Extensions of the solidarity principle of the spectral gap for Gibbs samplers to their blocked and collapsed variants

Xavier Mak, James P. Hobert

Connections of a spectral nature are formed between Gibbs samplers and their blocked and collapsed variants. The solidarity principle of the spectral gap for full Gibbs samplers is…