Multivariate Methods for Binary Longitudinal Data

Longitudinal data in which the repeatedly measured response variable is binary often occur in medical investigations, particularly clinical trials. This article describes a number of suitable approaches to modeling such data including marginal models, mixed effects models, and transition models.