The Weibull Marshall-Olkin family: Regression model and application to censored data

Basit Öğe Kaydı
dc.authorid0000-0003-3302-0705en_US
dc.authorid0000-0002-6723-6785en_US
dc.contributor.authorKorkmaz, Mustafa Çağatay
dc.contributor.authorCordeiro, Gauss M.
dc.contributor.authorYousof, Haitham M.
dc.contributor.authorPescim, Rodrigo R.
dc.contributor.authorAfify, Ahmed Z.
dc.contributor.authorNadarajah, Saralee
dc.date.accessioned2020-07-10T08:57:44Z
dc.date.available2020-07-10T08:57:44Z
dc.date.issued2019
dc.departmentAÇÜ, Eğitim Fakültesien_US
dc.description.abstractWe introduce a new class of distributions called the Weibull Marshall-Olkin-G family. We obtain some of its mathematical properties. The special models of this family provide bathtub-shaped, decreasing-increasing, increasing-decreasing-increasing, decreasing-increasing-decreasing, monotone, unimodal and bimodal hazard functions. The maximum likelihood method is adopted for estimating the model parameters. We assess the performance of the maximum likelihood estimators by means of two simulation studies. We also propose a new family of linear regression models for censored and uncensored data. The flexibility and importance of the proposed models are illustrated by means of three real data sets.
dc.identifier.citationKorkmaz, M. Ç., Cordeiro, G. M., Yousof, H. M., Pescim, R. R., Afify, A. Z., & Nadarajah, S. (2019). The Weibull Marshall–Olkin family: Regression model and application to censored data. Communications in Statistics-Theory and Methods, 48(16), 4171-4194. doi:10.1080/03610926.2018.1490430.en_US
dc.identifier.doi10.1080/03610926.2018.1490430
dc.identifier.endpage4191en_US
dc.identifier.issue16en_US
dc.identifier.scopusqualityQ2
dc.identifier.startpage4171en_US
dc.identifier.urihttps://hdl.handle.net/11494/2143
dc.identifier.volume48en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKorkmaz, Mustafa Çağatay
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.ispartofCommunications in Statistics - Theory and Methods
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBimodal hazard rateen_US
dc.subjectCensored dataen_US
dc.subjectMarshall–Olkin familyen_US
dc.subjectMaximum likelihood estimationen_US
dc.subjectRegression modelen_US
dc.subjectWeibull distributionen_US
dc.titleThe Weibull Marshall-Olkin family: Regression model and application to censored dataen_US
dc.typeArticle

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
[ X ]
İsim:
m.cagatay.korkmaz.pdf
Boyut:
2.3 MB
Biçim:
Adobe Portable Document Format
Açıklama:
İndir
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