Modelling Unobserved Heterogeneity in Claim Counts Using Finite Mixture Models

When modelling insurance claim count data, the actuary often observes overdispersion and an excess of zeros that may be caused by unobserved heterogeneity. A common approach to accounting for overdispersion is to consider models with some overdispersed distribution as opposed to Poisson models. Zero...

Full description

Bibliographic Details
Main Authors: Lluís Bermúdez, Dimitris Karlis, Isabel Morillo
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/8/1/10