We prove strong consistency of a class of maximum objective estimators for exponential parametric families of Markov random fields on Z d, including both maximum likelihood and pseudolikelihood ...
Let $X_{t},\ t\dot{\in }Z^{m}$, be a Markov random field assuming values in RM. Let In be a rectangular box in Zm with its center at 0 and corner points with ...