Duval, Francis; Pigeon, Mathieu - In: Risks : open access journal 7 (2019) 3/79, pp. 1-18
In this paper, we propose models for non-life loss reserving combining traditional approaches such as Mack's or generalized linear models and gradient boosting algorithm in an individual framework. These claim-level models use information about each of the payments made for each of the claims in...