Nonparametric Bayesian intensity estimation for covariate-driven inhomogeneous point processes

Matteo Giordano, Alisa Kirichenko, Judith Rousseau

This work studies nonparametric Bayesian estimation of the intensity function of an inhomogeneous Poisson point process in the important case where the intensity depends on covaria…