Applying economic measures to lapse risk management with machine learning approaches

Stéphane Loisel, Pierrick Piette, Jason Tsai

Modeling policyholders lapse behaviors is important to a life insurer since lapses affect pricing, reserving, profitability, liquidity, risk management, as well as the solvency of…