Categorical Data and Generalized Linear Models
- Categorical data, two way and multi way contingency tables
- Homogeneity and independence
- Some principles of statistical modelling. Exponential family and the generalized linear models.
- The logit transformation. Logistic regression. Probit models. Odds and log-odds.
- Multinomial response models. Multinomial logistic model. Ordinal logistic regression
- Poisson regression