We propose a unified view at some of the classical linear multivariate statistical methods (principal components, multivariate regression, canonical correlations, discriminant analysis) by showing ...

This paper describes a method for a model-based analysis of clinical safety data called multivariate Bayesian logistic regression (MBLR). Parallel logistic regression models are fit to a set of ...