Exploratory Multivariate Analysis by Example Using R (Chapman & Hall/CRC Computer Science & Data Analysis) - Tapa dura

Husson, Francois; Le, Sebastien; Pagès, Jérôme

 
9781138196346: Exploratory Multivariate Analysis by Example Using R (Chapman & Hall/CRC Computer Science & Data Analysis)
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ISBN 10: 1138196347 ISBN 13: 9781138196346
Editorial: Chapman and Hall/CRC, 2017

Sinopsis

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.

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Acerca del autor

Francois Husson, Sebastien Le, Jérôme Pagès

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2017
Idioma
Inglés
ISBN 10 
1138196347
ISBN 13 
9781138196346
Encuadernación
Tapa dura
Número de edición
2
Número de páginas
262
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Alemania

Otras ediciones populares con el mismo título

9780367658021: Exploratory Multivariate Analysis by Example Using R (Chapman & Hall/CRC Computer Science & Data Analysis)

Edición Destacada

ISBN 10:  036765802X ISBN 13:  9780367658021
Editorial: Chapman and Hall/CRC, 2020
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