Data analysis and graphics using R : an example-based approach

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Détails bibliographiques
Auteurs principaux : Maindonald John Hilary (Auteur), Braun John (Auteur)
Format : Livre
Langue : anglais
Titre complet : Data analysis and graphics using R : an example-based approach / John Maindonald and W. John Braun
Édition : 3e édition revue et augmentée
Publié : Cambridge, New York [etc.] : Cambridge University Press , cop. 2010
Description matérielle : 1 vol. (XXVIII-525 p.-[12] p. de pl.)
Collection : Cambridge series in statistical and probabilistic mathematics (Print)
Contenu : Machine generated contents note: Preface; Content - how the chapters fit together; 1. A brief introduction to R; 2. Styles of data analysis; 3. Statistical models; 4. A review of inference concepts; 5. Regression with a single predictor; 6. Multiple linear regression; 7. Exploiting the linear model framework; 8. Generalized linear models and survival analysis; 9. Time series models; 10. Multi-level models, and repeated measures; 11. Tree-based classification and regression; 12. Multivariate data exploration and discrimination; 13. Regression on principal component or discriminant scores; 14. The R system - additional topics; 15. Graphs in R; Epilogue; Index of R symbols and functions; Index of authors
Sujets :
Documents associés : Autre format: Data analysis and graphics using R
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