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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 |
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| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge ; New York :
Cambridge University Press,
©2010.
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| Edición: | 3rd ed. |
| Colección: | Cambridge series on statistical and probabilistic mathematics ;
10. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | "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 interpretation of data. The many worked examples, from real-world research, are accompanied by commentary on what is done and why. The companion website has code and datasets, allowing readers to reproduce all analyses, along with solutions to selected exercises and updates. Assuming basic statistical knowledge and some experience with data analysis (but not R), the book is ideal for research scientists, final-year undergraduate or graduate-level students of applied statistics, and practising statisticians. It is both for learning and for reference. This third edition expands upon topics such as Bayesian inference for regression, errors in variables, generalized linear mixed models, and random forests"--Provided by publisher. |
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| Descripción Física: | 1 online resource (xxvi, 525 pages, 12 unnumbered pages of plates) : illustrations (some color) |
| Bibliografía: | Includes bibliographical references and indexes. |
| ISBN: | 9780511712869 0511712863 9780511714955 0511714955 9780511723001 0511723008 9781139194648 113919464X 9786612585838 6612585838 9780511716195 0511716192 1107208238 9781107208230 1282585835 9781282585836 |