David Sumpter goes through the steps needed to create an expected goals model. This lecture covers:
- Fitting straight lines using linear regression
- The logistic function
- Fitting shot angle and distance separately
- Fitting shot angle and distance separately
- Working with regression tools
The code for this lecture can be found here:
github.com/Friends-of-Trackin...
Specifically, I use: 4LinearRegression.py and 5xGModelFit.py
Using Wyscout data from: figshare.com/collections/Socc...
5 май 2020