Lottery Preference for Factor Investing in China's A-Share Market *

Abstract

Using a comprehensive factor zoo, we document a notable factor MAX premium in the Chinese market. Factors with high maximum daily returns consistently outperform those with low maximum returns by 0.82% per month in the future, on a risk-adjusted basis. This premium remains robust controlling for various factor characteristics, and is not sensitive to the selection of factors. The factor MAX anomaly stands apart from lottery-type stock anomalies and contributes to elucidate most of these anomalies. The factor MAX premium concentrates in high-eigenvalue principal component factors, shedding light on the prevalent lottery preferences for factor investing in China's A-share market. We find factor MAX anomaly also exists in the United States and other G7 countries.

Keywords: JEL Classification: G12, G17 Anomaly, Factor investing, Lottery preference, Big data

JEL Classification: G12, G17