This article will cover the basic theory behind logistic regression, the types of logistic regression, when to use them and take you through a worked example.

The paper discusses some diagnostic tools for binary logistic regression which use smoothing techniques. Smoothed binary data are employed to devise a battery of diagnostic plots, from simple ...

Vincent Carey, Scott L. Zeger, Peter Diggle, Modelling Multivariate Binary Data with Alternating Logistic Regressions, Biometrika, Vol. 80, No. 3 (Sep., 1993), pp ...