A New Unit Distribution Based On The Unbounded Johnson Distribution Rule: The Unit Johnson SU Distribution

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dc.authoridkorkmaz, mustafa cagatay/0000-0003-3302-0705
dc.contributor.authorGunduz, Selim
dc.contributor.authorKorkmaz, Mustafa C.
dc.date.accessioned2025-01-06T17:44:42Z
dc.date.available2025-01-06T17:44:42Z
dc.date.issued2020
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.doi10.18187/pjsor.v16i3.3421
dc.identifier.endpage490
dc.identifier.issn1816-2711
dc.identifier.issn2220-5810
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85090337898
dc.identifier.scopusqualityQ1
dc.identifier.startpage471
dc.identifier.urihttps://doi.org/10.18187/pjsor.v16i3.3421
dc.identifier.urihttps://hdl.handle.net/20.500.14669/3163
dc.identifier.volume16
dc.identifier.wosWOS:000565190200006
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherUniv Punjab
dc.relation.ispartofPakistan Journal of Statistics and Operation Research
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241211
dc.subjectUnit Distribution
dc.subjectJohnson's Distributions
dc.subjectPoint Estimation
dc.subjectBeta Distribution
dc.subjectExponential Family
dc.subjectCoronavirus Data
dc.subjectCOVID-19
dc.subjectRecovery Rate
dc.subjectBurr Modeling
dc.titleA New Unit Distribution Based On The Unbounded Johnson Distribution Rule: The Unit Johnson SU Distribution
dc.typeArticle

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