The R Book, R
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The R Book
The R Book
Michael J. Crawley
Imperial College London at Silwood Park, UK
Copyright © 2007
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A catalogue record for this book is available from the British Library
ISBN-13: 978-0-470-51024-7
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Contents
Preface
vii
1 Getting Started
1
2 Essentials of the R Language
9
3 Data Input
97
4 Dataframes
107
5 Graphics
135
6 Tables
183
7 Mathematics
195
8 Classical Tests
279
9 Statistical Modelling
323
10 Regression
387
11 Analysis of Variance
449
12 Analysis of Covariance
489
13 Generalized Linear Models
511
14 Count Data
527
15 Count Data in Tables
549
16 Proportion Data
569
17 Binary Response Variables
593
18 Generalized Additive Models
611
19 Mixed-Effects Models
627
20 Non-linear Regression
661
21 Tree Models
685
22 Time Series Analysis
701
23 Multivariate Statistics
731
24 Spatial Statistics
749
25 Survival Analysis
787
26 Simulation Models
811
27 Changing the Look of Graphics
827
References and Further Reading
873
Index
877
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