Browsing Eğitim Bilimleri Bölümü by ORCID "0000-0002-3466-8119"
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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 ... -
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 log-log distribution: a new unit distribution with alternative quantile regression modeling and educational measurements applications
Korkmaz, Mustafa Çağatay; Korkmaz, Zehra Sedef (Taylor & Francis Inc, 2021)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 ordering, quantile function, moments, ...