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 …
obtain a new two-parameter distribution on the unit interval called the unit Burr-XII …
The unit-Weibull distribution as an alternative to the Kumaraswamy distribution for the modeling of quantiles conditional on covariates
J Mazucheli, AFB Menezes, LB Fernandes… - Journal of Applied …, 2020 - Taylor & Francis
The Beta distribution is the standard model for quantifying the influence of covariates on the
mean of a response variable on the unit interval. However, this well-known distribution is no …
mean of a response variable on the unit interval. However, this well-known distribution is no …
On the unit-Chen distribution with associated quantile regression and applications
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 …
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 …
bounded (0, 1) interval. Basic distributional properties such as model shapes, stochastic …
[HTML][HTML] Power Lambert uniform distribution: Statistical properties, actuarial measures, regression analysis, and applications
Here, we present a new bounded distribution known as the power Lambert uniform
distribution, and we deduce some of its statistical properties such as quantile function …
distribution, and we deduce some of its statistical properties such as quantile function …
On the arcsecant hyperbolic normal distribution. Properties, quantile regression modeling and applications
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 …
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
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 …
variable and covariates using the quantile function. This work proposes a regression model …
Bayesian and non-Bayesian inference for unit-exponentiated half-logistic distribution with data analysis
Unit distributions are typically used in probability theory and statistics to illustrate useful
quantities with values between zero and one. In this paper, we investigated an appropriate …
quantities with values between zero and one. In this paper, we investigated an appropriate …
A new regression model for bounded response variable: An alternative to the beta and unit-Lindley regression models
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 …
cumulative distribution functions have simple forms. Thanks to its simple forms, the …
The unit Teissier distribution and its applications
A Krishna, R Maya, C Chesneau… - Mathematical and …, 2022 - mdpi.com
A bounded form of the Teissier distribution, namely the unit Teissier distribution, is
introduced. It is subjected to a thorough examination of its important properties, including …
introduced. It is subjected to a thorough examination of its important properties, including …