The key difference between the two is that logistic regression uses a statistical function (the logistic or sigmoid function ... it is used mainly as a binary classification task where the objective ...

The CATMOD procedure can perform linear regression and logistic regression of response functions for data that can be represented in a contingency table. See Chapter 5, "Introduction to Categorical ...