Modified-Lindley distribution and its applications to the real data
Yükleniyor...
Tarih
2022
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ankara Üniversitesi
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this paper, a new three-parameter lifetime distribution is proposed by mixing modified Weibull and generalized gamma distributions. The point estimation on the distribution parameters are discussed through several estimators. The interval estimation is also studied with two methods based on asymptotic normality and likelihood ratio. A Monte Carlo simulation study is performed to evaluate the biases and mean square errors behaviors of point estimates for a different sample of size. A simulation study is also conducted to investigate the coverage probabilities of confidence intervals. The distribution modeling analyses are provided based on several real data sets to demonstrate the fitting ability of the introduced distribution.
Açıklama
Anahtar Kelimeler
Confidence interval, Data analysis, Lifetime distribution, Lindley distribution, Point estimates
Kaynak
Communications Faculty of Sciences University of Ankara Series A1: Mathematics and Statistics
WoS Q Değeri
N/A
Scopus Q Değeri
Cilt
71
Sayı
1
Künye
Kuş, C. , Korkmaz, M. Ç. , Kınacı, İ. , Karakaya, K. & Akdoğan, Y. (2022). Modified-Lindley distribution and its applications to the real data . Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics , 71 (1) , 252-272.
