Exploratory Multivariate Analysis by Example Using R
Francois Husson,Jérôme Pagès,Sebastien Le
Language: English
Published by Taylor & Francis Ltd, 2020
Series: Book 15 of 23 - Chapman & Hall/CRC Computer Science & Data Analysis
- Softcover
- New
Seller: Agapea Libros, Malaga, MA, SpainAgapea Libros
AbeBooks seller since September 15, 2009
Condition: New
£ 82.63
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Add to basketItem description from seller
Idioma/Language: Inglés. 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. *** Nota: Los envíos a España peninsular, Baleares y Canarias se realizan a través de mensajería urgente. No aceptamos pedidos con destino a Ceuta y Melilla.…
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- Title
- Exploratory Multivariate Analysis by Example Using R
- Author
- Francois Husson,Jérôme Pagès,Sebastien Le
- Publisher
- Taylor & Francis Ltd
- Publication year
- 2020
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 036765802X
- ISBN 13
- 9780367658021
- Edition
- 2nd Edition
- Item weight
- 372 grams
- Series
- Book 15 of 23: Chapman & Hall/CRC Computer Science & Data Analysis
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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Agapea Libros
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