Pseudo-likelihood approach for gibbs point processes in connection with field observations

Abstract

Pseudo-likelihood equations to estimate the pair potential function of Gibbs point process through field observations are derived in unmarked and multitype cases. The requirements the pair potential function sets our for observations are also considered. The pseudo-likelihood estimation method is applied to forest data consisting of so-called INKA sample plots.