Based on the model of weighted nonparametric estimation, the study aims to investigate liquidity impact on sector … returns in Stock Exchanges in China. The two results are empirically shown using the data of financial services, traffic … and liquidity is found and the expected returns of sectors are obviously reduced with liquidity impact. Second, the …