Question: what is the primary difference between logistic regression and discriminant analysis?
Answer: Discriminant analysis creates discriminant function(s) in order to maximize the difference between the groups on the function. Logistic regression works like ordinary least squares regression but on the logit of the dependent variable. Discriminant analysis is really used only for categorization.