An alternative distribution to lindley and power lindley distributions with characterizations, different estimation methods and data applications

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dc.authorid0000-0003-3302-0705en_US
dc.contributor.authorKorkmaz, Mustafa Çağatay
dc.contributor.authorHamedani, Gholamhossein G.
dc.date.accessioned2020-09-08T13:09:45Z
dc.date.available2020-09-08T13:09:45Z
dc.date.issued2020
dc.departmentAÇÜ, Eğitim Fakültesien_US
dc.description.abstractThis paper proposes a new extended Lindley distribution, which has a more flexible density and hazard rate shapes than the Lindley and Power Lindley distributions, based on the mixture distribution structure in order to model with new distribution characteristics real data phenomena. Its some distributional properties such as the shapes, moments, quantile function, Bonferonni and Lorenz curves, mean deviations and order statistics have been obtained. Characterizations based on two truncated moments, conditional expectation as well as in terms of the hazard function are presented. Different estimation procedures have been employed to estimate the unknown parameters and their performances are compared via Monte Carlo simulations. The flexibility and importance of the proposed model are illustrated by two real data sets.
dc.identifier.citationKorkmaz, M. C., & Hamedani, G. G. (2020). An alternative distribution to Lindley and Power Lindley distributions with characterizations, different estimation methods and data applications. Mathematica Slovaca, 70(4), 953-978. doi: 10.1515/ms-2017-0406en_US
dc.identifier.doi10.1515/ms-2017-0406
dc.identifier.endpage978en_US
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ2
dc.identifier.startpage953en_US
dc.identifier.urihttps://hdl.handle.net/11494/2165
dc.identifier.volume70en_US
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKorkmaz, Mustafa Çağatay
dc.language.isoenen_US
dc.publisherWalter De Gruyter Gmbhen_US
dc.relation.ispartofMathematica Slovaca
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectLindley distributionen_US
dc.subjectExtended Weibull distributionen_US
dc.subjectGeneralized Power Lindley distributionen_US
dc.subjectNon-monotone hazard rateen_US
dc.subjectCharacterizationsen_US
dc.titleAn alternative distribution to lindley and power lindley distributions with characterizations, different estimation methods and data applicationsen_US
dc.typeArticle

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