Limit theorems for some adaptive MCMC algorithms with subgeometric kernels

Yves Atchadé, Gersende Fort

This paper deals with the ergodicity and the existence of a strong law of large numbers for adaptive Markov Chain Monte Carlo. We show that a diminishing adaptation assumption toge…