On the unit Burr-XII distribution with the quantile regression modeling and applications
Yükleniyor...
Tarih
2021
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer Science and Business Media Deutschland GmbH
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this paper, we modify the Burr-XII distribution through the inverse exponential scheme to obtain a new two-parameter distribution on the unit interval called the unit Burr-XII distribution. The basic statistical properties of the newly defined distribution are studied. Parameters estimation is dealt and different estimation methods are assessed through two simulation studies. A new quantile regression model based on the proposed distribution is introduced. Applications of the proposed distribution and its regression model to real data sets show that the proposed models have better modeling capabilities than competing models.
Açıklama
Anahtar Kelimeler
Probability weighted moments, Order statistics, Stochastic ordering, Data analysis, Regression model, Unit distribution, Burr-XII distribution, Recovery rate, Viable CD34+ cells
Kaynak
Computational and Applied Mathematics
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
40
Sayı
1
Künye
Korkmaz, M. Ç., & Chesneau, C. (2021). On the unit Burr-XII distribution with the quantile regression modeling and applications. Computational and Applied Mathematics, 40(1), 1-26.
