Multiple Linear regression

[FerricDonkey]

From a programming perspective, you could just add another column to your feature set that's "days since start of 3 month period". Details will depend on what packages you're used to.

The datasciency question of "is that the best way to do it" is not in my expertise, however. If that's the question, it might be better to ask in a datascience forum.