Fitting polynomials to data

Question

Is there a way, given a set of values (x,f(x)), to find the polynomial of a given degree that best fits the data?

I know polynomial interpolation, whic

Answer 1

The lagrange polynomial is in some sense the "simplest" interpolating polynomial that fits a given set of data points.

It is sometimes problematic because it can vary wildly between data points.