Bayesian Computation for Log-Gaussian Cox Processes--A Comparative Analysis of Methods

Ming Teng, Farouk S. Nathoo, Timothy D. Johnson

The Log-Gaussian Cox Process is a commonly used model for the analysis of spatial point patterns. Fitting this model is difficult because of its doubly-stochastic property, i.e., i…