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Data analysis and graphics using R : an example-based approach /
Hands-on guide to the R system for data analysis for scientists, students and practising statisticians.
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge ; New York :
Cambridge University Press,
2006.
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| Edición: | 2nd ed. |
| Colección: | Cambridge series on statistical and probabilistic mathematics.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface; 1 A brief introduction to R; 2 Styles of data analysis; 3 Statistical models; 4 An introduction to formal inference; 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.