CANLI
Yükleniyor Veriler getiriliyor…
Scopus Özgün Makale Scopus
The Inverse Burr Log-Logistic Distribution: Properties Applications and Different Methods of Estimation
Reliability: Theory & Applications 2023 Cilt 72 Sayı 1
Scopus Eşleşmesi Bulundu
18
Cilt
500-515
Sayfa
Scopus Yazarları: Festus C. Opone, Kadir Karakaya, Francis E.U. Osagiede
Özet
Lifetime distributions have played a significant role in lifetime data analysis. Despite the numerous distributions in literature, there have been several motivations for developing new ones. In this paper, a new lifetime distribution is proposed. Some important functions of the new distribution, such as probability density, cumulative distribution, survival, hazard, and quantile are derived in closed form. Some distributional properties such as moments, moment generating function, linear representation, probability weighted moments, etc. are obtained. Some estimators such as the least square estimator (LSE), the weighted least square estimator (WLSE), the Anderson-Darling estimator (ADE) and the Cramer-von Mises estimator (CvME) are investigated for three unknown parameters. The efficiency of the estimators is checked via Monte Carlo simulation based on the bias and mean square error criteria. The usability of the new distribution is investigated with two real data sets and empirical results obtained reveal that the new distribution offers a promising fit for the data sets under study.
Anahtar Kelimeler (Scopus)
Bur distribution log-logistic distribution parameter estimation quantile

Anahtar Kelimeler

Bur distribution log-logistic distribution parameter estimation quantile

Makale Bilgileri

Dergi Reliability: Theory & Applications
ISSN 1932-2321
Yıl 2023 / 3. ay
Cilt / Sayı 72 / 1
Sayfalar 500 – 515
Makale Türü Özgün Makale
Hakemlik Hakemli
Endeks Scopus
Yayın Dili İngilizce
Kapsam Uluslararası
Toplam Yazar 3 kişi
Erişim Türü Elektronik
Erişim Linki Makaleye Git
Alan Fen Bilimleri ve Matematik Temel Alanı İstatistik

YÖKSİS Yazar Kaydı

Yazar Adı OPONE FESTUS, KARAKAYA KADİR, OSAGIEDE FRANCIS E.U.
YÖKSİS ID 7641348