Weather Sentiment and Stock Returns. Evidence from China

This paper introduces a weather condition-based sentiment index for Chinese A-share market based on precipitation and temperature data with PLS method. We find that weather sentiment is negatively correlated with equity market returns and owns strong predictive power after controlling other macroeconomic variables. The predictability also holds under the characteristic portfolios. Empirical evidence shows the source of predictability mainly derives from market liquidity forecasting