Efficient strategy for the Markov chain Monte Carlo in high-dimension with heavy-tailed target probability distribution

Kengo Kamatani

The purpose of this paper is to introduce a new Markov chain Monte Carlo method and exhibit its efficiency by simulation and high-dimensional asymptotic theory. Key fact is that ou…