This is a preview. Log in through your library . Abstract Various research areas face the methodological problems presented by nonnegative integer count data drawn from heterogeneous populations. We ...

We propose a new data-augmentation strategy for fully Bayesian inference in models with binomial likelihoods. The approach appeals to a new class of Pólya–Gamma distributions, which are constructed in ...