A Flexible Hierarchical Insurance Claims Model with Gradient Boosting and Copulas

Abstract

Predicting future claims is an important task for actuaries, and sophisticating the claim modeling process allows insurers to be more competitive and to stay financially sound. We propose a hierarc...