Nonparametric Bayesian analysis of the compound Poisson prior for support boundary recovery

Markus Reiss, Johannes Schmidt-Hieber

Given data from a Poisson point process with intensity $(x,y)\mapsto n1(f(x)\le y),$ frequentist properties for the Bayesian reconstruction of the support boundary func…