Asymptotics of maximum likelihood estimators based on Markov chain Monte Carlo methods

Błażej Miasojedow, Wojciech Niemiro, Wojciech Rejchel

In many complex statistical models maximum likelihood estimators cannot be calculated. In the paper we solve this problem using Markov chain Monte Carlo approximation of the true l…