S6312: Categorical Data Analysis
Vanderbilt University
Topics:
- Linear regression models
- Logit and probit models
- Hypothesis testing and model fit
- Odds ratio interpretations
- Average marginal effects and marginal effects at the mean
- Mediation, moderation, and non-linear terms
- Ordinal regression models vs. multinomial models
- Count models (Poisson, Negative Binomial, Zero-Inflated)