Shilong Li

High-dimensional claim severity modeling with misrepresentation adjustment via deep learning

Abstract In insurance underwriting, applicants may deliberately misrepresent certain risk factors to secure lower premiums. However, from the insurer’s perspective, verifying the true status of these risk factors is both time-consuming and resource-intensive. To address this chal...