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.
Table of Content
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.
Language English ● Format PDF ● Pages 218 ● ISBN 9780387859569 ● File size 4.5 MB ● Publisher Springer New York ● City NY ● Country US ● Published 2009 ● Downloadable 24 months ● Currency EUR ● ID 2146433 ● Copy protection Social DRM