Invariant canonical form for the multiple logistic regression

Abstract

This paper introduces the invariant canonical form of the Generalized Logistic Regression. Therefore, the appropriate group of (affine) transformations is introduced, while a rival one is also discussed and both are compared. The former transforms the whole model, while the latter generalizes the one introduced by Kitsos (2006), for the transformation of the variables for the simple logistic model.