Chen, Pei-de - In: Statistics & Probability Letters 38 (1998) 4, pp. 323-328
In this note, we discuss the possible existence and effect of different reference measures on the Hastings-Metropolis (H-M) algorithm. We prove that the standard H-M algorithm as a Markov chain does not depend on the choice of the reference measure, and we obtain a sufficient and necessary...