This unit builds on the basic ideas of linear models introduced in Statistics 1 (MATH 11400) and Linear Models (MATH 35110), and extends them to deal with more general specifications.

Students must have completed: Probability, Distribution Theory and Inference (ST202) AND Mathematical Methods (MA100) or equivalent. It is assumed students have taken at least a first course in linear ...

Generalized Linear Models and Categorical Data Analysis in R Course Topics Ordinary linear regression (OLR) assumes that response variables are continuous. Generalized Linear Models (GLMs) provide an ...

Please note: you are viewing unit and programme information for a past academic year. Please see the current academic year for up to date information. Unit name Generalised Linear Models Unit code ...

Course TopicsOrdinary linear regression (OLR) assumes that response variables are continuous. Generalized Linear Models (GLMs) provide an extension to OLR since response variables can be discrete (e.g ...