Categorical Data And Generalized Linear Models

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

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