A new unit distribution based on the unbounded johnson distribution rule: The unit johnson SU distribution

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dc.authorid0000-0003-3302-0705en_US
dc.contributor.authorGündüz, Selim
dc.contributor.authorKorkmaz, Mustafa Çağatay
dc.date.accessioned2020-09-16T07:19:57Z
dc.date.available2020-09-16T07:19:57Z
dc.date.issued2020
dc.departmentAÇÜ, Eğitim Fakültesien_US
dc.description.abstractThis paper proposes a new probability distribution, which belongs a member of the exponential family, defined on (0,1) unit interval. The new unit model has been defined by relation of a random variable defined on unbounded interval with respect to standard logistic function. Some basic statistical properties of newly defined distribution are derived and studied. The different estimation methods and some inferences for the model parameters have been derived. We assess the performance of the estimators of these estimation methods based on the three different simulation scenarios. The analysis of three real data examples which one is related to the coronavirus data, show better fit of proposed distribution than many known distributions on the unit interval under some comparing criteria.
dc.identifier.citationGündüz, S., & Korkmaz, M. Ç. (2020). A New Unit Distribution Based On The Unbounded Johnson Distribution Rule: The Unit Johnson SU Distribution. Pakistan Journal of Statistics and Operation Research, 16(3), 471-490, doi: 10.18187/pjsor.v16i3.3421.en_US
dc.identifier.doi10.18187/pjsor.v16i3.3421
dc.identifier.endpage490en_US
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ1
dc.identifier.startpage471en_US
dc.identifier.urihttps://hdl.handle.net/11494/2179
dc.identifier.volume16en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKorkmaz, Mustafa Çağatay
dc.language.isoenen_US
dc.publisherUniversity of the Punjaben_US
dc.relation.ispartofPakistan Journal of Statistics and Operation Research
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectUnit Distributionen_US
dc.subjectJohnson’s Distributionsen_US
dc.subjectPoint Estimationen_US
dc.subjectBeta Distributionen_US
dc.subjectExponential Familyen_US
dc.subjectCoronavirus Dataen_US
dc.subjectCOVID-19en_US
dc.subjectRecovery Rateen_US
dc.subjectBurr Modelingen_US
dc.titleA new unit distribution based on the unbounded johnson distribution rule: The unit johnson SU distributionen_US
dc.typeArticle

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