A New Power Topp–Leone distribution with applications to engineering and industry data

We introduced a brand-new member of the family that is going to be referred to as the New Power Topp-Leone Generated (NPTL-G). This new member is one of a kind. Given the major functions that created this new member, important mathematical aspects are discussed in as much detail as possible. We deri...

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Autores principales: Atchadé, Mintodê Nicodème, N’bouké, Melchior, Djibril, Aliou Moussa, Shahzadi, Shabnam, Hussam, Eslam, Aldallal, Ramy, Alshanbari, Huda M., Gemeay, Ahmed M., El-Bagoury, Abdal-Aziz H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844870/
https://www.ncbi.nlm.nih.gov/pubmed/36649270
http://dx.doi.org/10.1371/journal.pone.0278225
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author Atchadé, Mintodê Nicodème
N’bouké, Melchior
Djibril, Aliou Moussa
Shahzadi, Shabnam
Hussam, Eslam
Aldallal, Ramy
Alshanbari, Huda M.
Gemeay, Ahmed M.
El-Bagoury, Abdal-Aziz H.
author_facet Atchadé, Mintodê Nicodème
N’bouké, Melchior
Djibril, Aliou Moussa
Shahzadi, Shabnam
Hussam, Eslam
Aldallal, Ramy
Alshanbari, Huda M.
Gemeay, Ahmed M.
El-Bagoury, Abdal-Aziz H.
author_sort Atchadé, Mintodê Nicodème
collection PubMed
description We introduced a brand-new member of the family that is going to be referred to as the New Power Topp-Leone Generated (NPTL-G). This new member is one of a kind. Given the major functions that created this new member, important mathematical aspects are discussed in as much detail as possible. We derived some functions for the new one, included the Rényi entropy, the qf, series development, and moment weighted probabilities. Moreover, to estimate the values of the parameters of our model that were not known, we employed the maximum likelihood technique. In addition, two actual datasets from the real world were investigated in order to bring attention to the possible applications of this novel distribution. This new model performs better than three key rivals based on the measurements that were collected.
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spelling pubmed-98448702023-01-18 A New Power Topp–Leone distribution with applications to engineering and industry data Atchadé, Mintodê Nicodème N’bouké, Melchior Djibril, Aliou Moussa Shahzadi, Shabnam Hussam, Eslam Aldallal, Ramy Alshanbari, Huda M. Gemeay, Ahmed M. El-Bagoury, Abdal-Aziz H. PLoS One Research Article We introduced a brand-new member of the family that is going to be referred to as the New Power Topp-Leone Generated (NPTL-G). This new member is one of a kind. Given the major functions that created this new member, important mathematical aspects are discussed in as much detail as possible. We derived some functions for the new one, included the Rényi entropy, the qf, series development, and moment weighted probabilities. Moreover, to estimate the values of the parameters of our model that were not known, we employed the maximum likelihood technique. In addition, two actual datasets from the real world were investigated in order to bring attention to the possible applications of this novel distribution. This new model performs better than three key rivals based on the measurements that were collected. Public Library of Science 2023-01-17 /pmc/articles/PMC9844870/ /pubmed/36649270 http://dx.doi.org/10.1371/journal.pone.0278225 Text en © 2023 Atchadé et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Atchadé, Mintodê Nicodème
N’bouké, Melchior
Djibril, Aliou Moussa
Shahzadi, Shabnam
Hussam, Eslam
Aldallal, Ramy
Alshanbari, Huda M.
Gemeay, Ahmed M.
El-Bagoury, Abdal-Aziz H.
A New Power Topp–Leone distribution with applications to engineering and industry data
title A New Power Topp–Leone distribution with applications to engineering and industry data
title_full A New Power Topp–Leone distribution with applications to engineering and industry data
title_fullStr A New Power Topp–Leone distribution with applications to engineering and industry data
title_full_unstemmed A New Power Topp–Leone distribution with applications to engineering and industry data
title_short A New Power Topp–Leone distribution with applications to engineering and industry data
title_sort new power topp–leone distribution with applications to engineering and industry data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844870/
https://www.ncbi.nlm.nih.gov/pubmed/36649270
http://dx.doi.org/10.1371/journal.pone.0278225
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