Regression can be used on categorical responses to estimate probabilities and to classify.

Course Topics"Logistic and Poisson Regression," Wednesday, November 5: The fourth LISA mini course focuses on appropriate model building for categorical response data, specifically binary and count ...

A hierarchical logistic regression model is proposed for studying data with group structure and a binary response variable. The group structure is defined by the presence of micro observations ...

What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.