Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/2073
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dc.contributor.authorCao, R-
dc.contributor.authorLopez-De-Ullibarri, I-
dc.contributor.authorJANSSEN, Paul-
dc.contributor.authorVERAVERBEKE, Noel-
dc.date.accessioned2007-11-11T09:59:33Z-
dc.date.available2007-11-11T09:59:33Z-
dc.date.issued2005-
dc.identifier.citationJOURNAL OF NONPARAMETRIC STATISTICS, 17(1). p. 31-56-
dc.identifier.issn1048-5252-
dc.identifier.urihttp://hdl.handle.net/1942/2073-
dc.description.abstractIn this article, a modification of the Kaplan-Meier and Nelson-Aalen estimators in the right random censorship model is studied. The new estimators are obtained by replacing the censoring indicator variables in the classical definitions by values of a nonparametric regression estimator. Asymptotic normality is obtained and it is shown that this presmoothing idea leads to a gain in asymptotic mean squared error. A local plug-in bandwidth selector is introduced and the problem of optimal pilot bandwidth selection for this estimator is studied. The gain of the presmoothed estimators with automatic plug-in bandwidth selector is demonstrated in a simulation study.-
dc.languageEnglish-
dc.language.isoen-
dc.publisherTAYLOR & FRANCIS LTD-
dc.subject.otherbandwidth selection; censored data; kernel smoothing; plug-in bandwidth-
dc.titlePresmoothed Kaplan-Meier and Nelson-Aalen estimators-
dc.typeJournal Contribution-
dc.identifier.epage56-
dc.identifier.issue1-
dc.identifier.spage31-
dc.identifier.volume17-
local.format.pages26-
local.bibliographicCitation.jcatA1-
dc.description.notesUniv Coruna, Escuela Univ Politecn, Dept Matemat, La Coruna 15405, Spain. Univ Coruna, Fac Informat, Dept Matemat, La Coruna 15071, Spain. Limburgs Univ Ctr, B-3590 Diepenbeek, Belgium.Lopez-De-Ullibarri, I, Univ Coruna, Escuela Univ Politecn, Dept Matemat, Campus Serantes, La Coruna 15405, Spain.ilu@udc.es-
local.type.refereedRefereed-
local.type.specifiedArticle-
dc.bibliographicCitation.oldjcatA1-
dc.identifier.doi10.1080/10485250410001713981-
dc.identifier.isi000226670400003-
item.fullcitationCao, R; Lopez-De-Ullibarri, I; JANSSEN, Paul & VERAVERBEKE, Noel (2005) Presmoothed Kaplan-Meier and Nelson-Aalen estimators. In: JOURNAL OF NONPARAMETRIC STATISTICS, 17(1). p. 31-56.-
item.contributorCao, R-
item.contributorLopez-De-Ullibarri, I-
item.contributorJANSSEN, Paul-
item.contributorVERAVERBEKE, Noel-
item.accessRightsClosed Access-
item.fulltextNo Fulltext-
item.validationecoom 2006-
crisitem.journal.issn1048-5252-
crisitem.journal.eissn1029-0311-
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