Analysis of block slice samplers for Bayesian GLMMs and GAMs with linear inequality and shape constraints

Benny Ren, Jeffrey Morris, Ian Barnett

Exponential family models, generalized linear models (GLMs), generalized linear mixed models (GLMMs) and generalized additive models (GAMs) are widely used methods in statistics. H…