Introductory Statistics with R

Authors:

ISBN: 978-0-387-79053-4 (Print) 978-0-387-79054-1 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages i-xvi

  2. No Access

    Book Chapter

    Pages 1-29

    Basics

  3. No Access

    Book Chapter

    Pages 31-53

    The R environment

  4. No Access

    Book Chapter

    Pages 55-65

    Probability and distributions

  5. No Access

    Book Chapter

    Pages 67-94

    Descriptive statistics and graphics

  6. No Access

    Book Chapter

    Pages 95-107

    One- and two-sample tests

  7. No Access

    Book Chapter

    Pages 109-125

    Regression and correlation

  8. No Access

    Book Chapter

    Pages 127-143

    Analysis of variance and the Kruskal–Wallis test

  9. No Access

    Book Chapter

    Pages 145-154

    Tabular data

  10. No Access

    Book Chapter

    Pages 155-162

    Power and the computation of sample size

  11. No Access

    Book Chapter

    Pages 163-184

    Advanced data handling

  12. No Access

    Book Chapter

    Pages 185-194

    Multiple regression

  13. No Access

    Book Chapter

    Pages 195-225

    Linear models

  14. No Access

    Book Chapter

    Pages 227-248

    Logistic regression

  15. No Access

    Book Chapter

    Pages 249-258

    Survival analysis

  16. No Access

    Book Chapter

    Pages 259-274

    Rates and Poisson regression

  17. No Access

    Book Chapter

    Pages 275-288

    Nonlinear curve fitting

  18. Back Matter

    Pages 289-364