Roel Verbelen

Unravelling the Predictive Power of Telematics Data in Car Insurance Pricing

Roel Verbelen, Katrien Antonio, Gerda Claeskens · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2018 · 128 citations · Full text

Car Insurance Pricing, Insurance Distribution, Telematics Data +24

FITTING MIXTURES OF ERLANGS TO CENSORED AND TRUNCATED DATA USING THE EM ALGORITHM

Roel Verbelen, Lan Gong, Katrien Antonio et al. · Astin Bulletin · 2015 · 74 citations · Full text

Em Algorithm, Mixture Distribution, Engineering +10

Modelling censored losses using splicing: A global fit strategy with mixed Erlang and extreme value distributions

Tom Reynkens, Roel Verbelen, Jan Beirlant et al. · Insurance Mathematics and Economics · 2017 · 61 citations · Full text

Engineering, Data Science, Mixed Erlang +6

A data driven binning strategy for the construction of insurance tariff classes

Roel Henckaerts, Katrien Antonio, Maxime Clijsters et al. · Scandinavian Actuarial Journal · 2018 · 53 citations

Sparse regression with Multi-type Regularized Feature modeling

Sander Devriendt, Katrien Antonio, Tom Reynkens et al. · Insurance Mathematics and Economics · 2020 · 35 citations · Full text

Sparse Representation, Engineering, Machine Learning +7