The hjorth's IDB generator of distributions: properties, characterizations, regression modeling and applications

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dc.authorid0000-0003-3302-0705en_US
dc.contributor.authorKorkmaz, Mustafa Çağatay
dc.contributor.authorAltun, Emrah
dc.contributor.authorYousof, Haitham M.
dc.contributor.authorHamedani, G. G.
dc.date.accessioned2020-06-02T07:50:47Z
dc.date.available2020-06-02T07:50:47Z
dc.date.issued2020
dc.departmentAÇÜ, Eğitim Fakültesien_US
dc.description.abstractWe introduce a new flexible class of continuous distributions via the Hjorth’s IDB model. We provide some mathematical prop-erties of the new family. Characterizations based on two truncated moments, conditional expectation as well as in terms of thehazard function are presented. The maximum likelihood method is used for estimating the model parameters. We assess the per-formance of the maximum likelihood estimators in terms of biases and mean squared errors by means of the simulation study.A new regression model as well as residual analysis are presented. Finally, the usefulness of the family is illustrated by means offour real data sets. The new model provides consistently better fits than other competitive models for these data sets.
dc.identifier.citationKorkmaz, M. Ç., Altun, E., Yousof, H. M., & Hamedani, G. G. (2020). The Hjorth's IDB Generator of Distributions: Properties, Characterizations, Regression Modeling and Applications. Journal of Statistical Theory and Applications, 19(1), 59-74.en_US
dc.identifier.doi10.2991/jsta.d.200302.001
dc.identifier.endpage74en_US
dc.identifier.issue1en_US
dc.identifier.scopusqualityN/A
dc.identifier.startpage59en_US
dc.identifier.urihttps://hdl.handle.net/11494/2084
dc.identifier.volume19en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKorkmaz, Mustafa Çağatay
dc.language.isoenen_US
dc.publisherAtlantis Pressen_US
dc.relation.ispartofJournal of Statistical Theory and Applications (JSTA)
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectHjorth modelen_US
dc.subjectGeneralized distribution familyen_US
dc.subjectRegressionen_US
dc.subjectResidual analysisen_US
dc.subjectCharacterizationsen_US
dc.subjectBathtuben_US
dc.subjectHazard rateen_US
dc.subjectPISA dataen_US
dc.subjectStudent cognitive skill dataen_US
dc.titleThe hjorth's IDB generator of distributions: properties, characterizations, regression modeling and applicationsen_US
dc.typeArticle

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