Not correct, The tests for stability a rigorous, but they are based on a linear(ized) model.  The linearized model of a non-linear system is valid only at the conditions where it was linearized. 

We should not extrapolate to a "wide" range unless we have confidence that the process is nearly linear.

How?  Fundamental modelling using our chemical engineering knowledge!