A new flexible lifetime model with log-location regression modeling, properties and applications
Yükleniyor...
Dosyalar
Tarih
2019
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Taru Publication
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this paper, we propose a new lifetime model for modeling fatigue lifetime data. Some of its statistical properties are obtained. The method of maximum likelihood is used to estimate the model parameters. Simulation study is given to demonstrate the maximum likelihood estimators of the parameters of proposed model. Moreover, a new log-location-scale regression model is introduced with its residuals analysis. Three applications to real data sets are given to prove the usefulness of proposed model in real data modeling.
Açıklama
Anahtar Kelimeler
Generalized half-normal distribution, Maximum likelihood estimation, Odd log-logistic family, Regression Modeling
Kaynak
Journal of Statistics and Management Systems
WoS Q Değeri
N/A
Scopus Q Değeri
Cilt
22
Sayı
5
Künye
Korkmaz, M. Ç., Altun, E., Alizadeh, M., & Yousof, H. M. (2019). A new flexible lifetime model with log-location regression modeling, properties and applications. Journal of Statistics and Management Systems, 22(5), 871-891.
