Models: Overview on Predictive Models

In this chapter, we give an overview on predictive modeling, used by actuaries. Historically, we moved from relatively homogeneous portfolios to tariff classes, and then to modern insurance, with the concept of “premium personalization.” Modern modeling techniques are presented, starting with econometric approaches, before presenting machine-learning techniques.