Understanding Statistics Using R

• Main Authors: Schumacker, Randall (Author), Tomek, Sara (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Subjects: Statistics.; Statistics and Computing/Statistics Programs.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics, general.

This book was written to provide resource materials for teachers to use in their introductory or intermediate statistics class. The chapter content is ordered along the lines of many popular statistics books so it should be easy to supplement the content and exercises with class lecture materials. T...

Table of Contents:

• R Fundamentals
• Probability
• Statistical Theory
• Frequency Distributions
• Central Tendency and Dispersion
• Statistical Distributions
• Hypothesis Testing
• Chi-Square Test
• z-test
• t-test
• F-test
• Correlation
• Linear Regression
• Replication of Results
• Synthesis of Findings
• Glossary
• Appendix
• Author Index
• Subject Index.