Increasing domain asymptotics for covariate-based nonparametric Bayesian intensity estimation with Gaussian and Besov-Laplace priors

Patric Dolmeta, Matteo Giordano

We study the problem of estimating the intensity function of a covariate-driven point process based on observations of the points and covariates over a large window. We consider th…