The type II quasi lambert G family of probability distributions

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dc.authorid0000-0003-3302-0705en_US
dc.contributor.authorHamedani, G. G.
dc.contributor.authorKorkmaz, Mustafa Çağatay
dc.contributor.authorButt, Nadeem Shafique
dc.contributor.authorYousof, Haitham M.
dc.date.accessioned2023-02-23T08:26:45Z
dc.date.available2023-02-23T08:26:45Z
dc.date.issued2022
dc.departmentAÇÜ, Eğitim Fakültesi, Eğitim Bilimleri Bölümüen_US
dc.description.abstractProbability distributions and their families play an effective role in statistical modeling and statistical analysis. Recently, researchers have been increasingly interested in generating new families with high flexibility and low number of milestones. We propose and study a new family of continuous distributions. Relevant properties are presented. Many bivariate versions of the new family are derived under the Farlie-Gumbel-Morgenstern copula, modified Farlie-Gumbel-Morgenstern copula, Clayton copula, entropy copula and Ali-Mikhail-Haq copula. We present two characterizations of the new family. Different estimation methods such as the maximum likelihood estimation, maximum product spacing estimation, least squares estimation, weighted least squares estimation, Anderson-Darling estimation and the Cramer-von Mises estimation methods are considered. Simulation studies for comparing estimation methods are performed based on the baseline Lindley model. Two real data sets are analyzed for comparing the competitive models.
dc.identifier.citationHamedani, G. G., Korkmaz, M. C., Butt, N. S., & Yousof, H. M. (2022). The Type II Quasi Lambert Family. Pakistan Journal of Statistics and Operation Research, 963–983. ‌en_US
dc.identifier.doi10.18187/pjsor.v18i4.3907
dc.identifier.endpage983en_US
dc.identifier.issue4en_US
dc.identifier.startpage963en_US
dc.identifier.urihttps://doi.org/10.18187/pjsor.v18i4.3907
dc.identifier.urihttps://hdl.handle.net/11494/4717
dc.identifier.volume18en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.institutionauthorKorkmaz, Mustafa Çağatay
dc.language.isoenen_US
dc.publisherUNIV 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.subjectCharacterizationsen_US
dc.subjectMaximum product spacingen_US
dc.subjectMaximum likelihooden_US
dc.subjectClayton copulaen_US
dc.subjectAnderson-darling estimationen_US
dc.subjectAli-Mikhail-Haq Copulaen_US
dc.titleThe type II quasi lambert G family of probability distributionsen_US
dc.typeArticle

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