Going off grid: Computationally efficient inference for log-Gaussian Cox processes

Daniel Simpson, Janine Illian, Finn Lindgren +2

This paper introduces a new method for performing computational inference on log-Gaussian Cox processes. The likelihood is approximated directly by making novel use of a continuous…