Block Gibbs samplers for logistic mixed models: convergence properties and a comparison with full Gibbs samplers

Yalin Rao, Vivekananda Roy

The logistic linear mixed model (LLMM) is one of the most widely used statistical models. Generally, Markov chain Monte Carlo algorithms are used to explore the posterior densities…