Data Analysis in the Psychological Sciences: A Practical, Applied, Multimedia Approach
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Leyre Castro, Johnson County, IA
J. Toby Mordkoff, Johnson County, IA
Copyright Year: 2023
Publisher: University of Iowa Libraries
Language: English
Formats Available
Conditions of Use
Attribution-NonCommercial-ShareAlike
CC BY-NC-SA
Table of Contents
- Introduction
- Main Body
- Unit 1. Introduction to Statistics for Psychological Science
- Unit 2. Managing Data
- Unit 3. Descriptive Statistics for Psychological Research
- Unit 4. Descriptive Statistics with Excel
- Unit 5. Statistics with R: Introduction and Descriptive Statistics
- Unit 6. Brief Introduction to Statistical Significance
- Unit 7. Correlational Measures
- Unit 8. Scatterplots and Correlational Analysis in R
- Unit 9. Simple Linear Regression
- Unit 10. Simple Linear Regression in R
- Glossary
Ancillary Material
About the Book
This open resources textbook contains 10 Units that describe and explain the main concepts in statistical analysis of psychological data. In addition to conceptual descriptions and explanations of the basic analyses for descriptive statistics, this textbook also explains how to conduct those analyses with common statistical software (Excel) and open-source free software (R).
About the Contributors
Authors
Leyre Castro, University of Iowa
J. Toby Mordkoff, University of Iowa