Short-Term Stock Selection Using News Based Indicators

Abstract

Calculating news sentiment indexes at the company level in real time offer a better understanding of the role of sentiment in asset pricing. This study shows how to construct these indexes, and how to create signals that can form the basis of a news-based short-term stock selection model. Overall, we find that news sentiment holds strong predictive power and delivers high risk-adjusted performance.