MSCI World Islamic Index on 1st of July 2007 to January 2017, were collected for this research and analyzed using MGARCH-DCC approach. The findings tend to suggest that: i) the agricultural commodities provide better diversification benefits compared to metal and energy commodities; ii) the Global financial crisis has a significant negative impact on the integration of the indices; and iii) natural gas, gold, wheat, sugar, coffee and corn in general have relatively low correlation, in comparison to the rest of the commodities. As implication of the study, the medium-to-long term investors could gain a better diversification benefit in most of these commodities during all the market periods.


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    [1] Abdullah AM, Saiti B, Masih M (2016) The impact of crude oil price on Islamic stock indices of South East Asian countries: Evidence from MGARCH-DCC and wavelet approaches. Borsa Istanbul Rev 16: 219–232. doi: 10.1016/j.bir.2015.12.002
    [2] Bauwens L, Laurent S, Rombouts JV (2006) Multivariate GARCH models: A survey. J Appl Econ 21: 79–109. doi: 10.1002/jae.842
    [3] Bekaert G, Hodrick RJ, Zhang X (2009) International stock return comovements. J Financ 64: 2591–2626. doi: 10.1111/j.1540-6261.2009.01512.x
    [4] Belousova J, Dorfleitner G (2012) On the diversification benefits of commodities from the perspective of euro investors. J Banking Financ 36: 2455–2472. doi: 10.1016/j.jbankfin.2012.05.003
    [5] Bentes SR (2015) On the integration of financial markets: How strong is the evidence from five international stock markets? Phys A 429: 205–214. doi: 10.1016/j.physa.2015.02.070
    [6] Berben RP, Jansen WJ (2005) Comovement in international equity markets: A sectoral view. J Int Money Financ 24: 832–857. doi: 10.1016/j.jimonfin.2005.04.001
    [7] Bessler W, Wolff D (2015) Do commodities add value in multi-asset portfolios? An out-of-sample analysis for different investment strategies. J Banking Financ 60: 1–20.
    [8] Bines HE (1976) Modern portfolio theory and investment management law: Refinement of legal doctrine. Columbia Law Rev 76: 721–798. doi: 10.2307/1121733
    [9] Bollerslev T (1990) Modelling the coherence in short-run nominal exchange rates: A multivariate generalized ARCH model. Rev Econ Stat 72: 498–505. doi: 10.2307/2109358
    [10] Cao B, Jayasuriya S, Shambora W (2010) Holding a commodity futures index fund in a globally diversified portfolio: A placebo effect. Econ Bull 30: 1842–1851.
    [11] Cao G, Zhang M, Li Q (2017) Volatility-constrained multifractal detrended cross-correlation analysis: Cross-correlation among Mainland China, US, and Hong Kong stock markets. Phys A 472: 67–76. doi: 10.1016/j.physa.2017.01.019
    [12] Ceylan NB, Doğan B (2004) Comovements of stock markets among selected OIC countries. J Econ Coop 25: 47–62.
    [13] Chong J, Miffre J (2010) Conditional Return Correlations between Commodity Futures and Traditional Assets. J Altern Investments 33: 61–75.
    [14] Conover CM, Jensen GR, Johnson RR, et al. (2010) Is now the time to add commodities to your portfolio? J Investing 19: 10–19. doi: 10.3905/joi.2010.19.3.010
    [15] Darrat AF, Elkhal K, Hakim SP (2000) On the Integration of Emerging Stock Markets in the Middle East. J Econ Dev 25: 119–129.
    [16] Daskalaki C, Kostakis A, Skiadopoulos G (2014) Are there common factors in individual commodity futures returns? J Banking Financ 40: 346–363. doi: 10.1016/j.jbankfin.2013.11.034
    [17] Daskalaki C, Skiadopoulos GS, Topaloglou N (2016) Diversification benefits of commodities: A stochastic dominance efficiency approach. Soc Sci Electron Publishing, 1–50.
    [18] Deltuvaitė V (2015) An Empirical Investigation of the Baltic Stock Markets Global Integration. Procedia-Soc Behav Sci 213: 430–435. doi: 10.1016/j.sbspro.2015.11.562
    [19] Dewandaru G, Masih R, Masih AMM (2016) What can wavelets unveil about the vulnerabilities of monetary integration? A tale of Eurozone stock markets. Econ Modell 52: 981–996.
    [20] Dewandaru G, Rizvi SAR, Masih R, et al. (2014) Stock market co-movements: Islamic versus conventional equity indices with multi-timescales analysis. Q Econ Syst 38: 553–571. doi: 10.1016/j.ecosys.2014.05.003
    [21] Elton EJ, Gruber MJ (1998) Modern portfolio theory, 1950 to date. J Banking Financ 21: 1743–1759.
    [22] Engle RF, Sheppard K (2001) Theoretical and empirical properties of dynamic conditional correlation multivariate GARCH. Soc Sci Electron Publishing , 44.
    [23] Engle RF (2000) Dynamic conditional correlation-a simple class of multivariate garch models. Ssrn Electron J 20: 339–350.
    [24] Eun CS, Lee J (2010) Mean-variance convergence around the world. J Banking Financ 34: 856–870. doi: 10.1016/j.jbankfin.2009.09.016
    [25] Hansentangen NH, Overaae M (2015) Do commodities offer diversification benefits in multi-asset portfolios? Master's thesis, Norwegian University of Life Sciences.
    [26] Hassan AMH (2003) Financial integration of stock markets in the Gulf: A multivariate cointegration analysis. Int J Bus 8: 1083–4346.
    [27] Hassan MK, Girard E (2011) Faith-based ethical investing: The case of Dow Jones Islamic indexes. Islamic Econ Stud 17: 1–31.
