预测能力
衡平法
情绪分析
经济
计量经济学
行为经济学
金融经济学
计算机科学
财务
人工智能
政治学
认识论
哲学
法学
作者
Liya Chu,Xue‐Zhong He,Kai Li,Jun Tu
出处
期刊:Management Science
[Institute for Operations Research and the Management Sciences]
日期:2022-04-05
卷期号:68 (6): 4301-4325
被引量:19
标识
DOI:10.1287/mnsc.2020.3834
摘要
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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