Polynomial fit
The formula we considered gives the best approximation possible for a set of function.
It is also possible to generate an EXACT fit: A function that will reproduce exactly all the observations
This is not always desirable if the data is noisy. Skepticism aside, an exact fit of a polynomial is possible.