The R Book, 3rd Edition Elinor Jones

The R Book, 3rd Edition – Ebook Instant Download/Delivery ISBN(s): 9781119634324,1119634326,9781119634430

Product details:

• ISBN 13:9781119634430
• Author: Elinor Jones

In the newly revised Third Edition of The R Book, a team of distinguished teachers and researchers delivers a user-friendly and comprehensive discussion of foundational and advanced topics in the R software language, which is used widely in science, engineering, medicine, economics, and other fields. The book is designed to be used as both a complete text—readable from cover to cover—and as a reference manual for practitioners seeking authoritative guidance on particular topics.

Table contents:

1 Getting started

2 Technical background

3 Essentials of the R language

4 Data input and dataframes

5 Graphics

6 Graphics in more detail

7 Tables

8 Probability distributions in R

9 Testing

10 Regression

11 Generalised Linear Models

12 Generalised Additive Models

13 Mixed-effect models

14 Non-linear regression

15 Survival analysis

16 Designed experiments

17 Meta-analysis

18 Time Series

19 Multivariate Statistics

20 Classification and regression trees

21 Spatial Statistics

22 Bayesian Statistics

23 Simulation models

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