Investor Sentiment and Paradigm Shifts in Equity Return Forecasting

Manag. Sci. Pub Date : 2022-04-05 DOI:10.1287/mnsc.2020.3834
Liya Chu, Xue-zhong He, Kai Li, Jun Tu
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引用次数: 7

Abstract

This study investigates the impact of investor sentiment on excess equity return forecasting. A high (low) investor sentiment may weaken the connection between fundamental economic (behavioral-based nonfundamental) predictors and market returns. We find that although fundamental variables can be strong predictors when sentiment is low, they tend to lose their predictive power when investor sentiment is high. Nonfundamental predictors perform well during high-sentiment periods while their predictive ability deteriorates when investor sentiment is low. These paradigm shifts in equity return forecasting provide a key to understanding and resolving the lack of predictive power for both fundamental and nonfundamental variables debated in recent studies. This paper was accepted by David Simchi-Levi, finance.
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投资者情绪与股票回报预测的范式转换
本研究探讨投资者情绪对股票超额收益预测的影响。高(低)投资者情绪可能会削弱基本经济(基于行为的非基本)预测指标与市场回报之间的联系。我们发现,尽管基本面变量在投资者情绪低落时可以成为强有力的预测因素,但当投资者情绪高涨时,它们往往会失去预测能力。非基本面预测指标在投资者情绪高涨时表现良好,而当投资者情绪低落时,它们的预测能力就会下降。股票收益预测中的这些范式转变为理解和解决最近研究中争论的基本和非基本变量缺乏预测能力提供了关键。这篇论文被David Simchi-Levi接受。
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