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portada R for Statistics
Type
Physical Book
Publisher
Language
Inglés
Pages
320
Format
Hardcover
ISBN13
9781138469341
Edition No.
1

R for Statistics

François Husson (Author) · Pierre-Andre Cornillon (Author) · Arnaud Guyader (Author) · CRC Press · Hardcover

R for Statistics - Cornillon, Pierre-Andre ; Guyader, Arnaud ; Husson, Francois

Physical Book

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Synopsis "R for Statistics"

Although there are currently a wide variety of software packages suitable for the modern statistician, R has the triple advantage of being comprehensive, widespread, and free. Published in 2008, the second edition of Statistiques avec R enjoyed great success as an R guidebook in the French-speaking world. Translated and updated, R for Statistics includes a number of expanded and additional worked examples. Organized into two sections, the book focuses first on the R software, then on the implementation of traditional statistical methods with R. Focusing on the R software, the first section covers: Basic elements of the R software and data processing Clear, concise visualization of results, using simple and complex graphs Programming basics: pre-defined and user-created functions The second section of the book presents R methods for a wide range of traditional statistical data processing techniques, including: Regression methods Analyses of variance and covariance Classification methods Exploratory multivariate analysis Clustering methods Hypothesis tests After a short presentation of the method, the book explicitly details the R command lines and gives commented results. Accessible to novices and experts alike, R for Statistics is a clear and enjoyable resource for any scientist. Datasets and all the results described in this book are available on the book's webpage at http: //www.agrocampus-ouest.fr/math/RforStat

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