Data analysis and graphics using R an example - based approach John Maindonald and W. John Braun
Tipo de material:
TextoIdioma: Inglés Series Detalles de publicación: Cambridge, UK Cambridge University Press 2010Edición: Third editionDescripción: xxvi, 525 páginas ilustraciones 26 centímetrosISBN: - 9780521762939
- 519.50285 M3
Incluye bibliografía: páginas 495-506 e índice: páginas 507-525
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