A curve that lies between 0 and 1 for all values of X

A linear equation cannot provide adequate predictions of the proportion in a response category at extreme values of X. There are various nonlinear equations that satisfy the requirement that their value is between 0 and 1 for all values of X, but the simplest of these is a logistic curve.

Logistic slope and intercept