Book: R in Action

Roadmap for the book: R in Action, Second Edition.

The roadmap of R in Action, Second Edition

• The book has 23 chapters and is divided into 5 parts:

• Part 1. Getting Started

  • Chapter 1. Introduction To R
  • Chapter 2. Creating a dataset
  • Chapter 3. Getting started with graphs
  • Chapter 4. Basic data management
  • Chapter 5. Advanced data management

• Part 2. Basic Methods

  • Chapter 6. Basic graphs
  • Chapter 7. Basic statistics

• Part 3. Intermediate Methods

  • Chapter 8. Regression
  • Chapter 9. Analysis of variance
  • Chapter 10. Power analysis
  • Chapter 11. Intermediate graphs
  • Chapter 12. Resampling statistics and bootstrapping

• Part 4. Advanced Methods

  • Chapter 13. Generalized linear models
  • Chapter 14. Principal components and factor analysis
  • Chapter 15. Time series
  • Chapter 16. Cluster analysis
  • Chapter 17. Classification
  • Chapter 18. Advanced methods for missing data

• Part 5. Expanding Your Skills

  • Chapter 19. Advanced graphics with ggplot2
  • Chapter 20. Advanced programming
  • Chapter 21. Creating a package
  • Chapter 22. Creating dynamic reports
  • Chapter 23. Advanced graphics with the lattice package