Varying risk exposure in auto insurance: a weighted tweedie framework for experience rating an cancellation penalties

Jean-Philippe Boucher, Raïssa Coulibaly, Julien Trufin

This paper proposes a new family of Tweedie-based ratemaking models that explicitly account for mid-term policy cancellations. Using an automobile insurance dataset from a Canadian…