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Bootstrap Selector for the Smoothing Parameter of Beran’s Estimator
| dc.contributor.author | Peláez, Rebeca | |
| dc.contributor.author | Cao, Ricardo | |
| dc.contributor.author | Vilar, Juan M. | |
| dc.date.accessioned | 2022-01-14T18:51:40Z | |
| dc.date.available | 2022-01-14T18:51:40Z | |
| dc.date.issued | 2021 | |
| dc.identifier.citation | Suárez, 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/engproc2021007028 | es_ES |
| dc.identifier.uri | http://hdl.handle.net/2183/29395 | |
| dc.description | Presented 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.sponsorship | This 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 ERDF | es_ES |
| dc.description.sponsorship | Xunta de Galicia; ED431C-2016-015 | es_ES |
| dc.description.sponsorship | Xunta de Galicia; ED431G/01 | es_ES |
| dc.language.iso | eng | es_ES |
| dc.publisher | MDPI | es_ES |
| dc.relation | info: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.uri | https://doi.org/10.3390/engproc2021007028 | es_ES |
| dc.rights | Atribución 4.0 Internacional | es_ES |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | * |
| dc.subject | Beran’s estimator | es_ES |
| dc.subject | Survival analysis | es_ES |
| dc.subject | Bootstrap | es_ES |
| dc.subject | Bandwidth selector | es_ES |
| dc.subject | Confidence intervals | es_ES |
| dc.title | Bootstrap Selector for the Smoothing Parameter of Beran’s Estimator | es_ES |
| dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
| dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
| UDC.journalTitle | Engineering Proceedings | es_ES |
| UDC.volume | 7 | es_ES |
| UDC.issue | 1 | es_ES |
| UDC.startPage | 28 | es_ES |
| dc.identifier.doi | 10.3390/engproc2021007028 |
