Multivariate Bernoulli Mixture Models with Application to Postmortem Tissue Studies in Schizophrenia
Multivariate Bernoulli Mixture Models with Application to Postmortem Tissue Studies in Schizophrenia
Summary A novel mixture model is presented for repeated measurements in which correlation among repeated observations on the same subject is induced via correlated unobservable component indicators. The mixture components in our model are linear regressions, and the mixing proportions are logits with random effects. Inference is facilitated by sampling …