Graphical Data Analysis with R
See How Graphics Reveal Information Graphical Data Analysis with R shows you what information you can gain from graphical displays. The book focuses on why you draw graphics to display data and which graphics to draw (and uses R to do so) All the datasets are available in R or one of its packages an...
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
Chapman and Hall/CRC
[2018].
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| Edición: | 1st edition |
| Colección: | Chapman & Hall/CRC the R series (CRC Press)
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630194706719 |
| Sumario: | See How Graphics Reveal Information Graphical Data Analysis with R shows you what information you can gain from graphical displays. The book focuses on why you draw graphics to display data and which graphics to draw (and uses R to do so) All the datasets are available in R or one of its packages and the R code is available at rosuda.org/GDA. Graphical data analysis is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelling output, and presenting results. This book guides you in choosing graphics and understanding what information you can glean from them. It can be used as a primary text in a graphical data analysis course or as a supplement in a statistics course. Colour graphics are used throughout. |
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| Notas: | Description based upon print version of record. |
| Descripción Física: | 1 online resource (306 p.) Also available in print format |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9781315362298 9781315360041 9781315370088 9781498786775 |
