A nonparametric Bayesian analysis of independent and identically distributed observations of covariate-driven Poisson processes

Patric Dolmeta, Matteo Giordano

An important task in the statistical analysis of inhomogeneous point processes is to investigate the influence of a set of covariates on the point-generating mechanism. In this art…