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
[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. |