Exploratory multivariate analysis by example using R

"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 discussi...

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Bibliographic Details
Main Authors Husson, François, 1970- (Author), Lê, Sébastien, 1973- (Author), Pagès, Jérôme, 1949- (Author)
Format Book
LanguageEnglish
Published Boca Raton : CRC Press, 2010
SeriesChapman & Hall/CRC computer science & data analysis series
Subjects
vícerozměrné statistické metody
statistická analýza
R (software)
multivariate analysis
statistical analysis
monografie
monographs
ISBN9781439835807
Physical Descriptionxii, 228 s. : il. ; 24 cm

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Summary:"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"-- Anotace od vydavatele
Bibliography:Obsahuje bibliografii a rejstřík
ISBN:9781439835807
Physical Description:xii, 228 s. : il. ; 24 cm

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