    [28] Hussin MYM, Yusof YA, Muhammad F, et al. (2013) The integration of Islamic stock markets: Does a problem for investors. Labuan E-J Muamalat and Soc 7: 17–27.
    [29] Johnson R, Soenen L (2002) Asian economic integration and stock market comovement. J Financ Res 25: 141–157. doi: 10.1111/1475-6803.00009
    [30] Kammer MA, Norat MM, Pinon MM, et al. (2015) Islamic finance: Opportunities, challenges, and policy options (No. 15). International Monetary Fund.
    [31] Khan A, Masih M (2014) Correlation between Islamic stock and Commodity markets: An investigation into the impact of financial crisis and financialization of commodity markets. MPRA Pap 47: 382–389.
    [32] Kryzanowski L, Zhang J, Zhong R (2017) Cross-financial-market correlations and quantitative easing. Financ Res Lett 20: 13–21. doi: 10.1016/j.frl.2016.06.011
    [33] Lahrech A, Sylwester K (2011) US and Latin American stock market linkages. J Int Money Financ 30: 1341–1357. doi: 10.1016/j.jimonfin.2011.07.004
    [34] Longin F, Solnik B (1995) Is the correlation in international equity returns constant: 1960–1990? J Int Money Financ 14: 3–26. doi: 10.1016/0261-5606(94)00001-H
    [35] Malkiel BG, Fama EF (1970) Efficient capital markets: A review of theory and empirical work. J Financ 25: 383–417.
    [36] Marashdeh H, Shrestha MB (2010) Stock market integration in the GCC countries. Int Res J Financ Econ 37: 102–114.
    [37] Markowitz H (1959) Portfolio Selection, Efficient Diversification of Investments . J. Wiley.
    [38] Merton RC (1973) An intertemporal capital asset pricing model. Econometrica 41: 867–887. doi: 10.2307/1913811
    [39] MSCI Islamic Index Series Methodology (2016). Available at: https://www.msci.com/eqb/methodology/meth_docs/MSCI_May16_Islamic_Indexes_Methodology.pdf.
    [40] Nagayev R, Masih M (2013) Should Shariah-compliant investors include commodities in their portfolios? New evidence. Munich Personal RePEc Archive.
    [41] Nagayev R, Disli M, Inghelbrecht K, et al. (2016) On the dynamic links between commodities and Islamic equity. Energy Econ 58: 125–140. doi: 10.1016/j.eneco.2016.06.011
    [42] Naseri M, Masih M (2014) Integration and Comovement of Developed and Emerging Islamic Stock Markets: A Case Study of Malaysia. Munich Personal RePEc Archive (58799).
    [43] Oanea DC (2015) Financial markets integration: A vector error-correction approach. J Econ Asymmetries 12: 153–161. doi: 10.1016/j.jeca.2015.07.002
    [44] Rubinstein M (2002) Markowitz's "Portfolio Selection": A Fifty-Year Retrospective. J Financ 57: 1041–1045. doi: 10.1111/1540-6261.00453
    [45] Saiti B, Abdullah A (2016) Prohibited Elements in Islamic Financial Transactions: A Comprehensive Review. Al-Shajarah , 139–159.
    [46] Saiti B, Noordin NH (2018) Does Islamic equity investment provide diversification benefits to conventional investors? Evidence from the multivariate-GARCH analysis. Int J Emerging Mark 13: 267–289.
    [47] Saiti B, Bacha OI, Masih M (2014) The diversification benefits from Islamic investment during the financial turmoil: The case for the US-based equity investors. Borsa Istanbul Rev 14: 196–211. doi: 10.1016/j.bir.2014.08.002
    [48] Saiti B, Bacha OI, Masih M (2016) Testing the conventional and Islamic financial market contagion: Evidence from wavelet analysis. Emerging Mark Financ Trade 52: 1832–1849. doi: 10.1080/1540496X.2015.1087784
    [49] Sakti MRP, Masih M, Saiti B, et al. (2018) Unveiling the diversification benefits of Islamic equities and commodities: Evidence from multivariate-GARCH and continuous wavelet analysis. Managerial Financ 44: 830–850. doi: 10.1108/MF-08-2017-0278
    [50] Schmukler SL (2004) Benefits and risks of financial globalization: Challenges for developing countries. Globalization, Growth, and Poverty, World Bank Policy Research Report .
    [51] Shahzad SJH, Raza N, Awan AH (2014) Commodities and Stock Investment: A Multivariate Analysis. SAGE Open 4: 1–12.
    [52] Sharpe WF (1970) Portfolio theory and capital markets . McGraw-Hill College.
    [53] Siedlecki R, Papla D (2016) Conditional Correlation Coefficient as a Tool for Analysis of Contagion in Financial Markets and Real Economy Indexes Based on the Synthetic Ratio. Procedia-Soc Behav Sci 220: 452–461. doi: 10.1016/j.sbspro.2016.05.520
    [54] Tahir I, Brimble M (2011) Islamic investment behaviour. Int J Islamic Middle East Financ Manage 4: 116–130. doi: 10.1108/17538391111144515
    [55] Uddin GS, Arouri MEH, Tiwari AK (2014) Co-movements between Germany and International Stock Markets: Some New Evidence from DCC-GARCH and Wavelet Approaches. Available at SSRN: https://ssrn.com/abstract=2311724 or http://dx.doi.org/10.2139/ssrn.2311724.
    [56] Vithessonthi C, Kumarasinghe S (2016) Financial development, international trade integration, and stock market integration: Evidence from Asia. J Multinatl Financ Manage 35: 79–92. doi: 10.1016/j.mulfin.2016.03.001
    [57] Zhang X, Zheng X, Zeng DD (2016) The dynamic interdependence of international financial markets: An empirical study on twenty-seven stock markets. Physica A 472: 32–42.
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