The exponential lindley odd log-logistic-g family: properties, characterizations and applications
Yükleniyor...
Tarih
2018
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Atlantis Press
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
A new family of distributions called the exponential Lindley odd log-logistic G family is introduced and studied. The new generator generalizes three newly defined G families and also defines two new G families We provide some mathematical properties of the new family. Characterizations based on truncated moments as well as in terms of the hazard function are presented. The maximum likelihood is used for estimating the model parameters. We assess the performance of the maximum likelihood estimators in terms of biases and mean squared errors by means of a simulation study. Finally, the usefulness of the family is illustrated by means of three real data sets. The new model provides consistently better fits than other competitive models for these data sets.
Açıklama
Anahtar Kelimeler
Exponential Lindley family, Odd log-logistic family, Mixture distribution family, Maximum likeli-hood, Moments, Characterizations, Generalized distribution family, Mixture family
Kaynak
Journal of Statistical Theory and Applications (JSTA)
WoS Q Değeri
N/A
Scopus Q Değeri
Cilt
17
Sayı
3
Künye
Mustafa Ç. Korkmaz, Haitham M. Yousof, & G. G. Hamedani. (2018). The Exponential Lindley Odd Log-Logistic-G Family: Properties, Characterizations and Applications. Journal of Statistical Theory and Applications (JSTA), 3. https://doi.org/10.2991/jsta.2018.17.3.10
