Bootstrap Selector for the Smoothing Parameter of Beran’s Estimator

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UDC.coleccionInvestigaciónes_ES
UDC.departamentoMatemáticases_ES
UDC.grupoInvModelización, Optimización e Inferencia Estatística (MODES)es_ES
UDC.issue1es_ES
UDC.journalTitleEngineering Proceedingses_ES
UDC.startPage28es_ES
UDC.volume7es_ES
dc.contributor.authorPeláez, Rebeca
dc.contributor.authorCao, Ricardo
dc.contributor.authorVilar, Juan M.
dc.date.accessioned2022-01-14T18:51:40Z
dc.date.available2022-01-14T18:51:40Z
dc.date.issued2021
dc.descriptionPresented at the 4th XoveTIC Conference, A Coruña, Spain, 7–8 October 2021.es_ES
dc.description.abstract[Abstract] This work proposes a resampling technique to approximate the smoothing parameter of Beran’s estimator. It is based on resampling by the smoothed bootstrap and minimising the bootstrap approximation of the mean integrated squared error to find the bootstrap bandwidth. The behaviour of this method has been tested by simulation on several models. Bootstrap confidence intervals are also addressed in this research and their performance is analysed in the simulation study.es_ES
dc.description.sponsorshipThis research has been supported by MINECO Grant MTM2017-82724-R, and by the Xunta de Galicia (Grupos de Referencia Competitiva ED431C-2016-015 and Centro Singular de Investigación de Galicia ED431G/01), all of them through the ERDFes_ES
dc.description.sponsorshipXunta de Galicia; ED431C-2016-015es_ES
dc.description.sponsorshipXunta de Galicia; ED431G/01es_ES
dc.identifier.citationSuárez, R.P.; Abad, R.C.; Fernández, J.M.V. Bootstrap Selector for the Smoothing Parameter of Beran’s Estimator. Eng. Proc. 2021, 7, 28. https://doi.org/10.3390/engproc2021007028es_ES
dc.identifier.doi10.3390/engproc2021007028
dc.identifier.urihttp://hdl.handle.net/2183/29395
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/MTM2017-82724-R/ES/INFERENCIA ESTADISTICA FLEXIBLE PARA DATOS COMPLEJOS DE GRAN VOLUMEN Y DE ALTA DIMENSION
dc.relation.urihttps://doi.org/10.3390/engproc2021007028es_ES
dc.rightsAtribución 4.0 Internacionales_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectBeran’s estimatores_ES
dc.subjectSurvival analysises_ES
dc.subjectBootstrapes_ES
dc.subjectBandwidth selectores_ES
dc.subjectConfidence intervalses_ES
dc.titleBootstrap Selector for the Smoothing Parameter of Beran’s Estimatores_ES
dc.typeconference outputes_ES
dspace.entity.typePublication
relation.isAuthorOfPublication3360aaca-39be-43b4-a458-974e79cdbc6b
relation.isAuthorOfPublication8266f7ba-97e2-451f-9c0a-5501266378e0
relation.isAuthorOfPublication.latestForDiscovery3360aaca-39be-43b4-a458-974e79cdbc6b

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