Module Title:
Categorical Data and Generalized Linear Models
Module Code:
DSC6233

Module Content

• 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