Lectures: Multiple regression
Lecture notes - Multiple regression (chapter 11)
Slides - The slides for Monday and Wednesday are here.
Jupyter notebook and data - To produce the figures in the lectures notes and slides. Download here.
Comprehension questions on multiple regression - Access on Gradescope via Learn.
Task: Preparation for S1 Week 9 Workshop
The preparation for S1 Week 9 Workshop on Interpretation of a data science study using multiple regression - should be helpful for understanding this week's lecture materials, and Coursework 2.
Lab
The lab is on Linear Models, the topic of the lectures in S1 weeks 6 and 8. Note that there will only be one drop-in lab session, on Thursday.
Topic: 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