On multidimensional inequality with variable distribution mean

► We compare multidimensional distributions in terms of inequality. ► We extend HLP Theorem to multivariate distributions with different marginal means. ► We provide a method to establish if one distribution is more unequal than another. ► We characterize a taxation scheme preserving the inequality criterion we propose.