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An R and S-PLUS companion to multivariate analysis

Author: Brian Everitt
Publisher: London : Springer, ©2005.
Series: Springer texts in statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
"In this book the core multivariate methodology is covered along with some basic theory for each method described. The necessary R and S-PLUS code is given for each analysis in the book, with any differences between the two highlighted. A website with all the datasets and code used in the book can be found at http://biostatistics.iop.kcl.ac.uk/publications/everitt/." "Graduate students and advanced undergraduates on  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Brian Everitt
ISBN: 1852338822 9781852338824 9781852339296 1852339292
OCLC Number: 55681578
Description: xiii, 221 pages : illustrations ; 25 cm.
Contents: 1. Multivariate data and multivariate analysis --
2. Looking at multivariate data --
3. Principal components analysis --
4. Exploratory factor analysis --
5. Multidimensional scaling and correspondence analysis --
6. Cluster analysis --
7. Grouped multivariate data : multivariate analysis of variance and discriminant function analysis --
8. Multiple regression and canonical correlation --
9. Analysis of repeated measures data --
App. An aide memoir for R and S-PLUS.
Series Title: Springer texts in statistics.
Responsibility: Brian S. Everitt.
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Abstract:

Applied statisticians often need to perform analyses of multivariate data; for these they will typically use one of the statistical software packages, S-Plus or R. This book sets out how to use these  Read more...

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From the reviews: "This text is much more than just an R/S programming guide. Brian Everitt's expertise in multivariate data analysis shines through brilliantly." Journal of the American Statistical Read more...

 
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