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Asymmetric Relationship between Investors' Sentiment and Stock Returns: Evidence from a Quantile Non-causality Test

机译:投资者情绪与股票收益之间的不对称关系:分位数非因果关系检验的证据

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摘要

This study investigates the causal relationship between investor sentiment and stock returns in the USA by conducting a quantile Granger non-causality test. Employing two proxies for investor sentiment - the sentiment index developed by Baker and Wurgler in 2007 and the University of Michigan Consumer Survey, a consumer confidence index - we find that the causal relationship between investor sentiment and stock returns strengthens when a tail quantile interval is considered. This finding implies that the investor sentiment could provide the incremental predictability for the stock returns under the extreme market situation, which cannot be found using a traditional Granger causality test. Interestingly, the findings can be explained by investors' loss aversion and herding behavior.
机译:本研究通过进行分位数Granger非因果关系检验,研究了美国投资者情绪与股票收益之间的因果关系。运用两个代表投资者情绪的指标-Baker和Wurgler于2007年制定的情绪指数以及密歇根大学消费者调查公司的消费者信心指数-我们发现,考虑尾部分位数间隔,投资者情绪与股票收益之间的因果关系会增强。这一发现暗示着投资者的情绪可以为极端市场情况下的股票收益提供增量的可预测性,而这是传统的格兰杰因果关系检验无法找到的。有趣的是,这些发现可以用投资者的损失厌恶和羊群行为来解释。

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  • 来源
    《International review of finance》 |2017年第4期|617-626|共10页
  • 作者

    Li Haiqi; Guo Yu; Park Sung Y.;

  • 作者单位

    Hunan Univ, Coll Finance & Stat, Changsha, Hunan, Peoples R China|Cornell Univ, Dept Econ, Ithaca, NY 14853 USA;

    Hunan Univ, Coll Finance & Stat, Changsha, Hunan, Peoples R China;

    Chung Ang Univ, Sch Econ, 84 Heukseok Ro, Seoul, South Korea;

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  • 正文语种 eng
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