When the market return is introduced as an additional predictor, we find that the out-of-sample R2 slightly increases for the pairs (rm,t, Skvw, t) and (rm,t, Skew, t), which also pass the encompassing test. AC and SII are the only additional variables that pass the encompassing test at the 5% significance level.