Protip: you can fit any set of n points with a polynomial of order n-1.
This is why complex models are fraught with overfit concerns, and are poor predictors of future trends when any underlying assumptions change.
This is why complex models are fraught with overfit concerns, and are poor predictors of future trends when any underlying assumptions change.