On the unit Burr-XII distribution with the quantile regression modeling and applications
Citation
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.Abstract
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.