Basic Statistics for the Behavioral and Social Sciences Using R
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Product details:
- Publisher OUP USA
- Date of Publication 11 April 2019
- ISBN 9780190620189
- Binding Paperback
- No. of pages288 pages
- Size 178x251x15 mm
- Weight 522 g
- Language English 0
Categories
Short description:
Ideal for introductory statistics courses at both the undergraduate and graduate levels, Basic Statistics for the Behavioral and Social Sciences Using R includes topics typically covered in introductory textbooks while featuring subjects such as bootstrapping and an introduction to R. In a straightforward and easy-to-understand format, the authors also provide readers with a plethora of freely available and robust resources and examples that are applicable to a wide variety of behavioral and social science disciplines, including social work, psychology, and physical and occupational therapy.
MoreLong description:
Ideal for introductory statistics courses at both the undergraduate and graduate levels, Basic Statistics for the Behavioral and Social Sciences Using R is specifically designed to make adoption simple in a variety of disciplines. The text includes topics typically covered in introductory textbooks: probability, descriptive statistics, visualization, comparisons of means, tests of association, correlations, OLS regression, and power analysis. However, it also transcends other books at this level by covering topics such as bootstrapping and an introduction to R, for those who are novices to this powerful tool. In a straightforward and easy-to-understand format, the authors provide readers with a plethora of freely available and robust resources and examples that are applicable to a wide variety of behavioral and social science disciplines, including social work, psychology, and physical and occupational therapy. The book is a must-read for all professors and students endeavoring to learn basic statistics.
Zeitlin and Auerbach completed an excellent introductory statistics textbook. The step-by-step instructions on how to complete basic descriptive and inferential statistics using R are simple to follow and understand. It is also a good book for people who are knowledgeable in Excel and want to find a statistical software program that is compatible with Excel data analysis and interpretations."
Table of Contents:
Chapter 1. Introduction to Basic Statistics for the Behavioral and Social Sciences Using R
Chapter 2. Descriptive Statistics
Chapter 3. Probabilities and the Binomial Distribution
Chapter 4. The Normal Distribution and Standardized Scores
Chapter 5. Introduction to Inferential Statistics
Chapter 6. Comparing Samples
Chapter 7. Non-Parametric Tests of Central Tendency
Chapter 8. Correlation and Simple Linear Regression
Chapter 9. Tests of Association
Chapter 10. Power Analysis
References
Appendix A. Additional Resources for Learning R
Appendix B. Math Review
Appendix C. Getting Started with R
Appendix D. Dataset Explanations
Glossary
