Cover image for Exploratory multivariate analysis by example using R
Title:
Exploratory multivariate analysis by example using R
Author:
Husson, Franȯis.
ISBN:
9781439835814
Publication Information:
Boca Raton : CRC Press, 2011.
Physical Description:
xii, 228 p. : ill.
Series:
Chapman & Hall/CRC computer science & data analysis
Series Title:
Chapman & Hall/CRC computer science & data analysis
Contents:
1. Principal component analysis (PCA) -- 2. Correspondence analysis (CA) -- 3. Multiple correspondence analysis (MCA) -- 4. Clustering.
Abstract:
"An introduction to exploratory techniques for multivariate data analysis, this book covers the key methodology, including principal components analysis, correspondence analysis, mixed models and multiple factor analysis. The authors take a practical approach, with examples leading the discussion of the methods and lots of graphics to emphasize visualization. They present the concepts in the most intuitive way possible, keeping mathematical content to a minimum or relegating it to the appendices. The book includes examples that use real data from a range of scientific disciplines and implemented using an R package developed by the authors"-- Provided by publisher.
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