Convergence analysis of the Gibbs sampler for Bayesian general linear mixed models with improper priors

Jorge Carlos Román, James P. Hobert

Bayesian analysis of data from the general linear mixed model is challenging because any nontrivial prior leads to an intractable posterior density. However, if a conditionally con…