Table of contents for Data analysis and graphics using R : an example-based approach / John Maindonald and John Braun.


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Introduction
1. A brief introduction to R
2. Styles of data analysis
3. Statistical models
4. Introduction to formal inference
5. Regression with a single predictor
6. Multiple linear regression
7. Exploiting the linear model framework
8. Logistic regression and other generalised linear models
9. Multi-level models, time series and repeated measures
10. Tree-based classification and regression
11. Multivariate data exploration and discrimination
12. The R system - additional topics
13. Epilogue - models
Appendix: S-plus differences
Bibliography
Acknowledgements
Index.