Main material
- Lecture notes - Multiple regression (chapter 11)
- Slides
- Jupyter notebook and data - To produce the figures in the lectures notes and slides. Download here.
- Comprehension questions on multiple regression - Access via Learn
- The lab is on Linear Models,
Additional material: Mathematics of multiple regression
This is material from previous years that contain the derivation of the expression for the regression coefficients. We're not expecting you to memorise the derivation in an exam, but understanding the maths may satisfy your curiosity and deepen your understanding of multiple regression.
Slides
