Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/21667
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Campo DC | Valor | Idioma |
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dc.contributor.author | Moreira, Carla | - |
dc.contributor.author | Keilegom, Ingrid van | - |
dc.date.accessioned | 2012-12-18T11:44:44Z | - |
dc.date.available | 2012-12-18T11:44:44Z | - |
dc.date.issued | 2012-03-21 | - |
dc.identifier.issn | 1888-5756 | - |
dc.identifier.uri | https://hdl.handle.net/1822/21667 | - |
dc.description.abstract | In this work we introduce and compare several bandwidth selection procedures for kernel density estimation of a random variable that is sampled under random double truncation. The work is motivated by the fact that this type of incomplete data is often encountered in studies in astronomy and medicine. The bandwidth selection procedures we study are appropriate modifications of the normal reference rule, the least squares cross-validation procedure, two types of plug-in procedures, and a bootstrap based method. The methods are first shown to work from a theoretical point of view. A simulation study is then carried out to assess the finite sample behavior of these five bandwidth selectors. We also illustrate the use of the various practical bandwidth selectors by means of data regarding the luminosity of quasars in astronomy. | por |
dc.description.sponsorship | IAP research network grant nr. P6/03 of the Belgian government (Belgian Science Policy), by the European Research Council under the European Community’s Seventh Framework Programme (FP7/2007-2013) / ERC Grant agreement No. 203650, and by the contract “Projet d’Actions de Recherche Concertées” (ARC) 11/16-039 of the “Communauté française de Belgique” (granted by the “Académie universitaire Louvain”) | por |
dc.language.iso | eng | por |
dc.publisher | Universidade de Vigo | por |
dc.relation | info:eu-repo/grantAgreement/EC/FP7/203650 | - |
dc.rights | restrictedAccess | por |
dc.subject | Bandwidth selection | por |
dc.subject | Bootstrap | por |
dc.subject | Kernel density estimation | por |
dc.subject | Double truncation | por |
dc.subject | Cross-validation | por |
dc.subject | Normal reference rule | por |
dc.subject | Plug-in | por |
dc.title | Bandwidth selection for kernel density estimation with doubly truncated data | por |
dc.type | other | por |
dc.peerreviewed | no | por |
dc.relation.publisherversion | http://webs.uvigo.es/depc05/reports.htm | por |
sdum.publicationstatus | published | por |
oaire.citationStartPage | 1 | por |
oaire.citationEndPage | 24 | por |
oaire.citationConferencePlace | Universidade de Vigo - Vigo - Espanha | por |
oaire.citationTitle | DISCUSSION PAPERS IN STATISTICS | por |
oaire.citationVolume | Report 12/03 | por |
Aparece nas coleções: | CMAT - Outros trabalhos de investigação / Other research works |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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version120223.pdf Acesso restrito! | Documento principal | 277,57 kB | Adobe PDF | Ver/Abrir |