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Multivariate Statistical Methods A Primer 4th Edition by Bryan F J Manly, Jorge A Navarro Alberto ISBN 1498728960 9781498728966

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Multivariate Statistical Methods A Primer 4th Edition Bryan F.J. Manly Digital Instant Download

Author(s): Bryan F.J. Manly, Jorge A. Navarro Alberto
ISBN(s): 9781498728966, 1498728960
Edition: 4
File Details: PDF, 2.11 MB
Year: 2016
Language: english
SKU: EB-5597738 Category: Tags: ,

Multivariate Statistical Methods A Primer 4th Edition by Bryan F.J. Manly, Jorge A. Navarro Alberto – Ebook PDF Instant Download/Delivery: 1498728960, 9781498728966

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Product details:

ISBN 10: 1498728960

ISBN 13: 9781498728966 

Author: Bryan F.J. Manly, Jorge A. Navarro Alberto

Multivariate Statistical Methods: A Primer provides an introductory overview of multivariate methods without getting too deep into the mathematical details. This fourth edition is a revised and updated version of this bestselling introductory textbook. It retains the clear and concise style of the previous editions of the book and focuses on examples from biological and environmental sciences. The major update with this edition is that R code has been included for each of the analyses described, although in practice any standard statistical package can be used.

The original idea with this book still applies. This was to make it as short as possible and enable readers to begin using multivariate methods in an intelligent manner. With updated information on multivariate analyses, new references, and R code included, this book continues to provide a timely introduction to useful tools for multivariate statistical analysis.

Table of contents:

Chapter 1 The material of multivariate analysis
Chapter 2 Matrix algebra
Chapter 3 Displaying multivariate data
Chapter 4 Tests of significance with multivariate data
Chapter 5 Measuring and testing multivariate distances
Chapter 6 Principal components analysis
Chapter 7 Factor analysis
Chapter 8 Discriminant function analysis
Chapter 9 Cluster analysis
Chapter 10 Canonical correlation analysis
Chapter 11 Multidimensional scaling
Chapter 12 Ordination
Chapter 13 Epilogue

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Tags: Bryan F J Manly, Jorge A Navarro Alberto, Multivariate, Statistical Methods, Primer