Kruskal Wallis: non parametric counterpart of one way ANOVA

When the residuals are not normal or when the data are discrete, you are not allowed to do ANOVA. In that case you can use the Kruskal Wallis test when you want to compare more than two groups defined by a single grouping variable.

Post hoc tests after Kruskal Wallis