On the Unit-Chen distribution with associated quantile regression and applications

Basit Öğe Kaydı
dc.authorid0000-0003-3302-0705en_US
dc.contributor.authorKorkmaz, Mustafa Çağatayen_US
dc.contributor.authorAltun, Emrah
dc.contributor.authorChesneau, Christophe
dc.contributor.authorYousof, Haitham M.
dc.date.accessioned2022-07-21T12:46:02Z
dc.date.available2022-07-21T12:46:02Z
dc.date.issued2022
dc.departmentAÇÜ, Eğitim Fakültesi, Eğitim Bilimleri Bölümüen_US
dc.description.abstractIn this paper, a new distribution defined on (0, 1) is introduced. It is obtained by the transformation of a positive random variable following the Chen distribution with respect to the inverted exponential function. Basic distributional properties of the newly defined distribution are studied. Then, as a statistical model, we examine different methods of estimation for related parameters. We assess the performance of the obtained estimators by a complete simulation study. Subsequently, the quantile regression model based on the proposed distribution is introduced. Applications of the proposed models to real data sets show that they have better modeling capabilities than fair competitors. © 2022 Mathematical Institute Slovak Academy of Sciences.
dc.identifier.citationKorkmaz, M. Ç., Altun, E., Chesneau, C., & Yousof, H. M. (2022). On the unit-Chen distribution with associated quantile regression and applications. Mathematica Slovaca, 72(3), 765-786.en_US
dc.identifier.doi10.1515/ms-2022-0052
dc.identifier.endpage786en_US
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ2
dc.identifier.startpage765en_US
dc.identifier.urihttps://doi.org/10.1515/ms-2022-0052
dc.identifier.urihttps://hdl.handle.net/11494/3927
dc.identifier.volume72en_US
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKorkmaz, Mustafa Çağatay
dc.language.isoenen_US
dc.publisherDe Gruyter Open Ltden_US
dc.relation.ispartofMathematica Slovaca
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectChen modelen_US
dc.subjectData analysisen_US
dc.subjectKumaraswamy distributionen_US
dc.subjectMathematical propertiesen_US
dc.subjectQuantile regressionen_US
dc.subjectUnit Chen distributionen_US
dc.subjectUnit distributionen_US
dc.titleOn the Unit-Chen distribution with associated quantile regression and applicationsen_US
dc.typeArticle

Dosyalar

Lisans paketi
Listeleniyor 1 - 1 / 1
[ X ]
İsim:
license.txt
Boyut:
1.44 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama:
İndir

Koleksiyon

Eğitim Bilimleri Bölümü Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu