34 citations · 42 across the 3 of their papers we have counts for
3 papers
math.ST2007★ 5 cited
When is Eaton's Markov chain irreducible?
James P. Hobert, Aixin Tan, Ruitao Liu
Consider a parametric statistical model and an improper prior distribution that together yield a (proper) formal posterior distribution $Q(\math…
math.ST2007★ 3 cited
Evaluation of Formal posterior distributions via Markov chain arguments
Morris L. Eaton, James P. Hobert, Galin L. Jones +1
We consider evaluation of proper posterior distributions obtained from improper prior distributions. Our context is estimating a bounded function of a parameter when the loss i…
math.PR2004★ 34 cited
A mixture representation of πwith applications in Markov chain Monte Carlo and perfect sampling
James P. Hobert, Christian P. Robert
Let X={X_n:n=0,1,2,...} be an irreducible, positive recurrent Markov chain with invariant probability measure π. We show that if X satisfies a one-step minorization condition, then…