We provide additional material for each method to ease the understanding and to improve your learning experience.
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.