Co-movement and causal relationships between conventional and Islamic stock market returns under regime-switching framework

Fatma Mathlouthi, Slah Bahloul
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引用次数: 1

Abstract

PurposeThis paper aims at examining the co-movement dependent regime and causality relationships between conventional and Islamic returns for emerging, frontier and developed markets from November 2008 to August 2020.Design/methodology/approachFirst, the authors used the Markov-switching autoregression (MS–AR) model to capture the regime-switching behavior in the stock market returns. Second, the authors applied the Markov-switching regression and vector autoregression (MS-VAR) models in order to study, respectively, the co-movement and causality relationship between returns of conventional and Islamic indexes across market states.FindingsResults show the presence of two different regimes for the three studied markets, namely, stability and crisis periods. Also, the authors found evidence of a co-movement relationship between the conventional and Islamic indexes for the three studied markets whatever the regime. For the Granger causality, it is proved only for emerging and developed markets and only during the stability regime. Finally, the authors conclude that Islamic indexes can act as diversifiers, or safe-haven assets are not strongly supported.Originality/valueThis paper is the first study that examines the co-movement and the causal relationship between conventional and Islamic indexes not only across different financial markets' regimes but also during the COVID-19 period. The findings may help investors in making educated decisions about whether or not to add Islamic indexes to their portfolios especially during the recent outbreak.
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制度转换框架下传统与伊斯兰股票市场收益的共同运动与因果关系
本文旨在研究2008年11月至2020年8月新兴市场、前沿市场和发达市场的传统回报和伊斯兰回报之间的联合运动依赖机制和因果关系。设计/方法/方法首先,作者使用马尔可夫切换自回归(MS-AR)模型来捕捉股票市场收益中的制度切换行为。其次,运用马尔可夫切换回归和向量自回归(MS-VAR)模型,分别研究了传统指数和伊斯兰指数在不同市场状态下收益的共动关系和因果关系。研究结果表明,三个被研究的市场存在两种不同的制度,即稳定期和危机期。此外,作者还发现,无论政权如何,在这三个被研究的市场中,传统指数和伊斯兰指数之间存在着共同运动的关系。对于格兰杰因果关系,它只在新兴市场和发达市场中被证明,并且只在稳定制度下被证明。最后,作者得出结论,伊斯兰指数可以作为分散投资的工具,或者避险资产不受强烈支持。原创性/价值本文首次研究了传统指数和伊斯兰指数之间的共同运动和因果关系,不仅跨越了不同的金融市场制度,而且在COVID-19期间。这些发现可能有助于投资者做出明智的决定,决定是否将伊斯兰指数加入他们的投资组合,尤其是在最近的疫情爆发期间。
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