So, a new AFL season is upon us, and it wouldn’t be an AFL season without the intense speculation and predictions made.
Statscrunch is now joining the pack, making its own predictions using a model that can be run (handily) from an Excel spreadsheet.
Onto the model. It makes use of two intuitively obvious facts:
- Teams that score high numbers of points tend to win.
- Teams that concede low numbers of points tend to win.
Also, teams do better at home than they do away, and momentum can be a powerful thing. These facts will all be used in our simple model.
Our model uses this bit of Excel formula:
B is Atk Pts, C is Def Pts, D is HGA, and E is Strk. So this doesn’t look like a cheap RPG, I’ll explain some things that, frankly, should be quite obvious.
HGA stands for Home Ground Advantage, and teams with it are given a 5% loading. to their score. Strk is Streak, and for every consecutive game you’ve won, you get a 1% loading as well.
Atk and Def Pts are how many points the team scores and concedes per game, on average. Whichever team ends up with the higher score is our predicted winner.
So, for tonight’s Hawthorn v Carlton game, using the 2015 stats:
A landslide Hawthorn victory. Stay tuned for more predictions using the model. It will be improved as the season goes on, but please comment with your suggestions!