Bernstein -- von Mises theorems for statistical inverse problems II: Compound Poisson processes

Richard Nickl, Jakob Söhl

We study nonparametric Bayesian statistical inference for the parameters governing a pure jump process of the form $$Y_t=\sum _{k=1}^{N(t)}{Z}_k,t\ge 0,$$ where $N(t)$ is a st…