Transmuted unit rayleigh quantile regression model: alternative to beta and kumaraswamy quantile regression models

Basit Öğe Kaydı
dc.authorid0000-0003-3302-0705en_US
dc.authorid0000-0002-3466-8119en_US
dc.contributor.authorKorkmaz, Mustafa Çağatay
dc.contributor.authorChesneau, Christophe
dc.contributor.authorKorkmaz, Zehra Sedef
dc.date.accessioned2021-09-09T10:49:25Z
dc.date.available2021-09-09T10:49:25Z
dc.date.issued2021
dc.departmentAÇÜ, Eğitim Fakültesi, Eğitim Bilimleri Bölümüen_US
dc.description.abstractIn this paper, a new alternative unit distribution is presented. It consists of applying the quadratic transmutation scheme with the unit Rayleigh distribution. The quantile regression model of the proposed distribution is developed, as well as the maximum likelihood estimation of the unknown regression model parameters. We consider a real data application that links a measure of the educational attainment of OECD (Organization for Economic Co-operation and Development) countries with some of their Better Life Index such as life satisfaction, homicide rate, and voter turnout. It is shown that the proposed quantile regression model provides a better fit than well-known regression models in the literature when the unit response variable has skewed observations and outliers.
dc.identifier.citationKorkmaz, M. Ç., Chesneau, C., & Korkmaz, Z. S. (2021). Transmuted unit Rayleigh quantile regression model: alternative to beta and Kumaraswamy quantile regression models. Univ. Politeh. Buchar. Sci. Bull. Ser. Appl. Math. Phys. 83(3), 149-158.en_US
dc.identifier.endpage158en_US
dc.identifier.issue3en_US
dc.identifier.startpage149en_US
dc.identifier.urihttps://hdl.handle.net/11494/3411
dc.identifier.volume83en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.institutionauthorKorkmaz, Mustafa Çağatay
dc.institutionauthorKorkmaz, Zehra Sedef
dc.language.isoenen_US
dc.publisherUniv Politehnica Bucharesten_US
dc.relation.ispartofUniversity Politehnica of Bucharest Scientific Bulletin-Series A-Applied Mathematics and Physics
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectUnit Rayleigh distributionen_US
dc.subjectQuantile regressionen_US
dc.subjectResidualsen_US
dc.subjectTransmuted unit distributionen_US
dc.subjectEducational attainmenten_US
dc.subjectOECD data setsen_US
dc.titleTransmuted unit rayleigh quantile regression model: alternative to beta and kumaraswamy quantile regression modelsen_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