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
Hızlı Erişim
Metrikler
Yazar Sayısı
3