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The importance of fear: investor sentiment and stock market returns

机译:恐惧的重要性:投资者情绪和股市回报

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The presence of investor sentiment pushes asset prices away from the equilibrium level justified by underlying fundamentals. While sentiment is not directly observable, identifying appropriate proxies and, quantifying the impact of sentiment on asset prices is an important topic. Asset prices that do not appropriately reflect fundamental values may result in inefficient allocation of capital - impacting portfolio allocation decisions and the cost of capital. Utilizing a number of sentiment proxies, over the period 1990-2015, we demonstrate a strong relationship between investor sentiment and stock returns that is consistent with theoretical explanations of sentiment. We determine that implied volatility index (VIX) is the preferred measure of sentiment in terms of improving model fit and adding explanatory power. Causality tests suggest that investor fear (VIX) drives returns across firm-size and value, and also across industry. We also illustrate that firms that are more subjective to value, or face limits to arbitrage, such as small-cap stocks, or those in the business equipment (technology) or telecoms industry, are most responsive to changes investor sentiment. Finally, we demonstrate that sentiment has a greater influence on market returns during recession, when sentiment is at its lowest ebb, and this is particularly true for those stocks most susceptible to speculative demand.
机译:投资者情绪的存在使资产价格远离基本面所证明的均衡水平。虽然无法直接观察到情绪,但确定合适的代理并量化情绪对资产价格的影响是重要的主题。资产价格未能适当反映基本价值,可能会导致资本分配效率低下,从而影响投资组合分配决策和资本成本。在1990年至2015年期间,我们使用了许多情绪代理,证明了投资者情绪与股票收益之间的牢固关系,这与对情绪的理论解释是一致的。我们确定隐含波动率指数(VIX)是从改善模型拟合和增加解释力方面的观点的首选指标。因果关系测试表明,投资者恐惧感(VIX)在公司规模和价值以及整个行业中推动着回报。我们还说明,对价值更具主观性或面临套利限制的公司(例如小盘股或商业设备(技术)或电信行业的公司)对投资者情绪的变化反应最快。最后,我们证明了当情绪处于最低潮时,情绪在衰退期间对市场收益的影响更大,对于那些最容易受到投机性需求影响的股票尤其如此。

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