Week 4: Logistic regression and discriminant analysis
Main reference
What you will learn this week
- Fitting a categorical response using logistic curves
- Multivariate summary statistics
- Linear discriminant analysis, assuming samples are elliptically shaped and equal in size
- Quadratic discriminant analysis, assuming samples are elliptically shaped and different in size
- Discriminant space: making a low-dimensional visual summary
Lecture slides
Tutorial instructions
Instructions:
Assignments
- Assignment 1 is due on Friday 22 March.
- Assignment 2 is due on Friday 12 April.