Permutation testing for goodness-of-fit and stochastic ordering with multivariate mixed variables

DOI10.1080/00949655.2020.1836182OpenAlexW3094168102MaRDI QIDQ5065259

Riccardo Ceccato, Luigi Salmaso, Rosa Arboretti

Publication date: 18 March 2022

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2020.1836182

zbMATH Keywords

permutation testsstochastic orderinggoodness-of-fithigh-dimensional datamultivariatemixed datasmall sample sizeNPC

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• R
• LaplacesDemon
• npmv
• GenOrd

Cites Work

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• A permutation test for umbrella alternatives
• Some new results on univariate and multivariate permutation tests for ordinal categorical variables under restricted alternatives
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• How to compare small multivariate samples using nonparametric tests
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• Rank tests for ordered alternatives in analysis of variance
• Multivariate small sample tests for two-way designs with applications to industrial statistics
• Permutation tests. A practical guide to resampling methods for testing hypotheses.
• Nonparametric methods in multivariate factorial designs for large number of factor levels
• Permutation Approaches for Stochastic Ordering
• Nonparametric Hypothesis Testing
• The Kolmogorov-Smirnov, Cramer-von Mises Tests
• Moment-based multivariate permutation tests for ordinal categorical data
• Finite-sample consistency of combination-based permutation tests with application to repeated measures designs
• Testing Marginal Homogeneity Against Stochastic Order in Multivariate Ordinal Data
• Comparisons of various types of normality tests
• Testing for Heterogeneity with Categorical Data: Permutation Solution vs. Bootstrap Method
• The Kolmogorov-Smirnov Test for Goodness of Fit
• Combining Independent Tests of Significance
• Characterizations of Complete Classes of Tests of Some Multiparametric Hypotheses, with Applications to Likelihood Ratio Tests

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