A lifetime distribution based on a transformation of a two-sided power variate
Yükleniyor...
Dosyalar
Tarih
2015
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Atlantis Press
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
We introduce a new generalization of Weibull distribution by making use of a transformation of the standard two-sided power distributed random variable. Weibull and the exponentiated Weibull distributions are sub-models of this new distribution. We show that this newly defined distribution is in fact a mixture of the truncated forms of Weibull and the exponentiated Weibull distributions. The new distribution has two shape parameters that make it more flexible for modeling data than Weibull and exponentiated Weibull distributions. We study its properties, consider the maximum likelihood estimation procedure and apply it on some real data sets from reliability.
Açıklama
Anahtar Kelimeler
Generalized Weibull distribution, Maximum likelihood estimation, Mixture distribution, Reliability, Two-sided power distribution
Kaynak
Journal of Statistical Theory and Applications
WoS Q Değeri
N/A
Scopus Q Değeri
Cilt
14
Sayı
3
Künye
Korkmaz, M. C., & Genç, A. I. (2015). A Lifetime Distribution Based on a Transformation of a Two-Sided Power Variate. J. Stat. Theory Appl., 14(3), 265-280.
