even the non-linear model such as 1/(1-beta*x) stuff, there are applications.

Do you still remember pharmacological absorption process? one compartment, two compartment models are nonlinear by definition. One time I heard some stat people think they have made big discoveries on that, but they never realize it is well known for pharmacologists.