Driving Risk Assessment using Near-miss Events based on Panel Poisson Regression and Panel Negative Binomial Regression

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dc.contributor.authorSun, Shuai
dc.contributor.authorBi, Jun
dc.contributor.authorGuillén, Montserrat
dc.contributor.authorPérez Marín, Ana María
dc.date.accessioned2021-11-09T19:10:11Z
dc.date.available2021-11-09T19:10:11Z
dc.date.issued2021-07
dc.date.updated2021-11-09T19:10:11Z
dc.description.abstractThis study proposes a method for identifying and evaluating driving risk as a first step towards calculating premiums in the newly emerging context of usage-based insurance. Telematics data gathered by the Internet of Vehicles (IoV) contain a large number of near-miss events which can be regarded as an alternative for modeling claims or accidents for estimating a driving risk score for a particular vehicle and its driver (...)
dc.format.extent22 p.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec713346
dc.identifier.issn1099-4300
dc.identifier.pmid34209743
dc.identifier.urihttps://hdl.handle.net/2445/181175
dc.language.isoeng
dc.publisherMDPI
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.3390/e23070829
dc.relation.ispartofEntropy, 2021, vol. 23, num. 829, p. 1-22
dc.relation.urihttps://doi.org/10.3390/e23070829
dc.rightscc-by (c) Sun, Shaui et al., 2021
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceArticles publicats en revistes (Econometria, Estadística i Economia Aplicada)
dc.subject.classificationAvaluació del risc
dc.subject.classificationAssegurances d'accidents de treball
dc.subject.classificationAnàlisi de regressió
dc.subject.classificationAnàlisi de dades de panel
dc.subject.otherRisk assessment
dc.subject.otherEmployers' liability insurance
dc.subject.otherRegression analysis
dc.subject.otherPanel analysis
dc.titleDriving Risk Assessment using Near-miss Events based on Panel Poisson Regression and Panel Negative Binomial Regression
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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