Generalized Linear Models

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 different models within the GLM family:

  • Generalized Linear Models: Binary
  • Generalized Linear Models: Ordered
  • Generalized Linear Models: Count (Poisson)
  • Generalized Linear Models: Count (Negative Binomial)