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My solution is below:
I ended up with five co-variates by using Stepwise.
The Workflow is Below:
My scores for the Superbowl:
Results:
Fun challenge! I debated whether or not to include things like the expected points (since I don't know how far ahead these are produced) or points allowed (since we wouldn't know this in advance), but I ended up including all variables because I realized we wouldn't actually know any of these values in advance before the game actually took place.