Open AccessOn the Extension of Exponentiated Pareto Distribution
Author(s) -
Amal S. Hassan,
Saeed E. Hemeda,
Said G. Nassr
Publication year - 2021
Publication title -
journal of modern applied statistical methods
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.169
H-Index - 28
ISSN - 1538-9472
DOI - 10.22237/jmasm/1619481840
Subject(s) - mathematics , extension (predicate logic) , estimator , pareto distribution , statistics , pareto principle , lomax distribution , least squares function approximation , generalized pareto distribution , pareto interpolation , maximum likelihood , distribution (mathematics) , bayesian probability , computer science , extreme value theory , mathematical analysis , programming language
In this study, an extended exponentiated Pareto distribution is proposed. Some statistical properties are derived. We consider maximum likelihood, least squares, weighted least squares and Bayesian estimators. A simulation study is implemented for investigating the accuracy of different estimators. An application of the proposed distribution to a real data is presented.