This book also explains the differences and similarities between the many generalizations of the logistic regression model. The following topics are covered: binary logit analysis, logit analysis of ...

They then used that data to create what they describe as a multinomial logistic regression model—a type of model that allows for multiple categories of dependent or outcome variables.