Permutation Tests for Stochastic Ordering and ANOVA Theory and Applications with R /

• Main Authors: Solari, Aldo (Author), Salmaso, Luigi (Author), Pesarin, Fortunato (Author), Basso, Dario (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2009.
• Edition: 1.
• Series: Lecture Notes in Statistics, 194
• Subjects: Statistics.; Computer simulation.; Quality control.; Reliability.; Industrial safety.; Statistical Theory and Methods.; Simulation and Modeling.; Quality Control, Reliability, Safety and Risk.

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 perfo...

Table of Contents:

• 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.