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 ...

This is a preview. Log in through your library . Abstract The method of maximum likelihood is used to develop a statistical test for the scale parameters of two gamma distributions with common shape ...