What Does Investor Sentiment Reflect: Animal Spirits or Risks?

S. Sohn
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引用次数: 1

Abstract

The role of investor sentiment in the stock market has attracted attentions of many economists. Previous papers show that investor sentiment has return predictability and it is more pronounced among stocks that are more difficult to value and/or to arbitrage, and emphasize the behavioral role of investor sentiment. However, it still remains unclear whether this predictability is actually due to a causal effect of autonomous animal spirits or not. Alternatively, investor sentiment may simply reflect systematic risks, which would affect stock returns. In this alternative case, the predictability would be mere coincidence, not causation. In this paper, I try to understand the meaning of innovations in investor sentiment. I use the investor sentiment index constructed by Baker and Wurgler (2006). I set up a structural model in which sentiment innovations arise from both animal spirit shocks and several risk shocks, and animal spirit shocks could affect stock returns. By matching impulse response functions from data simulated by the theoretical model to those from the actual US data, I estimate parameters in the model. The estimated model moderately replicates the historical data in the actual stock market. The estimation results show that a substantial amount of variation in investor sentiment is explained by systematic risk shocks as well as by animal spirit shocks, and that animal spirit shocks can have significant effects on stock returns. The findings suggest that investor sentiment is a noisy proxy of animal spirits and autonomous animal spirits are at least in part responsible for the apparent return predictability of investor sentiment.
投资者情绪反映了什么:动物精神还是风险?
投资者情绪在股票市场中的作用引起了许多经济学家的关注。前人的研究表明,投资者情绪具有收益可预测性,且在难以估值和/或套利的股票中表现得更为明显,并强调了投资者情绪的行为作用。然而,目前尚不清楚这种可预测性是否实际上是由于自主动物精神的因果效应。或者,投资者情绪可能只是反映了系统性风险,这将影响股票回报。在这种情况下,可预测性仅仅是巧合,而不是因果关系。在本文中,我试图理解投资者情绪创新的意义。我使用的是Baker和Wurgler(2006)构建的投资者情绪指数。我建立了一个结构模型,其中情绪创新产生于动物精神冲击和若干风险冲击,动物精神冲击会影响股票收益。通过将理论模型模拟数据的脉冲响应函数与美国实际数据的脉冲响应函数进行匹配,我估计了模型中的参数。估计模型适度地复制了实际股票市场的历史数据。估计结果表明,投资者情绪的大量变化可以用系统性风险冲击和动物精神冲击来解释,并且动物精神冲击对股票收益有显著影响。研究结果表明,投资者情绪是动物精神的嘈杂代表,而自主的动物精神至少在一定程度上要对投资者情绪的明显回报可预测性负责。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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