Logistic regression answers questions similar to those handled by discriminant analysis. In this case, the probability of belonging to a group is determined as a function of one or more independent variables.

If the dependent variable has only two categories, a binary logistic regression is performed. If the dependent variable has three or more categories, a multinomial logistic regression is conducted.

In addition to the analysis of group differences, logistic regression may also be used to predict an event.