Neil J. Salkind & Susan Parault Dowds 
Study Guide for Education to Accompany Salkind and Frey′s Statistics for People Who (Think They) Hate Statistics [PDF ebook] 

Chapter 1. Statistics or Sadistics? It’s Up to You
Chapter 2. Computing and Understanding Averages: Means to an End
Chapter 3. Understanding Variability: Vivé la Différence
Chapter 4. Creating Graphs: A Picture Really Is Worth a Thousand Words
Chapter 5. Computing Correlation Coefficients: Ice Cream and Crime
Chapter 6. An Introduction to Understanding Reliability and Validity: Just the Truth
Chapter 7. Hypotheticals and You: Testing Your Questions
Chapter 8. Probability and Why it Counts: Fun with a Bell-Shaped Curve
Chapter 9. Significantly Significant: What It Means for You and Me
Chapter 10. The One-Sample Z-Test: Only the Lonely
Chapter 11. t(ea) for Two: Tests Between the Means of Different Groups
Chapter 12. t(ea) for Two (Again): Tests Between the Means of Related Groups
Chapter 13. Two Groups Too Many? Try Analysis of Variance
Chapter 14. Two Too Many Factors: Factorial Analysis of Variance—A Brief Introduction
Chapter 15. Testing Relationships Using the Correlation Coefficient: Cousins or Just Good Friends?
Chapter 16. Using Linear Regression: Predicting the Future
Chapter 17. Chi-Square and Some Other Nonparametric Tests: What to Do When You’re Not Normal
Chapter 18. Some Other (Important) Statistical Procedures You Should Know About
Chapter 19. Data Mining: An Introduction to Getting the Most Out of Your BIG Data

Bruce B. Frey, Ph D,  is an award-winning researcher, author, teacher, and professor of educational psychology at the University of Kansas. He is the editor of The SAGE Encyclopedia of Educational Research, Measurement and Evaluation and the SAGE Encyclopedia of Educational Design. In addition to being the lead author for The Statistics for People Who (Think They) Hate Statistics series, his books for SAGE include There’s a Stat for That!, Modern Classroom Assessment, and 100 Questions (and Answers) About Tests and Measurement. He also wrote Statistics Hacks for O’Reilly Media. In his spare time, Bruce leads a secret life as Professor Bubblegum, host of a You Tube channel and Echo Valley, a podcast that celebrates bubblegum pop music of the late 1960s. The show is wildly popular with the young people.