Influence analysis for the generalized Waring regression model

Simple item page
dc.contributor.authorRivas, Luisa
dc.contributor.authorGalea, Manuel
dc.date.accessioned2024-01-10T13:13:51Z
dc.date.available2024-01-10T13:13:51Z
dc.date.issued2020
dc.description.abstractIn this paper, we consider a regression model under the generalized Waring distribution for modeling count data. We develop and implement local influence diagnostic techniques based on likelihood displacement. Also we develop case-deletion methods. The generalized Waring regression model is presented as a mixture of the Negative Binomial and the Beta II distributions, and it is compared to the Negative Binomial and Waring regression models. Estimation is performed by maximum likelihood function. The influence measures developed in this paper are applied to a Spanish football league data set. Empirical results show that the generalized Waring regression model performs better when compared to the Negative Binomial and Waring regression models. Technical details are presented in the Appendix.
dc.description.funderUniversidad de Concepcion
dc.description.funderFONDECYT-Fondo Nacional de Desarrollo Cientifico y Tecnologico, Chile
dc.fechaingreso.objetodigital2024-05-08
dc.format.extent27 páginas
dc.fuente.origenWOS
dc.identifier.doi10.1080/02664763.2019.1670148
dc.identifier.eissn1360-0532
dc.identifier.issn0266-4763
dc.identifier.urihttps://doi.org/10.1080/02664763.2019.1670148
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/78347
dc.identifier.wosidWOS:000488114300001
dc.information.autorucMatemática;Galea Rojas Manuel Jesus;S/I;1008589
dc.issue.numero1
dc.language.isoen
dc.nota.accesocontenido parcial
dc.pagina.final27
dc.pagina.inicio1
dc.publisherTAYLOR & FRANCIS LTD
dc.revistaJOURNAL OF APPLIED STATISTICS
dc.rightsacceso restringido
dc.subjectLocal influence diagnostic
dc.subjectcase-deletion methods
dc.subjectappropriate perturbation
dc.subjectbeta-negative binomial mixture
dc.subjectLOCAL INFLUENCE
dc.subjectDIAGNOSTICS
dc.subject.ods03 Good Health and Well-being
dc.subject.odspa03 Salud y bienestar
dc.titleInfluence analysis for the generalized Waring regression model
dc.typeartículo
dc.volumen47
sipa.codpersvinculados1008589
sipa.indexWOS
sipa.indexScopus
sipa.trazabilidadCarga SIPA;09-01-2024
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
2024-05-08. Influence analysis for the generalized Waring regression model.pdf
Size:
2.44 KB
Format:
Adobe Portable Document Format
Description:
Download
Collections
Artículos de revistas