Fast Monte Carlo Markov chains for Bayesian shrinkage models with random effects

Tavis Abrahamsen, James P. Hobert

When performing Bayesian data analysis using a general linear mixed model, the resulting posterior density is almost always analytically intractable. However, if proper conditional…