Validation of point process predictions with proper scoring rules

Claudio Heinrich-Mertsching, Thordis L. Thorarinsdottir, Peter Guttorp +1

We introduce a class of proper scoring rules for evaluating spatial point process forecasts based on summary statistics. These scoring rules rely on Monte-Carlo approximations of e…