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Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution
In this paper, an inference on stress-strength reliability model is introduced in case of the exponentiated generalized Marshall Olkin G family of distributions. The maximum likelihood estimator of the stress-strength reliability function is deduced. An asymptotic confidence and bootstrap confidence...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10411788/ https://www.ncbi.nlm.nih.gov/pubmed/37556469 http://dx.doi.org/10.1371/journal.pone.0280183 |
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author | Salah Youssef Temraz, Neama |
author_facet | Salah Youssef Temraz, Neama |
author_sort | Salah Youssef Temraz, Neama |
collection | PubMed |
description | In this paper, an inference on stress-strength reliability model is introduced in case of the exponentiated generalized Marshall Olkin G family of distributions. The maximum likelihood estimator of the stress-strength reliability function is deduced. An asymptotic confidence and bootstrap confidence intervals for the stress-strength reliability function are derived. A Bayesian inference is introduced for the stress-strength reliability. A simulation is introduced to obtain the maximum likelihood and Bayesian estimates for the stress strength reliability. Real data applications are provided to show the results for the stress-strength model and compare the exponentiated generalized Marshall Olkin-G distribution with other distributions. |
format | Online Article Text |
id | pubmed-10411788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-104117882023-08-10 Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution Salah Youssef Temraz, Neama PLoS One Research Article In this paper, an inference on stress-strength reliability model is introduced in case of the exponentiated generalized Marshall Olkin G family of distributions. The maximum likelihood estimator of the stress-strength reliability function is deduced. An asymptotic confidence and bootstrap confidence intervals for the stress-strength reliability function are derived. A Bayesian inference is introduced for the stress-strength reliability. A simulation is introduced to obtain the maximum likelihood and Bayesian estimates for the stress strength reliability. Real data applications are provided to show the results for the stress-strength model and compare the exponentiated generalized Marshall Olkin-G distribution with other distributions. Public Library of Science 2023-08-09 /pmc/articles/PMC10411788/ /pubmed/37556469 http://dx.doi.org/10.1371/journal.pone.0280183 Text en © 2023 Neama Salah Youssef Temraz 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 Salah Youssef Temraz, Neama Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution |
title | Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution |
title_full | Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution |
title_fullStr | Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution |
title_full_unstemmed | Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution |
title_short | Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution |
title_sort | inference on the stress strength reliability with exponentiated generalized marshall olkin-g distribution |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10411788/ https://www.ncbi.nlm.nih.gov/pubmed/37556469 http://dx.doi.org/10.1371/journal.pone.0280183 |
work_keys_str_mv | AT salahyousseftemrazneama inferenceonthestressstrengthreliabilitywithexponentiatedgeneralizedmarshallolkingdistribution |