Analysis of between-household heterogeneity in disease transmission from data on outbreak sizes

Abstract

The paper proposes a method of analysis for data on within-household disease transmission, when only outbreak sizes are available. The method assumes between-household heterogeneity of the transmission probabilities. A random effects model in a hierarchical setting is fitted using MCMC and data augmentation techniques. The procedure is illustrated on a measles dataset.