Volume 40 2013

The R Software

Fundamentals of Programming and Statistical Analysis

ISBN: 978-1-4614-9019-7 (Print) 978-1-4614-9020-3 (Online)

Table of contents (15 chapters)

  1. Front Matter

    Pages i-xxxvii

  2. Preliminaries

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-27

      Introducing R

    3. No Access

      Book Chapter

      Pages 29-33

      A Few Data Sets and Research Questions

  3. The Bases of R

    1. Front Matter

      Pages 35-35

    2. No Access

      Book Chapter

      Pages 37-61

      Basic Concepts and Data Organisation

    3. No Access

      Book Chapter

      Pages 63-83

      Importing, Exporting and Producing Data

    4. No Access

      Book Chapter

      Pages 85-140

      Data Manipulation, Functions

    5. No Access

      Book Chapter

      Pages 141-150

      R and Its Documentation

    6. No Access

      Book Chapter

      Pages 151-192

      Drawing Curves and Plots

    7. No Access

      Book Chapter

      Pages 193-282

      Programming in R

    8. No Access

      Book Chapter

      Pages 283-309

      Managing Sessions

  4. Elementary Mathematics and Statistics

    1. Front Matter

      Pages 311-311

    2. No Access

      Book Chapter

      Pages 313-337

      Basic Mathematics: Matrix Operations, Integration and Optimization

    3. No Access

      Book Chapter

      Pages 339-380

      Descriptive Statistics

    4. No Access

      Book Chapter

      Pages 381-415

      A Better Understanding of Random Variables, Distributions and Simulations Using R Specificities

    5. No Access

      Book Chapter

      Pages 417-453

      Confidence Intervals and Hypothesis Testing

    6. No Access

      Book Chapter

      Pages 455-501

      Simple and Multiple Linear Regression

    7. No Access

      Book Chapter

      Pages 503-530

      Elementary Analysis of Variance

  5. Back Matter

    Pages 531-628