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 …
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 …
On predictive modeling using a new flexible Weibull distribution and machine learning approach: Analyzing the COVID-19 data
Predicting and modeling time-to-events data is a crucial and interesting research area. For
modeling and predicting such types of data, numerous statistical models have been …
modeling and predicting such types of data, numerous statistical models have been …
A statistical framework for a new two-parameter unit bilal distribution with application to model asymmetric data
In the realm of statistical mechanics, unit models are commonly employed to elucidate
tangible numerical values that fall within the range of 0–1, encompassing entities like …
tangible numerical values that fall within the range of 0–1, encompassing entities like …
A unit half-logistic geometric distribution and its application in insurance
AT Ramadan, AH Tolba, BS El-Desouky - Axioms, 2022 - mdpi.com
A new one parameter distribution recently was proposed for modelling lifetime data called
half logistic-geometric (HLG) distribution. In this paper, appropriate transformation is …
half logistic-geometric (HLG) distribution. In this paper, appropriate transformation is …
The unit generalized half-normal quantile regression model: formulation, estimation, diagnostics, and numerical applications
In this paper, we propose and derive a new regression model for response variables defined
on the open unit interval. By reparameterizing the unit generalized half-normal distribution …
on the open unit interval. By reparameterizing the unit generalized half-normal distribution …
[PDF][PDF] The unit folded normal distribution: A new unit probability distribution with the estimation procedures, quantile regression modeling and educational attainment …
MC Korkmaz, C Chesneau… - Journal of Reliability …, 2022 - journals.riverpublishers.com
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 …
distribution of the absolute hyperbolic tangent transformation of a random variable following …
The continuous Bernoulli distribution: Mathematical characterization, fractile regression, computational simulations, and applications
The continuous Bernoulli distribution is defined on the unit interval and has a unique
property related to fractiles. A fractile is a position on a probability density function where the …
property related to fractiles. A fractile is a position on a probability density function where the …
The log exponential-power distribution: Properties, estimations and quantile regression model
Recently, bounded distributions have attracted attention. These distributions are frequently
used in modeling rate and proportion data sets. In this study, a new alternative model is …
used in modeling rate and proportion data sets. In this study, a new alternative model is …
Quasi-Cauchy regression modeling for fractiles based on data supported in the unit interval
A fractile is a location on a probability density function with the associated surface being a
proportion of such a density function. The present study introduces a novel methodological …
proportion of such a density function. The present study introduces a novel methodological …