In your lab session, work with a partner through the Jupyter notebook S1 Week 06: Linear Models, which is available from this Github repository https://github.com/Inf2-FDS/FDS-S1-06-linear-models.git
(Note that the reason for "Week 06" in the title is that due to various constraints, we've had to change the normal order of the course this year.)
In the lab you will:
- Apply linear regression using the statsmodels package
- Interpret some of the visual and numerical diagnostics from the package
- Transform variables to produce a better model of the data
- Apply multiple regression to some data