Publicação
Improved Shape Parameter Estimation for the Three-Parameter Log-Logistic Distribution
| dc.contributor.author | Mateus, Ayana | |
| dc.contributor.author | Caeiro, Frederico | |
| dc.contributor.institution | CMA - Centro de Matemática e Aplicações | |
| dc.contributor.institution | DM - Departamento de Matemática | |
| dc.contributor.pbl | Wiley | |
| dc.date.accessioned | 2022-08-24T22:16:19Z | |
| dc.date.available | 2022-08-24T22:16:19Z | |
| dc.date.issued | 2022-02-13 | |
| dc.description | ||
| dc.description.abstract | The log-logistic distribution is widely used in different fields of study such as survival analysis, hydrology, insurance, and economics. Recently, Ahsanullah and Alzaatreh studied the best linear unbiased estimators for the location and the scale parameters of the three-parameter log-logistic model. The same authors also propose a shift-invariant Hill estimator for the unknown shape parameter. In this work, we propose a new estimation method for the shape parameter. We derive its nondegenerate asymptotic behaviour and analyse its finite sample performance through a Monte Carlo simulation study. To have precise estimates, we present a method for selecting the threshold. To illustrate the improvement achieved, efficiency comparisons are also provided. | en |
| dc.description.version | publishersversion | |
| dc.description.version | published | |
| dc.format.extent | 13 | |
| dc.format.extent | 801534 | |
| dc.identifier.doi | 10.1155/2022/8400130 | |
| dc.identifier.issn | 2577-7408 | |
| dc.identifier.other | PURE: 42510751 | |
| dc.identifier.other | PURE UUID: 3c7b5a8d-9d98-4889-ac19-1cee062eecef | |
| dc.identifier.other | ORCID: /0000-0002-5630-3321/work/108135228 | |
| dc.identifier.other | WOS: 000779970100007 | |
| dc.identifier.uri | http://hdl.handle.net/10362/143272 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.relation | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F00297%2F2020/PT | |
| dc.relation | Center for Mathematics and Applications | |
| dc.relation | Center for Mathematics and Applications | |
| dc.title | Improved Shape Parameter Estimation for the Three-Parameter Log-Logistic Distribution | en |
| dc.type | journal article | |
| degois.publication.firstPage | 1 | |
| degois.publication.lastPage | 13 | |
| degois.publication.title | Computational and Mathematical Methods | |
| degois.publication.volume | 2022 | |
| dspace.entity.type | Publication | |
| oaire.awardNumber | UIDB/00297/2020 | |
| oaire.awardNumber | UIDP/00297/2020 | |
| oaire.awardTitle | Center for Mathematics and Applications | |
| oaire.awardTitle | Center for Mathematics and Applications | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F00297%2F2020/PT | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F00297%2F2020/PT | |
| oaire.fundingStream | 6817 - DCRRNI ID | |
| oaire.fundingStream | 6817 - DCRRNI ID | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| rcaap.rights | openAccess | |
| relation.isProjectOfPublication | d00ae22f-ec2b-47b2-935e-60cb44493cc6 | |
| relation.isProjectOfPublication | 65d392f7-8781-4d70-b9f3-069b07d4a311 | |
| relation.isProjectOfPublication.latestForDiscovery | d00ae22f-ec2b-47b2-935e-60cb44493cc6 |
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