Bayesian Modeling of Gibbs Point Processes via Basis Function Expansions

Christopher Hassett, Athanasios C. Micheas, Scott H. Holan +1

We present a hierarchical Bayesian framework for non-homogeneous pairwise interaction Gibbs point process models, where the global and local effect functions are modeled via basis…