R in action data analysis and graphics with R and Tidyverse
R is the most powerful tool you can use for statistical analysis. This definitive guide smooths R's steep learning curve with practical solutions and real-world applications for commercial environments. R in Action, Third Edition makes learning R quick and easy. That's why thousands of dat...
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| Format: | eBook |
| Language: | English |
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Shelter Island, NY
Manning Publications Co.
2022
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| Edition: | Third edition |
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| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- Includes bibliographical references and index
- PART 1 GETTING STARTED
- 1 Introduction to R
- 2 Creating a dataset
- 3 Basic data management
- 4 Getting started with graphs
- 5 Advanced data management
- PART 2 BASIC METHODS
- 6 Basic graphs
- 7 Basic statistics
- PART 3 INTERMEDIATE METHODS
- 8 Regression
- 9 Analysis of variance
- 10 Power analysis
- 11 Intermediate graphs
- 12 Resampling statistics and bootstrapping
- PART 4 ADVANCED METHODS
- 13 Generalized linear models
- 14 Principal components and factor analysis
- 15 Time series
- 16 Cluster analysis
- 17 Classification
- 18 Advanced methods for missing data
- PART 5 EXPANDING YOUR SKILLS
- 19 Advanced graphs
- 20 Advanced programming
- 21 Creating dynamic reports
- 22 Creating a package