Understanding Statistics Using R

• Main Authors: Schumacker, Randall. (Author), Tomek, Sara. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Subjects: Computer science.; Computer simulation.; Computer Science.; Probability and Statistics in Computer Science.; Simulation and Modeling.; Models and Principles.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4614-6227-9

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....

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.