Polynomial Interpolation

In an earlier article in Parabola (Volume 42, Number 2, 2006), I showed how we could find a straight line which is drawn so as to  approximately fit some data points via the process of least-squares fitting. This was then generalised to approximately fit other types of  functions to data points.