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 : |
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Documents associés : |
Autre format:
Data analysis and graphics using R
|