A new truncated lindley-generated family of distributions : properties, regression analysis, and applications

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Autor(es): dc.contributorAlexandria University, Department of Mathematics and Computer Science-
Autor(es): dc.contributorKing Khalid University, College of Business, Department of Business Administration-
Autor(es): dc.contributorUniversity of São Paulo, Piracicaba, Department of Exact Sciences-
Autor(es): dc.contributorUniversity of Brasilia, Department of Statistics-
Autor(es): dc.contributorKing Khalid University, College of Business, Department of Business Administration-
Autor(es): dc.creatorHussein, Mohamed-
Autor(es): dc.creatorRodrigues, Gabriela Maria-
Autor(es): dc.creatorOrtega, Edwin M. M.-
Autor(es): dc.creatorVila, Roberto-
Autor(es): dc.creatorElsayed, Howaida-
Data de aceite: dc.date.accessioned2024-07-22T11:28:39Z-
Data de disponibilização: dc.date.available2024-07-22T11:28:39Z-
Data de envio: dc.date.issued2024-06-25-
Data de envio: dc.date.issued2024-06-25-
Data de envio: dc.date.issued2022-
Fonte completa do material: dc.identifierhttp://repositorio2.unb.br/jspui/handle/10482/48398-
Fonte completa do material: dc.identifierhttps://doi.org/10.3390/e25091359-
Fonte completa do material: dc.identifierhttps://orcid.org/0000-0002-7332-0334-
Fonte completa do material: dc.identifierhttps://orcid.org/0000-0002-1985-8141-
Fonte completa do material: dc.identifierhttps://orcid.org/0000-0003-3999-7402-
Fonte completa do material: dc.identifierhttps://orcid.org/0000-0003-1073-0114-
Fonte completa do material: dc.identifierhttps://orcid.org/0000-0003-1323-5346-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/capes/781330-
Descrição: dc.descriptionWe present the truncated Lindley-G (TLG) model, a novel class of probability distributions with an additional shape parameter, by composing a unit distribution called the truncated Lindley distribution with a parent distribution function 𝐺(𝑥). The proposed model’s characteristics including critical points, moments, generating function, quantile function, mean deviations, and entropy are discussed. Also, we introduce a regression model based on the truncated Lindley–Weibull distribution considering two systematic components. The model parameters are estimated using the maximum likelihood method. In order to investigate the behavior of the estimators, some simulations are run for various parameter settings, censoring percentages, and sample sizes. Four real datasets are used to demonstrate the new model’s potential.-
Descrição: dc.descriptionInstituto de Ciências Exatas (IE)-
Descrição: dc.descriptionDepartamento de Estatística (IE EST)-
Formato: dc.formatapplication/pdf-
Idioma: dc.languageen-
Publicador: dc.publisherMDPI-
Direitos: dc.rightsAcesso Aberto-
Direitos: dc.rights© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/).-
Palavras-chave: dc.subjectDados censurados-
Palavras-chave: dc.subjectAnálise de sobrevivência-
Palavras-chave: dc.subjectMáxima verossimilhança-
Palavras-chave: dc.subjectCovid-19-
Título: dc.titleA new truncated lindley-generated family of distributions : properties, regression analysis, and applications-
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