Beginning R An Introduction to Statistical Programming - Larry Pace.pdf

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Beginning R
An Introduction to Statistical Programming
Larry Pace
Beginning R: An Introduction to Statistical Programming
Copyright © 2012 by Larry Pace
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To my wife Shirley Pace, who has taught me the true meaning of love and loyalty.
—Larry Pace
Contents at a Glance
About the Author ........................................................................................................
xvii
About the Technical Reviewer .....................................................................................
xix
Acknowledgments .......................................................................................................
xxi
Introduction ...............................................................................................................
xxiii
Chapter 1: Getting R and Getting Started ....................................................................
1
Chapter 2: Programming in R ....................................................................................
25
Chapter 3: Writing Reusable Functions .....................................................................
47
Chapter 4: Summary Statistics..................................................................................
65
Chapter 5: Creating Tables and Graphs .....................................................................
77
Chapter 6: Discrete Probability Distributions ............................................................
93
Chapter 7: Computing Normal Probabilities ............................................................
103
Chapter 8: Creating Confidence Intervals ................................................................
113
Chapter 9: Performing
t
Tests .................................................................................
125
Chapter 10: One-Way Analysis of Variance .............................................................
139
Chapter 11: Advanced Analysis of Variance ............................................................
149
Chapter 12: Correlation and Regression..................................................................
165
Chapter 13: Multiple Regression .............................................................................
185
Chapter 14: Logistic Regression ..............................................................................
201
Chapter 15: Chi-Square Tests ..................................................................................
217
Chapter 16: Nonparametric Tests ............................................................................
229
v

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