Browsing by Author "Chesneau, Christophe"
Now showing items 1-7 of 7
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The alpha-skew hyperbolic secant distribution with applications to an astronomical dataset
Korkmaz, Mustafa Çağatay; Toibourani, El-Fahad; Kioeye, Jean Yves Togo; Chesneau, Christophe (Nicel Bilimler Dergisi (Online), 2022)This work demonstrates the attractivity of the alpha-skew hyperbolic secant distribution, a new skewed distribution based on the alpha-skew technique and the hyperbolic secant distribution. In the first part, we determine ... -
A new alternative quantile regression model for the bounded response with educational measurements applications of OECD countries
Korkmaz, Mustafa Çağatay; Chesneau, Christophe; Korkmaz, Zehra Sedef (Taylor and Francis Ltd., 2021)This article introduces a new distribution with two tuning parameters specified on the unit interval. It follows from a ‘hyperbolic secant transformation’ of a random variable following the Weibull distribution. The lack ... -
On the arcsecant hyperbolic normal distribution. Properties, quantile regression modeling and applications
Korkmaz, Mustafa Çağatay; Chesneau, Christophe; Korkmaz, Zehra Sedef (MDPI AG, 2021)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 inverse. The use of such a function ... -
On the unit Burr-XII distribution with the quantile regression modeling and applications
Korkmaz, Mustafa Çağatay; Chesneau, Christophe (Springer Science and Business Media Deutschland GmbH, 2021)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 ... -
On the Unit-Chen distribution with associated quantile regression and applications
Korkmaz, Mustafa Çağatay; Altun, Emrah; Chesneau, Christophe; Yousof, Haitham M. (De Gruyter Open Ltd, 2022)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 inverted exponential function. Basic ... -
Transmuted unit rayleigh quantile regression model: alternative to beta and kumaraswamy quantile regression models
Korkmaz, Mustafa Çağatay; Chesneau, Christophe; Korkmaz, Zehra Sedef (Univ Politehnica Bucharest, 2021)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 model of the proposed distribution ... -
The unit folded normal distribution: a new unit probability distribution with the estimation procedures, quantile regression modeling and educational attainment applications
Korkmaz, Mustafa Çağatay; Chesneau, Christophe; Korkmaz, Zehra Sedef (River Publishers, 2022)In this paper, we develop a continuous distribution on the unit interval characterized by the distribution of the absolute hyperbolic tangent transformation of a random variable following the normal distribution. The lack ...
