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Do global sentiment shocks spillover towards emerging and frontier markets?

机译:全球情绪震惊溢出到新兴和边境市场吗?

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Purpose - This study aims to investigate the impact of sentiment shocks based on US investor sentiments, bearish and bullish market conditions. Earlier studies, though very few, only consider the effect of investor sentiments on stock returns of emerging frontier Asian (EFA) markets. Design/methodology/approach - This study uses the application of regime switching model because of its capability to explore time-varying causality across different regimes unlike traditional linear models. The Markov regime switching model uses regime switching probabilities for capturing the potential asymmetries or non-linearity in a model, in this study's case, thereby adjusting investor sentiments shocks to stock market returns. Findings - The results of the Markov regime switching method suggests that US sentiment, bullish and bearish market shocks act as a main contributors for inducing variation in EFA stock market returns. The study's non-parametric robustness results highlight an asymmetric relationship across the mean series, whereas a symmetric relationship across variance series. The study also reports Thailand as the most sensitive market to global sentiment shocks. Research limitations/implications - The sensitivity of the EFA markets to these global sentiment shocks highlights their sensitivity and implications for investors relying merely on returns correlation and spillover. These findings also suggest that spillover from developed to emerging and frontier equity markets only in the form of returns following traditional linear models may not be appropriate. Practical implications - This paper supports the behavioral aspect of investors and resultant spillover from developed market sentiments to emerging and frontier market returns across international equity markets offering more rational justification for an irrational behavior. Originality/value - The study's motivation to use the application of regime switching models is because of its capability to explore time-varying causality across different regimes unlike traditional linear models. The Markov regime switching model uses regime switching probabilities for capturing the potential asymmetries or non-linearity in a model, in the study's case, thereby adjusting investor sentiments shocks to stock market returns. It is also useful of the adjustment attributable to exogenous events.
机译:目的 - 本研究旨在根据美国投资者情绪,看涨和看涨市场条件调查情绪冲击的影响。早期的研究虽然很少,但只考虑投资者情绪对新出现的前沿亚洲(EFA)市场的股票回报的影响。设计/方法/方法 - 本研究采用制度交换模型的应用,因为它具有与传统的线性模型不同的不同制度的时变因因果。 Markov制度切换模型使用制度切换概率来捕获模型中的潜在不对称或非线性度,在本研究的情况下,调整投资者情绪震荡向股票市场回报。调查结果 - 马尔可夫政权切换方法的结果表明,美国情绪,看涨和看跌市场震荡是诱导EFA股票市场返回变异的主要贡献者。该研究的非参数稳健性结果突出了平均系列的不对称关系,而横跨方差序列的对称关系。该研究还将泰国报告为全球情绪冲击最敏感的市场。研究限制/含义 - EFA市场对这些全球情绪震动的敏感性突出了他们对投资者仅仅返回相关性和溢出的敏感性和影响。这些调查结果还表明,仅以传统的线性模型的回报形式溢出到新兴和前沿股票市场可能不合适。实际意义 - 本文支持投资者的行为方面,并从开发的市场情绪溢出到新兴和前沿市场的溢出,跨国际股市为非理性行为提供更合理的理由。原创性/值 - 使用制度交换模型应用的研究的动机是因为它具有与传统线性模型不同的不同制度的时变因果的能力。马尔可夫政权切换模型使用制度切换概率来捕获模型中的潜在不对称或非线性度,从而在研究的情况下,调整投资者情绪震荡到股票市场回报。它还有助于归因于外源事件的调整。

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