Module 3: other generalized linear models

Optional:

• Data Analysis Using Regression and Multilevel/Hierarchical Models by Gelman A., and Hill, J.:
  • Section 6.2: Poisson regression, exposure, and overdispersion
  • Section 6.4: Probit regression: normally distributed latent data
  • Section 6.5: Ordered and unordered categorical regression
• An Introduction to Categorical Data Analysis, Second Edition by Alan Agresti:
  • Section 3.2.4: Probit Regression Model
  • Section 3.3: Generalized Linear Models for Count Data
  • Section 6: Multicategory Logit Models
    Download pdf versions of individual chapters, including this one, via Duke library here. Let me know if you run into problems downloading the chapter.