Permutation Tests for Univariate and Multivariate Ordered Categorical Data

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 soluti...

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Bibliographic Details
Main Authors: Fortunato Pesarin, Luigi Salmaso
Format: Article
Language:English
Published: Austrian Statistical Society 2016-04-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/378
Description
Summary: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.
ISSN:1026-597X