ANOVA and Regression

Text Outline

This text covers the basics of:

  1. Exploring data
  2. One-sample tests
  3. Two-sample tests
  4. ANOVA and linear regression
  5. Generalized linear models
  6. Some special topics
  7. Maybe a bit about power calculations…

Part Outline

This part of the text contains the chapters on various ways to perform ANOVA and linear regression:

  • One-Way ANOVA
  • Two-way ANOVA
  • Welch’s ANOVA
  • Kruskal-Wallace Test
  • Tukey HSD Post-Hoc Test
  • Repeated Measures ANOVA
  • Random Intercept Models
  • Correlation Matrices and Covariances
  • Multiple Regression (linear)
  • Polynomial regression