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Exploratory Multivariate Analysis by Example Using R (Paperback, 2nd edition): Francois Husson, Sebastien  Le, Jérôme Pagès Exploratory Multivariate Analysis by Example Using R (Paperback, 2nd edition)
Francois Husson, Sebastien Le, Jérôme Pagès
R1,507 Discovery Miles 15 070 Ships in 12 - 17 working days

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.

R for Statistics (Hardcover): Pierre-Andre Cornillon, Arnaud Guyader, Francois Husson, Nicolas Jegou, Julie Josse, Maela... R for Statistics (Hardcover)
Pierre-Andre Cornillon, Arnaud Guyader, Francois Husson, Nicolas Jegou, Julie Josse, …
R5,561 Discovery Miles 55 610 Ships in 12 - 17 working days

Although there are currently a wide variety of software packages suitable for the modern statistician, R has the triple advantage of being comprehensive, widespread, and free. Published in 2008, the second edition of Statistiques avec R enjoyed great success as an R guidebook in the French-speaking world. Translated and updated, R for Statistics includes a number of expanded and additional worked examples. Organized into two sections, the book focuses first on the R software, then on the implementation of traditional statistical methods with R. Focusing on the R software, the first section covers: Basic elements of the R software and data processing Clear, concise visualization of results, using simple and complex graphs Programming basics: pre-defined and user-created functions The second section of the book presents R methods for a wide range of traditional statistical data processing techniques, including: Regression methods Analyses of variance and covariance Classification methods Exploratory multivariate analysis Clustering methods Hypothesis tests After a short presentation of the method, the book explicitly details the R command lines and gives commented results. Accessible to novices and experts alike, R for Statistics is a clear and enjoyable resource for any scientist. Datasets and all the results described in this book are available on the book's webpage at http://www.agrocampus-ouest.fr/math/RforStat

R for Statistics (Paperback, New): Pierre-Andre Cornillon, Arnaud Guyader, Francois Husson, Nicolas Jegou, Julie Josse, Maela... R for Statistics (Paperback, New)
Pierre-Andre Cornillon, Arnaud Guyader, Francois Husson, Nicolas Jegou, Julie Josse, …
R1,724 Discovery Miles 17 240 Ships in 12 - 17 working days

Although there are currently a wide variety of software packages suitable for the modern statistician, R has the triple advantage of being comprehensive, widespread, and free. Published in 2008, the second edition of Statistiques avec R enjoyed great success as an R guidebook in the French-speaking world. Translated and updated, R for Statistics includes a number of expanded and additional worked examples.

Organized into two sections, the book focuses first on the R software, then on the implementation of traditional statistical methods with R.

Focusing on the R software, the first section covers:

  • Basic elements of the R software and data processing
  • Clear, concise visualization of results, using simple and complex graphs
  • Programming basics: pre-defined and user-created functions

The second section of the book presents R methods for a wide range of traditional statistical data processing techniques, including:

  • Regression methods
  • Analyses of variance and covariance
  • Classification methods
  • Exploratory multivariate analysis
  • Clustering methods
  • Hypothesis tests

After a short presentation of the method, the book explicitly details the R command lines and gives commented results. Accessible to novices and experts alike, R for Statistics is a clear and enjoyable resource for any scientist.

Datasets and all the results described in this book are available on the book s webpage at http: //www.agrocampus-ouest.fr/math/RforStat

Artisans Francais: Etude Historique Les Serruriers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Serruriers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R686 Discovery Miles 6 860 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Tapissiers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Tapissiers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R690 Discovery Miles 6 900 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Selliers-Carrossiers Et Les Bourreliers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Selliers-Carrossiers Et Les Bourreliers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R720 Discovery Miles 7 200 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Peintres En Batiments Doreurs Et Vitriers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Peintres En Batiments Doreurs Et Vitriers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R625 Discovery Miles 6 250 Ships in 10 - 15 working days
Historique Des Metiers Composant Le Groupe Et de Leurs Syndicats (French, Paperback): Francois Husson Historique Des Metiers Composant Le Groupe Et de Leurs Syndicats (French, Paperback)
Francois Husson
R993 Discovery Miles 9 930 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Menuisiers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Menuisiers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R688 Discovery Miles 6 880 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Macons Et Tailleurs de Pierre (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Macons Et Tailleurs de Pierre (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R627 Discovery Miles 6 270 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Charpentiers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Charpentiers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R627 Discovery Miles 6 270 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Miroitiers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Miroitiers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R627 Discovery Miles 6 270 Ships in 10 - 15 working days
Artisans Francais: Etude Historique Les Couvreurs Et Les Plombiers (French, Paperback): Francois Husson Artisans Francais: Etude Historique Les Couvreurs Et Les Plombiers (French, Paperback)
Francois Husson; Contributions by Marchal Et Billard
R690 Discovery Miles 6 900 Ships in 10 - 15 working days
L'Architecture Ferronniere, Recueil de Planches Gravees A l'Usage de Tous Ceux Qu'interessent - La Construction... L'Architecture Ferronniere, Recueil de Planches Gravees A l'Usage de Tous Ceux Qu'interessent - La Construction En Fer Et La Serrurerie d'Art; Exemples de Construction... (French, Paperback)
Francois Husson
R528 Discovery Miles 5 280 Ships in 10 - 15 working days
Exploratory Multivariate Analysis by Example Using R (Hardcover, 2nd edition): Francois Husson, Sebastien  Le, Jerome Pages Exploratory Multivariate Analysis by Example Using R (Hardcover, 2nd edition)
Francois Husson, Sebastien Le, Jerome Pages
R2,952 Discovery Miles 29 520 Ships in 12 - 17 working days

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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