Interactive and Dynamic Graphics for Data Analysis : With R and Ggobi
This richly illustrated book describes the use of interactive and dynamic graphics as part of multidimensional data analysis. Chapters include clustering, supervised classification, and working with missing values. A variety of plots and interaction methods are used in each analysis, often starting...
Gardado en:
| Auteurs principaux: | , |
|---|---|
| Outros autores: | |
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado: |
New York, NY :
Springer New York
[20..].
Cham : Springer Nature |
| Edición: | 1st ed. 2007. |
| Series: | Use R!
|
| Sujets: | |
| Acceso en liña: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
L'impression du document génère 201 p. Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Interactive and dynamic graphics for data analysis, with R and GGobi, Dianne Cook, Deborah F. Swayne, New York, Springer, 2007, 1 vol. (XVII-188 p.), Use R !, 978-0-387-71761-6 • Interactive and Dynamic Graphics for Data Analysis, Texte imprimé, 9780387518862 • Interactive and dynamic graphics for data analysis, with R and GGobi, Dianne Cook, Deborah F. Swayne, New York, Springer, 2007, 1 vol. (XVII-188 p.), Use R !, 978-0-387-71761-6 |
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| 100 | 1 | |a Cook, Dianne. | |
| 245 | 1 | 0 | |a Interactive and Dynamic Graphics for Data Analysis : |b With R and Ggobi |c Dianne Cook, Deborah F. Swayne ; with contributions by Andreas Buja ... [et al.]. |
| 250 | |a 1st ed. 2007. | ||
| 260 | |a New York, NY : |b Springer New York. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Use R! |x 2197-5744 | |
| 500 | |a L'impression du document génère 201 p. | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 504 | |a Bibliogr. Index | ||
| 505 | | | |a Contient des exercices | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a This richly illustrated book describes the use of interactive and dynamic graphics as part of multidimensional data analysis. Chapters include clustering, supervised classification, and working with missing values. A variety of plots and interaction methods are used in each analysis, often starting with brushing linked low-dimensional views and working up to manual manipulation of tours of several variables. The role of graphical methods is shown at each step of the analysis, not only in the early exploratory phase, but in the later stages, too, when comparing and evaluating models. All examples are based on freely available software: GGobi for interactive graphics and R for static graphics, modeling, and programming. The printed book is augmented by a wealth of material on the web, encouraging readers follow the examples themselves. The web site has all the data and code necessary to reproduce the analyses in the book, along with movies demonstrating the examples. The book may be used as a text in a class on statistical graphics or exploratory data analysis, for example, or as a guide for the independent learner. Each chapter ends with a set of exercises. The authors are both Fellows of the American Statistical Association, past chairs of the Section on Statistical Graphics, and co-authors of the GGobi software. Dianne Cook is Professor of Statistics at Iowa State University. Deborah Swayne is a member of the Statistics Research Department at AT&T Labs | ||
| 630 | |a R |n logiciel | ||
| 650 | |a Analyse des données |x Méthodes graphiques | ||
| 650 | |a Systèmes d'affichage | ||
| 650 | |a Statistique |x Méthodes graphiques | ||
| 650 | |a Méthodes graphiques | ||
| 700 | 1 | |a Swayne, Deborah F. |4 aut | |
| 700 | 1 | |a Buja, Andreas. |4 clb | |
| 776 | 0 | |0 126186405 |t Interactive and dynamic graphics for data analysis |o with R and GGobi |f Dianne Cook, Deborah F. Swayne |c New York |n Springer |d 2007 |p 1 vol. (XVII-188 p.) |s Use R ! |z 978-0-387-71761-6 | |
| 776 | 0 | |t Interactive and Dynamic Graphics for Data Analysis |b Texte imprimé |z 9780387518862 | |
| 776 | 0 | |0 126186405 |t Interactive and dynamic graphics for data analysis |o with R and GGobi |f Dianne Cook, Deborah F. Swayne |c New York |n Springer |d 2007 |p 1 vol. (XVII-188 p.) |s Use R ! |z 978-0-387-71761-6 | |
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