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 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 …

Unit exponential probability distribution: Characterization and applications in environmental and engineering data modeling

HS Bakouch, T Hussain, M Tošić, VS Stojanović… - Mathematics, 2023 - mdpi.com
Distributions with bounded support show considerable sparsity over those with unbounded
support, despite the fact that there are a number of real-world contexts where observations …

The log-weighted exponential regression model: alternative to the beta regression model

E Altun - Communications in Statistics-Theory and Methods, 2021 - Taylor & Francis
In this paper, we introduce a new two-parameter distribution, called log-weighted
exponential (log-WE) distribution, defined on the unit interval. Some of the statistical …

A new heavy-tailed distribution defined on the bounded interval: the logit slash distribution and its application

MÇ Korkmaz - Journal of Applied Statistics, 2020 - Taylor & Francis
This paper proposes a new heavy-tailed and alternative slash type distribution on a
bounded interval via a relation of a slash random variable with respect to the standard …

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 …

The unit-improved second-degree Lindley distribution: inference and regression modeling

E Altun, GM Cordeiro - Computational Statistics, 2020 - Springer
We define a new one-parameter model on the unit interval, called the unit-improved second-
degree Lindley distribution, and obtain some of its structural properties. The methods of …