A note on non-parametric Bayesian estimation for Poisson point processes

Abstract

We derive the posterior contraction rate for non-parametric Bayesian estimation of the intensity function of a Poisson point process.

References updated

References in corpus (2)

• Rates of contraction of posterior distributions based on Gaussian process priors
• Rate-optimal Bayesian intensity smoothing for inhomogeneous Poisson processes

Cited by in corpus (1)

• Optimality of Poisson processes intensity learning with Gaussian processes