The R Book

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John Wiley & Sons, 7 de nov. de 2012 - 1080 páginas

Hugely successful and popular text presenting an extensive and comprehensive guide for all R users

The R language is recognized as one of the most powerful and flexible statistical software packages, enabling users to apply many statistical techniques that would be impossible without such software to help implement such large data sets. R has become an essential tool for understanding and carrying out research.

This edition:

  • Features full colour text and extensive graphics throughout.
  • Introduces a clear structure with numbered section headings to help readers locate information more efficiently.
  • Looks at the evolution of R over the past five years.
  • Features a new chapter on Bayesian Analysis and Meta-Analysis.
  • Presents a fully revised and updated bibliography and reference section.
  • Is supported by an accompanying website allowing examples from the text to be run by the user.

Praise for the first edition:

‘...if you are an R user or wannabe R user, this text is the one that should be on your shelf. The breadth of topics covered is unsurpassed when it comes to texts on data analysis in R.’ (The American Statistician, August 2008)

‘The High-level software language of R is setting standards in quantitative analysis. And now anybody can get to grips with it thanks to The R Book...’ (Professional Pensions, July 2007)
 

Páginas selecionadas

Conteúdo

DETAILED CONTENTS
3
Essentials of the R Language
12
Data Input
137
Dataframes
159
Graphics
189
Tables
244
Mathematics
258
Classical Tests
344
Binary Response Variables
650
Generalized Additive Models
666
MixedEffects Models
681
NonLinear Regression
715
MetaAnalysis
740
Bayesian Statistics
752
Tree Models
768
Time Series Analysis
785

Statistical Modelling
388
Regression
449
Analysis of Variance
498
Analysis of Covariance
537
Generalized Linear Models
557
Count Data
579
Count Data in Tables
599
Proportion Data
628
Multivariate Statistics
809
Spatial Statistics
825
Survival Analysis
869
Simulation Models
893
Changing the Look of Graphics
907
References and Further Reading
971
Index
977
Direitos autorais

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Sobre o autor (2012)

Michael J. Crawley FRS, Department of Biological Sciences, Imperial College of Science, Technology and Medicine
Author of three bestselling Wiley statistics titles and five life science books.

Informações bibliográficas