66 citations · 121 across the 5 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.AP2019★ 1 cited
Modeling the occurrence of events subject to a reporting delay via an EM algorithm
Roel Verbelen, Katrien Antonio, Gerda Claeskens +1
A delay between the occurrence and the reporting of events often has practical implications such as for the amount of capital to hold for insurance companies, or for taking prevent…
stat.AP2019★ 1 cited
Boosting insights in insurance tariff plans with tree-based machine learning methods
Roel Henckaerts, Marie-Pier Côté, Katrien Antonio +1
Pricing actuaries typically operate within the framework of generalized linear models (GLMs). With the upswing of data analytics, our study puts focus on machine learning methods t…