论结构性断裂在识别股票和商品市场之间的动态条件联系中的作用

Chebbi Tarek, Abdelkader Mohamed Sghaier Derbali
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引用次数: 10

摘要

随着伊斯兰金融市场指数与能源大宗商品之间的联系变得更加全球化,是否有任何具体的冲击因素仍然相关,可能影响这种关系的问题出现了。为了回答这个问题,我们的论文通过测试卡塔尔交易所Al Rayan伊斯兰指数与两种能源商品(原油和天然气)之间的动态条件相关(DCC)来检验这个问题,方法是在DCC-广义自回归条件异方差(GARCH)模型中包含结构断裂,该模型由Engle在“动态条件相关:一种简单的多元GARCH模型”(2002)中介绍,时间跨度为2011年3月15日至2014年12月25日。我们的研究结果表明,商品收益的波动性与Al Rayan Islamic指数的波动性具有很强的相关性,并且在考虑结构性断裂后,波动性的持续下降幅度最小。本文对政策制定者和投资组合风险管理者都产生了有趣的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Role of Structural Breaks in Identifying the Dynamic Conditional Linkages between Stock and Commodity Markets
As the nexus between Islamic financial market indexes and energy commodities becomes more global, the question of whether any specific shock considerations are still relevant that might affect this relationship arises. In order to answer it, our paper examines this question by testing the dynamic conditional correlation (DCC) betwee the Qatar Exchange Al Rayan Islamic Index and two energy commodities (crude oil and natural gas) by including structural breaks in the DCC-generalized autoregressive conditional heteroscedasticity (GARCH) model, as introduced by Engle in "Dynamic conditional correlation: a simple class of multivariate GARCH models" (2002), over the period from March 15, 2011 to December 25, 2014. Our findings reveal that the volatility of commodity returns is strongly correlated to that of the Al Rayan Islamic Index, and the volatility persistence decreases by its lowest amount after incorporating structural breaks. Interesting implications emerge from this paper for both policy makers and portfolio risk managers.
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