On consistency of Bayesian parameter estimations for a class of ergodic Markov models

A. I. Nurieva, A. Yu. Veretennikov

The consistency of the Bayesian estimation of a parameter is shown for a class of ergodic discrete Markov chains. J.L. Doob's method was used, offered earlier for the i.i.d. situat…