Equalizing the Cost of Health Insurance
Publication date
2018-04
Editors
Crommelin, Daan
Kapodistria, Stella
Regts, Guus
Stolk, Chris
van de Ven, Peter
Advisors
Supervisors
DOI
Document Type
Part of book
Metadata
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License
taverne
Abstract
The Dutch government compensates health insurance companies when insuring individuals who are estimated to have high health care costs. This is necessary to avoid insurers not offering services to certain groups or not providing them with a high quality of service. It is, however, unknown to what extent the differences in health care expenses by different groups of people are truly due to a poorer or better health status. We explore several statistical approaches that facilitate explaining the cause of these differences.
Keywords
health insurance, risk equalisation, model selection, predictivemodel, explanatory model, lasso, elastic net, ridge regression, clustering, Taverne
Citation
Kadu, A A, Beentjes, C, Di Bucchianico, A, Hamster, C, Man, I, Myerscough, K W, Regis, M & Richardson, O 2018, Equalizing the Cost of Health Insurance. in D Crommelin, S Kapodistria, G Regts, C Stolk & P van de Ven (eds), Proceedings of the 126th European Study Group Mathematics with Industry : SWI 2017. Studiegroep Wiskunde met de Industrie, pp. 29-49, SWI 2017, Amsterdam, 23/01/17., conference