4th Edition
Learning From Data An Introduction to Statistical Reasoning using JASP
01. Why Statistics?
02. Frequency Distributions and Percentiles
03. Central Tendency and Variability
04. z Scores and Normal Distributions
05. Overview of Inferential Statistics
06. Probability
07. Sampling Distributions
08. Logic of Hypothesis Testing
09. Power
10. Logic of Parameter Estimation
11. Inferences About Population Proportions Using the z Statistic
12. Inferences About μ When σ Is Unknown: The Single-sample t Test
13. Comparing Two Populations: Independent Samples
14. Random Sampling, Random Assignment, and Causality
15. Comparing Two Populations: Dependent Samples
16. Comparing Two Population Means: The Independent Sample ANOVA
17. One-Factor ANOVA for Dependent Samples
18. Introduction to Factorial Designs
19. Describing Linear Relationships: Regression
20. Measuring the Strength of Linear Relationships: Correlation
21. Inferences From Nominal Data: The χ2 Statistic
22. Introduction to Bayesian Statistics
Glossary of Symbols
Tables
Appendix A
Appendix B
Answers to Selected Exercises
Biography
Arthur M. Glenberg is an emeritus Professor of Psychology at Arizona State University and at the University of Wisconsin–Madison. He is a Mercator Fellow at the University of Tübingen in Germany, and he holds an appointment at INICO at the University of Salamanca in Spain. He received his Ph.D. in 1974 from the University of Michigan.
Matthew E. Andrzejewski is a lecturer in the Department of Psychology at the University of Wisconsin–Whitewater. He received his Ph.D. in 2001 from Temple University.
