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A novel family of lifetime distribution with applications to real and simulated data

The paper investigates a new scheme for generating lifetime probability distributions. The scheme is called Exponential- H family of distribution. The paper presents an application of this family by using the Weibull distribution, the new distribution is then called New Flexible Exponential distribu...

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Detalles Bibliográficos
Autores principales: Ijaz, Muhammad, Mashwani, Wali Khan, Belhaouari, Samir Brahim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7529267/
https://www.ncbi.nlm.nih.gov/pubmed/33002015
http://dx.doi.org/10.1371/journal.pone.0238746
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author Ijaz, Muhammad
Mashwani, Wali Khan
Belhaouari, Samir Brahim
author_facet Ijaz, Muhammad
Mashwani, Wali Khan
Belhaouari, Samir Brahim
author_sort Ijaz, Muhammad
collection PubMed
description The paper investigates a new scheme for generating lifetime probability distributions. The scheme is called Exponential- H family of distribution. The paper presents an application of this family by using the Weibull distribution, the new distribution is then called New Flexible Exponential distribution or in short NFE. Various statistical properties are derived, such as quantile function, order statistics, moments, etc. Two real-life data sets and a simulation study have been performed so that to assure the flexibility of the proposed model. It has been declared that the proposed distribution offers nice results than Exponential, Weibull Exponential, and Exponentiated Exponential distribution.
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spelling pubmed-75292672020-10-02 A novel family of lifetime distribution with applications to real and simulated data Ijaz, Muhammad Mashwani, Wali Khan Belhaouari, Samir Brahim PLoS One Research Article The paper investigates a new scheme for generating lifetime probability distributions. The scheme is called Exponential- H family of distribution. The paper presents an application of this family by using the Weibull distribution, the new distribution is then called New Flexible Exponential distribution or in short NFE. Various statistical properties are derived, such as quantile function, order statistics, moments, etc. Two real-life data sets and a simulation study have been performed so that to assure the flexibility of the proposed model. It has been declared that the proposed distribution offers nice results than Exponential, Weibull Exponential, and Exponentiated Exponential distribution. Public Library of Science 2020-10-01 /pmc/articles/PMC7529267/ /pubmed/33002015 http://dx.doi.org/10.1371/journal.pone.0238746 Text en © 2020 Ijaz et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ijaz, Muhammad
Mashwani, Wali Khan
Belhaouari, Samir Brahim
A novel family of lifetime distribution with applications to real and simulated data
title A novel family of lifetime distribution with applications to real and simulated data
title_full A novel family of lifetime distribution with applications to real and simulated data
title_fullStr A novel family of lifetime distribution with applications to real and simulated data
title_full_unstemmed A novel family of lifetime distribution with applications to real and simulated data
title_short A novel family of lifetime distribution with applications to real and simulated data
title_sort novel family of lifetime distribution with applications to real and simulated data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7529267/
https://www.ncbi.nlm.nih.gov/pubmed/33002015
http://dx.doi.org/10.1371/journal.pone.0238746
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