Overview
- Easy to understand multivariate methods for testing for a trend and for complex experimental designs
- Availability of R functions for all multivariate testing problems
- Easy to understand treatment of ordinal and continuous data
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Statistics (LNS, volume 194)
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Table of contents (7 chapters)
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Front Matter
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Stochastic Ordering
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Front Matter
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Part I Stochastic Ordering
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Nonparametric ANOVA
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Front Matter
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Back Matter
Keywords
About this book
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.
Reviews
From the reviews:
“…Contributions to the permutation test literature are useful and handy…This latest…, from the camp of established leaders in this field, is no exception…Overall, this is an excellent book that should be read… widely, instead of just by those researchers working with permutations methods… A serious book that would make an excellent contribution to the professional library of any serious statistician, whether or not this statistician has previously used permutation tests.” (Biometrics)
“Students in courses on permutation methods and theoretical or applied statisticians interested in permutation methods. … The text contains the necessary formulas and algorithms for those who want to study the theoretical foundation of the methods that are presented, but also examples … are useful for the more applied statistician. … The book could be used as a textbook for an advanced course in statistics covering these subjects or as a reference book for theoretical or applied statisticians interested in permutation tests.” (Andreas Rosenblad, International Statistical Review, Vol. 78 (3), 2010)
Bibliographic Information
Book Title: Permutation Tests for Stochastic Ordering and ANOVA
Book Subtitle: Theory and Applications with R
Authors: Aldo Solari, Luigi Salmaso, Fortunato Pesarin, Dario Basso
Series Title: Lecture Notes in Statistics
DOI: https://doi.org/10.1007/978-0-387-85956-9
Publisher: Springer New York, NY
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer-Verlag New York 2009
Softcover ISBN: 978-0-387-85955-2Published: 28 April 2009
eBook ISBN: 978-0-387-85956-9Published: 20 April 2009
Series ISSN: 0930-0325
Series E-ISSN: 2197-7186
Edition Number: 1
Number of Pages: XIV, 218
Topics: Statistical Theory and Methods, Simulation and Modeling, Quality Control, Reliability, Safety and Risk