Estimation of interaction potentials of gibbsian point processes

Abstract

A general method for estimating parameters of parametrized local energies of Gibbsian pint processes is given. It can be used also in the case of marked point processes. The application of the method is demonstrated by an example, where pair and triplet potentials are estimated. Furthermore, the relation between a pair potential and the corresponding product density is considered.