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Data analysis and graphics using R : an example-based approach
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| Auteurs principaux : | , |
|---|---|
| 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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