Stein, Nathan M.; Meng, Xiao-Li - In: Biometrika 100 (2013) 4, pp. 817-830
A discrete data augmentation scheme together with two different parameterizations yields two Gibbs samplers for sampling from the posterior distribution of the hyperparameters of the Dirichlet-multinomial hierarchical model under a default prior distribution. The finite-state space nature of...