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Exploratory Multivariate Analysis by Example Using R (Chapman & Hall/CRC

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Item specifics

Condition
Brand new: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
EAN
9780367658021
UPC
9780367658021
ISBN
9780367658021
MPN
N/A
Book Title
Exploratory Multivariate Analysis by Example Using
Item Length
23.4 cm

About this product

Product Information

Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R, Second Edition focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when variables are quantitative, correspondence analysis (CA) and multiple correspondence analysis (MCA) when variables are categorical, and hierarchical cluster analysis. The authors take a geometric point of view that provides a unified vision for exploring multivariate data tables. Within this framework, they present the principles, indicators, and ways of representing and visualising objects that are common to the exploratory methods. The authors show how to use categorical variables in a PCA context in which variables are quantitative, how to handle more than two categorical variables in a CA context in which there are originally two variables, and how to add quantitative variables in an MCA context in which variables are categorical. They also illustrate the methods using examples from various fields, with related R code accessible in the FactoMineR package developed by the authors.

Product Identifiers

Publisher
Taylor & Francis LTD
ISBN-13
9780367658021
eBay Product ID (ePID)
3046670195

Product Key Features

Number of Pages
248 Pages
Publication Name
Exploratory Multivariate Analysis by Example Using R
Language
English
Subject
Mathematics
Publication Year
2020
Type
Textbook
Subject Area
Experimental Psychology
Author
Sebastien Le, Jerome Pages, Francois Husson
Format
Paperback

Dimensions

Item Height
234 mm
Item Weight
485 g
Item Width
156 mm

Additional Product Features

Country/Region of Manufacture
United Kingdom
Title_Author
Francois Husson, Sebastien Le, Jerome Pages

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