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

MÇ Korkmaz, C Chesneau - Computational and Applied Mathematics, 2021 - Springer
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 …

On the unit-Chen distribution with associated quantile regression and applications

MC Korkmaz, E Altun, C Chesneau… - Mathematica …, 2022 - degruyter.com
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 unit log–log distribution: A new unit distribution with alternative quantile regression modeling and educational measurements applications

MÇ Korkmaz, ZS Korkmaz - Journal of Applied Statistics, 2023 - Taylor & Francis
In this paper, we propose a new distribution, named unit log–log distribution, defined on the
bounded (0, 1) interval. Basic distributional properties such as model shapes, stochastic …

On the arcsecant hyperbolic normal distribution. Properties, quantile regression modeling and applications

MÇ Korkmaz, C Chesneau, ZS Korkmaz - Symmetry, 2021 - mdpi.com
This work proposes a new distribution defined on the unit interval. It is obtained by a novel
transformation of a normal random variable involving the hyperbolic secant function and its …

A new quantile regression for modeling bounded data under a unit Birnbaum–Saunders distribution with applications in medicine and politics

J Mazucheli, V Leiva, B Alves, AFB Menezes - Symmetry, 2021 - mdpi.com
Quantile regression provides a framework for modeling the relationship between a response
variable and covariates using the quantile function. This work proposes a regression model …

A new regression model for bounded response variable: An alternative to the beta and unit-Lindley regression models

E Altun, M El-Morshedy, MS Eliwa - Plos one, 2021 - journals.plos.org
A new distribution defined on (0, 1) interval is introduced. Its probability density and
cumulative distribution functions have simple forms. Thanks to its simple forms, the …

[PDF][PDF] Transmuted unit Rayleigh quantile regression model: Alternative to beta and Kumaraswamy quantile regression models

MÇ Korkmaz, C Chesneau… - Univ. Politeh. Buchar …, 2021 - scientificbulletin.upb.ro
In this paper, a new alternative unit distribution is presented. It consists of applying the
quadratic transmutation scheme with the unit Rayleigh distribution. The quantile regression …

New lifetime distribution for modeling data on the unit interval: properties, applications and quantile regression

S Nasiru, AG Abubakari, C Chesneau - Mathematical and Computational …, 2022 - mdpi.com
Probability distributions are very useful in modeling lifetime datasets. However, no specific
distribution is suitable for all kinds of datasets. In this study, the bounded truncated Cauchy …

A new unit distribution based on the unbounded Johnson distribution rule: the unit Johnson SU distribution

S Gündüz, MÇ Korkmaz - 2020 - openaccess.artvin.edu.tr
This paper proposes a new probability distribution, which belongs a member of the
exponential family, defined on (0, 1) unit interval. The new unit model has been defined by …

Unit upper truncated Weibull distribution with extension to 0 and 1 inflated model–Theory and applications

IE Okorie, E Afuecheta, HS Bakouch - Heliyon, 2023 - cell.com
A two-parameter unit distribution and its regression model plus its extension to 0 and 1
inflation is introduced and studied. The distribution is called the unit upper truncated Weibull …