On almost unbiased ridge logistic estimator for the logistic regression model

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dc.contributor.authorWu, Jibo
dc.contributor.authorAsar, Yasin
dc.date.accessioned2024-02-23T14:48:52Z
dc.date.available2024-02-23T14:48:52Z
dc.date.issued2016
dc.departmentNEÜen_US
dc.description.abstractSchaefer et al. (15) proposed a ridge logistic estimator in logistic regression model. In this paper a new estimator based on the ridge logistic estimator is introduced in logistic regression model and we call it as almost unbiased ridge logistic estimator. The performance of the new estimator over the ridge logistic estimator and the maximum likelihood estimator in scalar mean squared error criterion is investigated. We also present a numerical example and a simulation study to illustrate the theoretical resultsen_US
dc.description.sponsorshipNational Natural Science Foundation of China [11501072]; Natural Science Foundation Project of CQ CSTC [cstc2015jcyjA00001]; Scientific and Technological Research Program of Chongqing Municipal Education Commission [KJ1501114]en_US
dc.description.sponsorshipThe authors are thankful to the editor and the reviewers for their valuable comments and suggestions which have led to substantial improvement in the paper. This work was supported by the National Natural Science Foundation of China [No. 11501072], the Natural Science Foundation Project of CQ CSTC [No. cstc2015jcyjA00001], and the Scientific and Technological Research Program of Chongqing Municipal Education Commission [No. KJ1501114]en_US
dc.identifier.endpage998en_US
dc.identifier.issn1303-5010
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-84978764168en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage989en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12452/17854
dc.identifier.volume45en_US
dc.identifier.wosWOS:000384774500023en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherHacettepe Univ, Fac Scien_US
dc.relation.ispartofHacettepe Journal Of Mathematics And Statisticsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAlmost Unbiased Ridge Logistic Estimatoren_US
dc.subjectRidge Logistic Estimatoren_US
dc.subjectLogistic Regression Modelen_US
dc.subjectScalar Mean Squared Erroren_US
dc.titleOn almost unbiased ridge logistic estimator for the logistic regression modelen_US
dc.typeArticleen_US

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