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Equalizing the Cost of Health Insurance
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2017 (English)In: Proceedings of the 126th European Study GroupMathematics with Industry / [ed] Daan Crommelin, Stella Kapodistria, Guus Regts, Chris Stolk, Peter van de Ven, SWI , 2017, p. 29-49Conference paper, Published paper (Other academic)
Abstract [en]

The Dutch government compensates health insurance companies when insuringindividuals who are estimated to have high health care costs. This is necessaryto avoid insurers not offering services to certain groups or not providing themwith a high quality of service. It is, however, unknown to what extent thedifferences in health care expenses by different groups of people are truly due toa poorer or better health status. We explore several statistical approaches thatfacilitate explaining the cause of these differences.

Place, publisher, year, edition, pages
SWI , 2017. p. 29-49
Keywords [en]
Health insurance, risk equalisation, model selection, predictivemodel, explanatory model, model selection, lasso, elastic net, ridge regression, clustering
National Category
Probability Theory and Statistics
Research subject
Mathematics
Identifiers
URN: urn:nbn:se:kau:diva-69465OAI: oai:DiVA.org:kau-69465DiVA, id: diva2:1253082
Conference
SWI 2017, Amsterdam, January 23 – 27, 2017
Available from: 2018-10-03 Created: 2018-10-03 Last updated: 2019-11-14Bibliographically approved

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fulltext(1841 kB)181 downloads
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https://www.swi-wiskunde.nl/swi2017/https://www.swi-wiskunde.nl/swi2017/wp-content/uploads/sites/4/2018/04/SWI2017_ScientificProceedings.pdf

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Richardson, Omar

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Department of Mathematics and Computer Science (from 2013)
Probability Theory and Statistics

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • apa.csl
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
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Output format
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