Permutation Tests for Univariate and Multivariate Ordered Categorical Data

Abstract

In this paper, we provide solutions for univariate and multivariate testing problems with ordered categorical variables by working within the nonparametric combination of dependent permutation tests (see Pesarin, 2001). Two applications and Monte Carlo simulations for power comparisons of NPC solutions to most competitors from the literature are shown.