A new flexible family of continuous distributions: the additive Odd-G family
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Dosyalar
Tarih
2021
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
MDPI AG
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
This paper introduces a new family of distributions based on the additive model structure. Three submodels of the proposed family are studied in detail. Two simulation studies were performed to discuss the maximum likelihood estimators of the model parameters. The log location-scale regression model based on a new generalization of the Weibull distribution is introduced. Three datasets were used to show the importance of the proposed family. Based on the empirical results, we concluded that the proposed family is quite competitive compared to other models.
Açıklama
Anahtar Kelimeler
Generalized distribution family, Odd loglogistic family, Odd Weibull family, Regression, Serial systems
Kaynak
Mathematics
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
9
Sayı
16
Künye
Altun, E., Korkmaz, M. Ç., El-Morshedy, M., & Eliwa, M. S. (2021). A New Flexible Family of Continuous Distributions: The Additive Odd-G Family. Mathematics, 9(16), 1837.
