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Data analysis and graphics using R : an example-based approach /
"Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, powerful tools that the R system provides. The emphasis is on hands-on analysis, graphical display, and interpretat...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge ; New York :
Cambridge University Press,
©2010.
|
| Edición: | 3rd ed. |
| Colección: | Cambridge series on statistical and probabilistic mathematics ;
10. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- A brief introduction to R
- Styles of data analysis
- Statistical models
- A review of inference concepts
- Regression with a single predictor
- Multiple linear regression
- Exploiting the linear model framework
- Generalized linear models and survival analysis
- Time series models
- Multi-level models, and repeated measures
- Tree-based classification and regression
- Multivariate data exploration and discrimination
- Regression on principal component or discriminant scores
- The R system: additional topics
- Graphs in R.