PGR Course: Generalised Linear Models
Overview
This advanced course focuses on the theory and application of Generalised Linear Models, tailored for PhD students and researchers. The course is designed to be non-field specific meaning it can be taken by geologists to marketers and any in between.
Topics Covered
- Introduction to statistical modelling and GLMs
- Poisson GLMs
- Binomial GLMs
- Bernoulli GLMs
Learning Objectives
- Understand the core structure of GLMs
- Fit models using R
- Translate statistical equations into model syntax
- Interpret coefficients and results with confidence
- Recognise when assumptions are violated