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Nonparametric hypothesis testing : rank and permutation methods with applications in R / Stefano Bonnini [and three others].

Published
Chichester, England : Wiley, 2014.
Copyright Date
©2014
Physical Description
1 online resource (254 pages) : illustrations
Additional Creators
Bonnini, Stefano
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Contents
Machine generated contents note: 1.One- and two-sample location problems, tests for symmetry and tests on a single distribution -- 1.1.Introduction -- 1.2.Nonparametric tests -- 1.2.1.Rank tests -- 1.2.2.Permutation tests and combination based tests -- 1.3.Univariate one-sample tests -- 1.3.1.The Kolmogorov goodness-of-fit test -- 1.3.2.A univariate permutation test for symmetry -- 1.4.Multivariate one-sample tests -- 1.4.1.Multivariate rank test for central tendency -- 1.4.2.Multivariate permutation test for symmetry -- 1.5.Univariate two-sample tests -- 1.5.1.The Wilcoxon (Mann-Whitney) test -- 1.5.2.Permutation test on central tendency -- 1.6.Multivariate two-sample tests -- 1.6.1.Multivariate tests based on rank -- 1.6.2.Multivariate permutation test on central tendency -- References -- 2.Comparing variability and distributions -- 2.1.Introduction -- 2.2.Comparing variability -- 2.2.1.The Ansari--Bradley test -- 2.2.2.The permutation Pan test -- 2.2.3.The permutation O'Brien test -- 2.3.Jointly comparing central tendency and variability -- 2.3.1.The Lepage test -- 2.3.2.The Cucconi test -- 2.4.Comparing distributions -- 2.4.1.The Kolmogorov-Smirnov test -- 2.4.2.The Cramer-von Mises test -- References -- 3.Comparing more than two samples -- 3.1.Introduction -- 3.2.One-way ANOVA layout -- 3.2.1.The Kruskal--Wallis test -- 3.2.2.Permutation ANOVA in the presence of one factor -- 3.2.3.The Mack--Wolfe test for umbrella alternatives -- 3.2.4.Permutation test for umbrella alternatives -- 3.3.Two-way ANOVA layout -- 3.3.1.The Friedman rank test for unreplicated block design -- 3.3.2.Permutation test for related samples -- 3.3.3.The Page test for ordered alternatives -- 3.3.4.Permutation analysis of variance in the presence of two factors -- 3.4.Pairwise multiple comparisons -- 3.4.1.Rank-based multiple comparisons for the Kruskal-Wallis test -- 3.4.2.Permutation tests for multiple comparisons -- 3.5.Multivariate multisample tests -- 3.5.1.A multivariate multisample rank-based test -- 3.5.2.A multivariate multisample permutation test -- References -- 4.Paired samples and repeated measures -- 4.1.Introduction -- 4.2.Two-sample problems with paired data -- 4.2.1.The Wilcoxon signed rank test -- 4.2.2.A permutation test for paired samples -- 4.3.Repeated measures tests -- 4.3.1.Friedman rank test for repeated measures -- 4.3.2.A permutation test for repeated measures -- References -- 5.Tests for categorical data -- 5.1.Introduction -- 5.2.One-sample tests -- 5.2.1.Binomial test on one proportion -- 5.2.2.The McNemar test for paired data (or bivariate responses) with binary variables -- 5.2.3.Multivariate extension of the McNemar test -- 5.3.Two-sample tests on proportions or 2 X 2 contingency tables -- 5.3.1.The Fisher exact test -- 5.3.2.A permutation test for comparing two proportions -- 5.4.Tests for R X C contingency tables -- 5.4.1.The Anderson-Darling permutation test for R X C contingency tables -- 5.4.2.Permutation test on moments -- 5.4.3.The chi-square permutation test -- References -- 6.Testing for correlation and concordance -- 6.1.Introduction -- 6.2.Measuring correlation -- 6.3.Tests for independence -- 6.3.1.The Spearman test -- 6.3.2.The Kendall test -- 6.4.Tests for concordance -- 6.4.1.The Kendall-Babington Smith test -- 6.4.2.A permutation test for concordance -- References -- 7.Tests for heterogeneity -- 7.1.Introduction -- 7.2.Statistical heterogeneity -- 7.3.Dominance in heterogeneity -- 7.3.1.Geographical heterogeneity -- 7.3.2.Market segmentation -- 7.4.Two-sided and multisample test -- 7.4.1.Customer satisfaction -- 7.4.2.Heterogeneity as a measure of uncertainty -- 7.4.3.Ethnic heterogeneity -- 7.4.4.Reliability analysis -- References.
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ISBN
9781119952374
9781118763476 (e-book)
Note
Electronic reproduction. Palo Alto, Calif. : ebrary, 2015. Available via World Wide Web. Access may be limited to ebrary affiliated libraries.
Bibliography Note
Includes bibliographical references at the end of each chapters and index.
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