Beginning R_2E_Joshua

About the Author␈xv

In Memoriam␈xvii

About the Technical Reviewer␈xix

Acknowledgments␈xxi

Introduction␈xxiii

■Chapter ■ 1: Getting Star ted␈ 1 ■Chapter ■

2: Dealing with Dates, Strings, and Data Frames␈ 15 ■Chapter ■

3: Input and Output␈ 27 ■Chapter ■

4: Control Structures␈ 35 ■Chapter ■

5: Functional Programming␈ 43 ■Chapter ■

6: Probability Distributions␈ 53 ■Chapter ■

7: Working with Tables␈ 67 ■Chapter ■

8: Descriptive Statistics and Exploratory Data Analysis␈ 73 ■Chapter ■

9: Working with Graphics␈ 81 ■Chapter ■

10: Traditional Statistical Methods␈ 93 ■Chapter ■

11: Modern Statistical Methods␈ 101 ■Chapter ■

12: Analysis of Variance␈ 111 ■Chapter ■

13: Correlation and Regression␈ 121 ■Chapter ■

14: Multiple Regression␈ 139 ■Chapter ■

15: Logistic Regression␈ 163 v■ Contents at a Glance ■Chapter ■

16: Modern Statistical Methods II␈ 193 ■Chapter ■

17: Data Visualization Cookbook␈ 215 ■Chapter ■

18: High-Performance Computing␈ 279 ■Chapter ■

19: Text Mining␈ 303 Index␈