Nonparametric Bayesian inference for multidimensional compound Poisson processes

Shota Gugushvili, Frank van der Meulen, Peter Spreij

Given a sample from a discretely observed multidimensional compound Poisson process, we study the problem of nonparametric estimation of its jump size density $r_0$ and intensity $…