
Full Length Research Paper
This paper empirically investigates the interdependence between GCC stock market and oil price by considering structural breaks in conditional volatility. The univariate and multivariate GARCH models are extended by including structural breaks which are determined endogenously by using ICSS algorithm proposed by Inclan and Tiao. Empirical results indicate that the inclusion of structural breaks in the model substantially reduces the volatility persistence and the estimated half-life of shocks. Hence, the conditional volatility of oil price and stock market are more affected by their own shocks and volatility when structural breaks are neglected. Likewise, our results are conclusive on conditional dependency between GCC stock market and oil price revealing that the volatility shifts reduce the shocks and volatility spillover effects. For the portfolio management, the empirical results show evidence of sensitivity of the optimal weight and hedge ratios to structural breaks in conditional volatility.
Key words: GCC stock market, oil price, dependency, multivariate GARCH, structural breaks, ICSS algorithm, portfolio implications.
|
Apergis N, Miller SM (2009). Do structural oil-market shocks affect stock prices?. Ener. Eco. 31:569-575. |
|
|
|
|
|
Arouri M, Jouini J, Nguyen DK (2012). On the relationship between world oil prices and GCC stock markets. J. Quant. Eco. 10:98-120. |
|
|
|
|
|
Arouri M, Lahiani A, Nguyen DK (2011). Return and volatility transmission between world oil prices and stock markets of the GCC countries. Eco. Model. 28: 1815-1825. |
|
|
|
|
|
Awartani B, Maghyereh A (2013). Dynamic spillovers between oil and stock markets in the Gulf Cooperation Council Countries. Ener. Eco. 36: 28-42. |
|
|
|
|
|
Engle RF, Kroner K F (1995). Multivariate simultaneous generalized ARCH. Economet. Th. 11: 122-150. |
|
|
|
|
|
Ewing BT, Malik F (2013). Volatility transmission between gold and oil futures under structural breaks. Int. Rev. Eco. Fin. 25: 113-121. |
|
|
|
|
|
Filis G, Degiannakis, S, Floros C (2011). Dynamic correlation between stock market and oil prices: The case of oil-importing and oil-exporting countries. Int. Rev. Fin. A. 20(3): 152-164. |
|
|
|
|
|
Francis I, Sangbae K, Jai Hyung Y, Christopher V (2001). Dynamic interdependence and volatility transmission of Asian stock markets, Evidence from the Asian crisis Int. Rev. Fin. A. 10(1): 87-96. |
|
|
|
|
|
Guesmi K, Fattoum S (2014). Return and volatility transmission between oil prices and oil exporting and oil-importing countries. Eco. Model. 38: 305-310. |
|
|
|
|
|
Hamilton JD, Susmel R (1994). Autoregressive conditional heteroskedasticity and changes in regime. J. Economet. 64: 307-333. |
|
|
|
|
|
Hammoudeh S, Choi K (2006). Behavior of GCC stock markets and impacts of US oil and financial markets. Res. Int. Bus. Fin. 20: 22-44. |
|
|
|
|
|
Hammoudeh S, Li H (2008). Sudden changes in volatility in emerging markets: The case of Gulf Arab stock markets. Int. Rev. Fin. A. 17(1): 47-63. |
|
|
|
|
|
Hillebrand E (2005). Neglecting parameter changes in GARCH models. J. Economet. 129: 121-138. |
|
|
|
|
|
Kasman A (2009). The Impact of Sudden Changes on the Persistence of Volatility: Evidence from the BRIC countries. Ap. Eco. Let. 16: 759-764. |
|
|
|
|
|
Kroner KF, Sultan J (1993). Time varying distributions and dynamic hedging with foreign currency futures. J. Fin. Quant. A. 28, 535-551. |
|
|
|
|
|
Inclan C, Tiao GC (1994). Use of cumulative sums of squares for retrospective detection of changes of variance. J. A. Stat. Ass. 89: 913-923. |
|
|
|
|
|
Jouini J (2013). Return and volatility spillover effects between oil price and stock sectors in Saudi Arabia. J. Pol. Model. 35: 1124-1144. |
|
|
|
|
|
Jouini J, Harrathi N (2014). Revisiting the shock and volatility transmissions among GCC stock and oil markets: A further investigation. Eco. Model. 38: 486-494. |
|
|
|
|
|
Jones CM, Kaul G (1996). Oil and the stock markets. J. Financ. 55:463-491. |
|
|
|
|
|
Lamoureux CG, Lastrapes WD (1990). Persistence in variance, structural change and the GARCH model. J. Bus. Eco. Stat. 8: 225-234. |
|
|
|
|
|
Lescaroux F, Mignon V (2008). On the influence of oil prices on economic activity and other macroeconomic and financial variables. OPEC Ener. Rev. 32(4): 343-380. |
|
|
|
|
|
Lastrapes WD (1989). Exchange rate volatility and US monetary policy: An ARCH application. J. Mon. Cred. Bank. 21: 66-77. |
|
|
|
|
|
Lieven B (2005). Volatility spillover effects in european equity markets. J. Fin. Quant. A. 40(2): 373-401. |
|
|
|
|
|
Maghyereh A, Al-Kandari A (2007). Oil prices and stock markets in GCC countries: new evidence from nonlinear cointegration analysis. Manag. Fin. 33: 449-460. |
|
|
|
|
|
Malik F, Hammoudeh S. (2007). Shock and volatility transmission in the oil, US and Gulf equity markets. Int. Rev. Econ. Fin. 16(3): 357-368. |
|
|
|
|
|
Marcelo J, Quirs J, Quirs M (2008). Sudden shifts in variance in the Spanish market: persistence and spillover effects. Ap. Fin. Eco. 18(2): 115-124 |
|
|
|
|
|
Mikosch T, Starica C. (2004). Nonstationarities in financial time series, the long-range dependence, and the IGARCH effects. Rev. Eco. Stat. 86: 378-390. |
|
|
|
|
|
Nandha M, Brooks R (2009). Oil prices and transport sector returns: an international analysis. Rev. Quant. Fin. Account. 33: 393-409. |
|
|
|
|
|
Park J, Ratti RA (2008). Oil price shocks and stock markets in the US and 13 European countries. Ener. Econ. 30: 2587-2608. |
|
|
|
|
|
Sadorsky P (1999). Oil price shocks and stock market activity. Ener. Eco. 2: 449-469. |
|
|
|
|
|
Sadorsky P (2012). Correlations and volatility spillovers between oil prices and the stock prices of clean energy and technology companies. Ener. Eco. 34: 248-255. |
|
| APA | Harrathi, N., & Almohaimeed, A. (2015). Interdependence between GCC stock market and oil prices and portfolio management strategies under structural breaks. African Journal of Business Management, 9(5), 233-242. |
| Chicago | Nizar Harrathi and Ahmed Almohaimeed. "Interdependence between GCC stock market and oil prices and portfolio management strategies under structural breaks." African Journal of Business Management 9, no. 5 (2015): 233-242. |
| MLA | Nizar Harrathi and Ahmed Almohaimeed. "Interdependence between GCC stock market and oil prices and portfolio management strategies under structural breaks." African Journal of Business Management 9.5 (2015): 233-242. |
| DOI | 10.5897/AJBM2013.7226 |
| URL | http://academicjournals.org/journal/AJBM/article-abstract/12DA91D51254 |