Warning about extrapolation

Avoid using a model to predict Y far beyond the available data.

As an example, we will next show two different nonlinear models for a data set with curvature. They fit the observed data equally well, but result in very different predictions as extreme x-values. The data cannot help us to decide which is better.

Forbes' data