Statistics Minus The Math

• Preface
• Graphical Tools for Describing Variables
• Statistics for Describing One Variable at a Time
• Tools for Describing the Relationship Between Two Quantitative Variables
• Estimation
• Probability Distributions
• Sampling Distributions
• Hypothesis Testing
• Comparing Means (How a Qualitative Variable Relates to a Quantitative One)
• Comparing Groups (How Two Qualitative Variables Relate to One Another)
• Causality and Experimental Designs
• Models and Uncertainty
• Regression with Qualitative Independent Variables
• Regression with Qualitative Dependent Variables

This book was largely adapted from the public domain resource Online Statistics Education: A Multimedia Course of Study (https://onlinestatbook.com Project Leader: David M. Lane, Rice University). A huge thanks to David Lane and his colleagues at Rice University for their creation of this wonderful resource. I use footnotes throughout to indicate precisely where the various sections of each chapter came from. Chapters 11-13 (as well as Section 3.5, Section 4.2.2, most of Section 4.2.3, and Section 9.3.1) were written by me (Nathan). This book is meant to be a free resource and is licensed under CC BY 4.0. You’re welcome to share or adapt it, as long as you provide attribution to any work of mine that you use. This book was made using Quarto and is hosted using GitHub Pages. There are still formatting inconsistencies, and this is ever a work in progress. If you find errors, feel free to reach out (find updated contact info here: https://nathanfavero.com) so I can correct them for the next version I publish.