2012

Beginning R

An Introduction to Statistical Programming

Authors:

ISBN: 978-1-4302-4554-4 (Print) 978-1-4302-4555-1 (Online)

Table of contents (20 chapters)

  1. Front Matter

    Pages i-xxiv

  2. No Access

    Book Chapter

    Pages 1-23

    Getting R and Getting Started

  3. No Access

    Book Chapter

    Pages 25-46

    Programming in R

  4. No Access

    Book Chapter

    Pages 47-63

    Writing Reusable Functions

  5. No Access

    Book Chapter

    Pages 65-76

    Summary Statistics

  6. No Access

    Book Chapter

    Pages 77-92

    Creating Tables and Graphs

  7. No Access

    Book Chapter

    Pages 93-101

    Discrete Probability Distributions

  8. No Access

    Book Chapter

    Pages 103-111

    Computing Normal Probabilities

  9. No Access

    Book Chapter

    Pages 113-123

    Creating Confidence Intervals

  10. No Access

    Book Chapter

    Pages 125-138

    Performing t Tests

  11. No Access

    Book Chapter

    Pages 139-147

    One-Way Analysis of Variance

  12. No Access

    Book Chapter

    Pages 149-164

    Advanced Analysis of Variance

  13. No Access

    Book Chapter

    Pages 165-183

    Correlation and Regression

  14. No Access

    Book Chapter

    Pages 185-199

    Multiple Regression

  15. No Access

    Book Chapter

    Pages 201-216

    Logistic Regression

  16. No Access

    Book Chapter

    Pages 217-228

    Chi-Square Tests

  17. No Access

    Book Chapter

    Pages 229-246

    Nonparametric Tests

  18. No Access

    Book Chapter

    Pages 247-256

    Using R for Simulation

  19. No Access

    Book Chapter

    Pages 257-268

    The “New” Statistics: Resampling and Bootstrapping

  20. No Access

    Book Chapter

    Pages 269-288

    Making an R Package

  21. No Access

    Book Chapter

    Pages 289-302

    The R Commander Package

  22. Back Matter

    Pages 303-310