Statistics From Scratch by Rob Brotherton

Statistics From Scratch

  • Introduction
  • 1  Variables & Measurement
  • 2  Frequency
  • 3  Central Tendency
  • 4  Variability
  • 5  \(z\)-Scores
  • 6  Probability
  • 7  Sampling
  • 8  Hypothesis Testing
  • 9  Statistical Power
  • 10  Confidence Intervals
  • 11  The \(t\)-test
  • 12  Independent Samples t Test
  • 13  Related Samples t Test
  • 14  ANOVA
  • 15  Related Samples ANOVA
  • 16  Factorial ANOVA
  • 17  Correlation
  • 18  Regression
  • References

Statistics From Scratch

An Introduction for the Social Sciences

An interactive introduction to statistics for students in the social sciences.
Author

Rob Brotherton

Introduction

A colorful distribution of dots Three hundred colored dots stack into a bell-shaped distribution.

Welcome to Statistics from Scratch! This book is designed to help you learn statistics in a hands-on way, with interactive examples and exercises. (As far as I know, it’s the only statistics textbook to illustrate the hypothesis testing with a swarm of bees!)

1  Variables & Measurement