Data Analysis and Graphics Using R An Example-Based Approach

ISBN-10: 0521762936
ISBN-13: 9780521762939
Edition: 3rd 2010 (Revised)
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Description: The third edition of this guide to using R reflects recent improvements to the R system, including major advances in graphical user interfaces and graphics packages. It emphasizes hands-on analysis, graphical display and interpretation of data.

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Book details

List price: $95.00
Edition: 3rd
Copyright year: 2010
Publisher: Cambridge University Press
Publication date: 5/6/2010
Binding: Hardcover
Pages: 549
Size: 7.25" wide x 10.00" long x 1.25" tall
Weight: 3.146
Language: English

The third edition of this guide to using R reflects recent improvements to the R system, including major advances in graphical user interfaces and graphics packages. It emphasizes hands-on analysis, graphical display and interpretation of data.

John Maindonald is Visiting Fellow at the Mathematical Sciences Institute at the Australian National University. He has collaborated extensively with scientists in a wide range of application areas, from medicine and public health to population genetics, machine learning, economic history, and forensic linguistics.

Preface
Content - how the chapters fit together
A brief introduction to R
Styles of data analysis
Statistical models
A review of inference concepts
Regression with a single predictor
Multiple linear regression
Exploiting the linear model framework
Generalized linear models and survival analysis
Time series models
Multi-level models, and repeated measures
Tree-based classification and regression
Multivariate data exploration and discrimination
Regression on principal component or discriminant scores
The R system - additional topics
Graphs in R
Epilogue
Index of R symbols and functions
Index of authors

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