Permutation testing for multivariate stochastic ordering and ANOVA designs is a fundamental issue in many scientific fields such as medicine, biology, pharmaceutical studies, engineering, economics, psychology, and social sciences. This book presents new advanced methods and related R codes to perform complex multivariate analyses. The prerequisites are a standard course in statistics and some background in multivariate analysis and R software.
Tabella dei contenuti
I Stochastic Ordering.- Ordinal Data.- Multivariate Ordinal Data.- Multivariate Continuous Data.- Permutation Tests.- II Nonparametric ANOVA.- Nonparametric One-Way ANOVA.- Synchronized Permutation Tests in Two-way ANOVA.- Permutation Tests for Unreplicated Factorial Designs.
Lingua Inglese ● Formato PDF ● Pagine 218 ● ISBN 9780387859569 ● Dimensione 4.5 MB ● Casa editrice Springer New York ● Città NY ● Paese US ● Pubblicato 2009 ● Scaricabile 24 mesi ● Moneta EUR ● ID 2146433 ● Protezione dalla copia DRM sociale