Statistical inference for a novel distribution using ranked set sampling with applications

HM Aljohani - Heliyon, 2024 - cell.com
Working on symmetrical or asymmetrical data is complicated since each requires a different
probability density function. Many statistical distributions can be used for these data types …

[HTML][HTML] Bayesian and non-Bayesian inference for the compound Poisson log-normal model with application in finance

MA Almuqrin - Alexandria Engineering Journal, 2024 - Elsevier
In this article, we described a novel class of distributions that can be analyzed in complex
and skewed real data sets. We called the proposed distribution as compound Poisson log …

[HTML][HTML] A new approach of generalized Rayleigh distribution with analysis of asymmetric data sets

I Alkhairy - Alexandria Engineering Journal, 2024 - Elsevier
Defining a probability model suitable for analyzing intricate and skewed real datasets holds
significant importance in statistics. Here In this study, a novel class of models using the …

[HTML][HTML] On the applications of novel weighted exponentiated lomax model to fitting lifetime datasets

AS Alghamdi - Alexandria Engineering Journal, 2024 - Elsevier
The Lomax distribution is widely recognized in distributional theory and thoroughly applied
in many study fields, particularly in engineering and lifetime studies. Considering the …

[HTML][HTML] Modeling insurance loss data using novel approach of moment exponential model: Inference, actuarial measures and application

MMM El-Din, MA Meraou, N Alsadat, A Kumar… - Alexandria Engineering …, 2024 - Elsevier
Asymmetrical probability models are helpful for analyzing skewed data sets since they allow
you to describe the form of the distribution and anticipate the chance of extreme events. This …

[HTML][HTML] Bayesian and non Bayesian inference for extended two parameters model with application in financial and production fields

MH Alhelali, BSO Alsaedi - Alexandria Engineering Journal, 2024 - Elsevier
In statistical inference, introducing a probability distribution appropriate for modeling
complex, skewed and symmetric datasets plays an important role. This article presents a …

[HTML][HTML] New Arctan-generator family of distributions with an example of Frechet distribution: Simulation and analysis to strength of glass and carbon fiber data

A Ahmad, FM Alghamdi, A Ahmad, O Albalawi… - Alexandria Engineering …, 2024 - Elsevier
Since standard distributions do not fundamentally have an acceptable fit to all types of data
sets, it is necessary to construct extensions of standard distributions to increase their …

A Novel Three-Parameter Nadarajah Haghighi Model: Entropy Measures, Inference, and Applications

E Alshawarbeh, FM Alghamdi, MA Meraou… - Symmetry, 2024 - mdpi.com
The fitting and modeling of skewed, complex, symmetric, and asymmetric datasets is an
exciting research topic in many fields of applied sciences: notably, lifetime, medical, and …

[HTML][HTML] A novel statistical approach to COVID-19 variability using the Weibull-Inverse Nadarajah Haghighi distribution

A Ahmad, N Alsadat, AA Rather, MA Meraou… - Alexandria Engineering …, 2024 - Elsevier
Researchers have devoted decades to striving to create a plethora of distinctive distributions
in order to meet specific objectives. The argument is that traditional distributions have …

Analyzing Insurance Data with an Alpha Power Transformed Exponential Poisson Model

MA Meraou, MZ Raqab, FB Almathkour - Annals of Data Science, 2024 - Springer
In this paper, we propose a new model by adding an additional parameter to the baseline
distributions for modeling claim and risk data used in actuarial and financial studies. The …