Generalised linear mixed model analysis via sequential Monte Carlo sampling

Y. Fan, D. S. Leslie, M. P. Wand

We present a sequential Monte Carlo sampler algorithm for the Bayesian analysis of generalised linear mixed models (GLMMs). These models support a variety of interesting regression…