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Dynamic analysis of sin stocks and investor sentiment

机译:犯罪股票和投资者情绪的动态分析

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Purpose - The purpose of this paper is to examine the temporal impact of individual and institutional investor sentiment on sin stock returns. Design/methodology/approach - The authors estimate vector autoregressive models (VARs) to assess the dynamic relationships amongst pure sin returns and both types of investor sentiment. The justification for estimating VARs is that it allows one to study the potential influence that shocks (i.e. innovations) in individual and institutional investor sentiment might have on pure sin returns over time. Sin stock returns are separated into a market-based and pure sin component. Additionally, the authors split both measures of investor sentiment into rational- and irrational-based components. Findings - This study finds that shocks to both individual and institutional rational-based sentiment positively influence pure sin returns for up to four months. However, irrational-based shocks have a positive, weaker and insignificant effect on pure sin returns. In addition, the results for the pure sin portfolio are compared to the S&P 500 and a comparables portfolio. The results show that sin stocks are less responsive than the S&P and the comparables portfolio to shocks in investor sentiment. Originality/value - This study addresses some of the limitations found in the only prior study of sin stocks and investor sentiment (Perez Listen, 2016). Specially, this study investigates the link between sin stocks and sentiment in a dynamic context and also focuses the analysis on pure sin returns.
机译:目的-本文的目的是研究个人和机构投资者情绪对股票收益的时间影响。设计/方法/方法-作者估计向量自回归模型(VAR),以评估纯净收益与两种投资者情绪之间的动态关系。估计VAR的理由是,它允许人们研究随着时间的推移,个人和机构投资者情绪中的冲击(即创新)可能对纯粹的犯罪收益产生的潜在影响。罪恶的股票收益分为基于市场的纯粹罪恶部分。此外,作者将两种投资者情绪指标分为基于理性和非理性的部分。调查结果-这项研究发现,对个人和机构基于理性的情绪的冲击,在长达四个月的时间里都会对纯罪恶收益产生积极影响。然而,基于非理性的冲击对纯正罪孽的回馈产生积极,微弱和微不足道的影响。此外,将纯正投资组合的结果与标准普尔500和可比投资组合进行了比较。结果表明,与标准普尔及可比投资组合相比,犯罪股票对投资者情绪冲击的反应较弱。原创性/价值-这项研究解决了在先前对犯罪股票和投资者情绪的唯一研究中发现的一些局限性(Perez Listen,2016)。特别是,本研究在动态的背景下调查了罪犯存量与情绪之间的联系,并将分析重点放在了纯罪恶收益上。

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