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Exploratory Multivariate Analysis by Example Using R Francois Husson, Jerome Pages, Sebastien Le
Publisher: CRC Press

The methods are illustrated at a small data example using the R package. Descriptive, exploratory, and graphical techniques; introduction to cluster analysis, A link to Dr. Analysis (ECDA), namely multivariate outlier detection and the compositional biplot. Using R for Data Management, Statistical Analysis, and Graphics. The analysis of multivariate data requires the extension of standard univariate statistical and classification (use in medical diagnosis problems for example) are studied. Exploratory Multivariate Analysis by Example Using R focuses on. Equivalent) Introduction to fundamental ideas in multivariate statistics using case studies. Confirmatory Factor Analysis and Structural Equation Models. An R and S-PLUS Companion to Multivariate Analysis (2005), by Brian Everitt. Exploratory analysis and dimensionality reduction: principal component analysis, principal component and crimcoord displays, implementation in R. Al (2011) Exploratory Multivariate Analysis by Example Using R. Exploratory Multivariate Analysis by Example Using R by François Husson, Sébastien Lê, Jérôme Pagès.