Canonical Analysis
Wiley-Blackwell (Publisher)
Published on 18. August 2022
Book
Hardback
240 pages
978-1-118-62981-9 (ISBN)
Description
Most multivariate analysis books are limited to a basic treatment of canonical variate analysis (CVA), this book provides an extensive and comprehensive treatment of CVA methods along with practical examples, many of which are drawn from the authors own experience. Written at an accessible level, this book explores ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. The theory is illustrated by the analyses of data sets from real life applications and case studies along with R code for performing analyses. Biplot visualisations form an integral part of this book and are illustrated with colour figures to demonstrate the different types of biplots relating to canonical analysis. Manifestations of canonical analysis are also discussed and include canonical correlation, discriminant analysis, multivariate analysis of variance, correspondence analysis and multiple correspondence analysis, and the analysis of dissimilarity matrices.
More details
Language
English
Place of publication
Chicester
United Kingdom
Publishing group
John Wiley and Sons Ltd
Target group
Professional and scholarly
Dimensions
Height: 229 mm
Width: 152 mm
ISBN-13
978-1-118-62981-9 (9781118629819)
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Schweitzer Classification