Permutation tests for stochastic ordering and ANOVA: theory and applications with R

Permutation testing for multivariate stochastic ordering and ANOVA designs isa 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. Easy to understandmultivariate methods for testing for a trend and for complex experimental designs Availability of R functions for all multivariate testing problems Easy tounderstand treatment of ordinal and continuous data INDICE: Permutation Tests.- Ordinal data.- Multivariate ordinal data.- Multivariate continuous data.- Nonparametric one-way ANOVA.- Synchronized Permutation Tests in Two-way ANOVA.- Permutation tests for unreplicated factorial designs.

• ISBN: 978-0-387-85955-2
• Editorial: Springer
• Encuadernacion: Rústica
• Páginas: 230
• Fecha Publicación: 01/04/2009
• Nº Volúmenes: 1
• Idioma: Inglés