MATH3091: Statistical Modelling II
Welcome to the second part of MATH3091: Statistical Modelling II. The first part of the module was taught by Dr Helen Ogden, covering Chapters 1–4 from the lecture notes (see below). This part will focus on Generalised Linear Models (Chapter 5) and Models for Categorical Data (Chapter 6).
📖 Lecture Notes: Available here
📆 Tentative Schedule
Below is the tentative schedule for the second part of the module.
| Week | Lab | Session 1 (Thursday) | Session 2 (Friday) | Session 3 (Friday) | Problem sheet |
|---|---|---|---|---|---|
| 07 | No lab | 5.1 Exponential family | 5.2 Components of a GLM | 5.3 Examples of GLMs | Sheet 4 |
| 08 | Lab 5 | 5.4 MLE | 5.5 Confidence intervals | PC: sheet 4 | |
| 09 | Lab 6 | 5.6 Comparing GLMs | 5.7 Deviance | 5.8 Models with unknown scale | Sheet 5 |
| 10 | Lab 7 | 6.1 Contingency tables | 6.2 Log-linear models | PC: sheet 5 | |
| 11 | Lab 8 | 6.3 Multinomial sampling | 6.4 Interpretation for two-way tables | 6.5 Interpretation for multiway tables | Sheet 6 |
| 12 | Lab 9 | Revision | Revision | PC: sheet 6 |