When is Eaton's Markov chain irreducible?

James P. Hobert, Aixin Tan, Ruitao Liu

Consider a parametric statistical model $P(\mathrm{d}x|\theta )$ and an improper prior distribution $\nu (\mathrm{d}\theta )$ that together yield a (proper) formal posterior distribution $Q(\math…