Neural networks approach for determining total claim amounts in insurance

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dc.contributor.authorDalkilic, Turkan Erbay
dc.contributor.authorTank, Fatih
dc.contributor.authorKula, Kamile Sanli
dc.date.accessioned2020-06-25T17:48:14Z
dc.date.available2020-06-25T17:48:14Z
dc.date.issued2009
dc.departmentKırıkkale Üniversitesi
dc.descriptionTank, Fatih/0000-0003-3758-396X
dc.description.abstractIn this study, we present an approach based on neural networks, as an alternative to the ordinary least squares method, to describe the relation between the dependent and independent variables. It has been suggested to construct a model to describe the relation between dependent and independent variables as an alternative to the ordinary least squares method. A new model, which contains the month and number of payments, is proposed based on real data to determine total claim amounts in insurance as an alternative to the model suggested by Rousseeuw et al. (1984) [Rousseeuw, P., Daniels, B., Leroy, A., 1984. Applying robust regression to insurance. Insurance: Math. Econom. 3,67-72] in view of an insurer. (C) 2009 Elsevier B.V. All rights reserved.en_US
dc.identifier.citationclosedAccessen_US
dc.identifier.doi10.1016/j.insmatheco.2009.06.004
dc.identifier.endpage241en_US
dc.identifier.issn0167-6687
dc.identifier.issn1873-5959
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-70349233798
dc.identifier.scopusqualityQ1
dc.identifier.startpage236en_US
dc.identifier.urihttps://doi.org/10.1016/j.insmatheco.2009.06.004
dc.identifier.urihttps://hdl.handle.net/20.500.12587/4366
dc.identifier.volume45en_US
dc.identifier.wosWOS:000271335800011
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier Science Bven_US
dc.relation.ispartofInsurance Mathematics & Economics
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNeural networksen_US
dc.subjectLeast squares methoden_US
dc.subjectTotal claim amounten_US
dc.subjectClaim amount paymentsen_US
dc.subjectFuzzy if-then rulesen_US
dc.titleNeural networks approach for determining total claim amounts in insuranceen_US
dc.typeArticle

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