Data Analysis and Graphics Using R: An Example-Based Approach / Edition 3

Data Analysis and Graphics Using R: An Example-Based Approach / Edition 3

by John Maindonald, W. John Braun
     
 

Hands-on guide to the R system for data analysis for scientists, students and practising statisticians.See more details below

Overview

Hands-on guide to the R system for data analysis for scientists, students and practising statisticians.

Product Details

ISBN-13:
9780521762939
Publisher:
Cambridge University Press
Publication date:
05/06/2010
Series:
Cambridge Series in Statistical and Probabilistic Mathematics Series, #10
Edition description:
New Edition
Pages:
552
Product dimensions:
7.00(w) x 10.00(h) x 1.20(d)

Table of Contents

Preface; Content - how the chapters fit together; 1. A brief introduction to R; 2. Styles of data analysis; 3. Statistical models; 4. A review of inference concepts; 5. Regression with a single predictor; 6. Multiple linear regression; 7. Exploiting the linear model framework; 8. Generalized linear models and survival analysis; 9. Time series models; 10. Multi-level models, and repeated measures; 11. Tree-based classification and regression; 12. Multivariate data exploration and discrimination; 13. Regression on principal component or discriminant scores; 14. The R system - additional topics; 15. Graphs in R; Epilogue; Index of R symbols and functions; Index of authors.

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