On the Unit-Chen distribution with associated quantile regression and applications
[ X ]
Tarih
2022
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
De Gruyter Open Ltd
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this paper, a new distribution defined on (0, 1) is introduced. It is obtained by the transformation of a positive random variable following the Chen distribution with respect to the inverted exponential function. Basic distributional properties of the newly defined distribution are studied. Then, as a statistical model, we examine different methods of estimation for related parameters. We assess the performance of the obtained estimators by a complete simulation study. Subsequently, the quantile regression model based on the proposed distribution is introduced. Applications of the proposed models to real data sets show that they have better modeling capabilities than fair competitors. © 2022 Mathematical Institute Slovak Academy of Sciences.
Açıklama
Anahtar Kelimeler
Chen model, Data analysis, Kumaraswamy distribution, Mathematical properties, Quantile regression, Unit Chen distribution, Unit distribution
Kaynak
Mathematica Slovaca
WoS Q Değeri
Q1
Scopus Q Değeri
Q2
Cilt
72
Sayı
3
Künye
Korkmaz, M. Ç., Altun, E., Chesneau, C., & Yousof, H. M. (2022). On the unit-Chen distribution with associated quantile regression and applications. Mathematica Slovaca, 72(3), 765-786.
