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 ...

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 ...