Some data describe relationships that are curved ... Mathematically similar to a linear relationship is the concept of a linear function. In one variable, a linear function can be written as ...

While I do spend lots of time pushing the idea of linear approximations on my students, we do need nonlinear functions to describe most interesting physical phenomena. The tradeoff for that is ...