Maximum pseudolikelihood estimator for exponential family models of marked Gibbs point processes

Jean-Michel Billiot, Jean-François Coeurjolly, Rémy Drouilhet

This paper is devoted to the estimation of a vector $\mathbf{\theta }$ parametrizing an energy function of a Gibbs point process, via the maximum pseudolikelihood method. Strong consistency a…