Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/27428
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dc.contributor.authorGroeneboom, Piet-
dc.contributor.authorHENDRICKX, Kim-
dc.date.accessioned2018-11-19T08:49:54Z-
dc.date.available2018-11-19T08:49:54Z-
dc.date.issued2017-
dc.identifier.citationELECTRONIC JOURNAL OF STATISTICS, 11(2), p. 3446-3484-
dc.identifier.issn1935-7524-
dc.identifier.urihttp://hdl.handle.net/1942/27428-
dc.description.abstractIt has been proved that direct bootstrapping of the nonparametric maximum likelihood estimator (MLE) of the distribution function in the current status model leads to inconsistent confidence intervals. We show that bootstrapping of functionals of the MLE can however be used to produce valid intervals. To this end, we prove that the bootstrapped MLE converges at the right rate in the L-p-distance. We also discuss applications of this result to the current status regression model.-
dc.description.sponsorshipThe research of the second author was supported by the Research Foundation Flanders (FWO) [grant number 11W7315N]. Support from the IAP Research Network P7/06 of the Belgian State (Belgian Science Policy) is gratefully acknowledged. For the simulations we used the infrastructure of the VSC - Flemish Supercomputer Center, funded by the Hercules Foundation and the Flemish Government - department EWI.-
dc.language.isoen-
dc.publisherINST MATHEMATICAL STATISTICS-
dc.subject.otherBootstrap; current status; MLE; smooth functionals-
dc.subject.otherBootstrap; current status; MLE; smooth functionals-
dc.titleThe nonparametric bootstrap for the current status model-
dc.typeJournal Contribution-
dc.identifier.epage3484-
dc.identifier.issue2-
dc.identifier.spage3446-
dc.identifier.volume11-
local.format.pages39-
local.bibliographicCitation.jcatA1-
dc.description.notes[Groeneboom, Piet] Delft Univ Technol, Mekelweg 4, NL-2628 CD Delft, Netherlands. [Hendrickx, Kim] Hasselt Univ, I BioStat, Agoralaan, B-3590 Diepenbeek, Belgium.-
local.publisher.placeCLEVELAND-
local.type.refereedRefereed-
local.type.specifiedArticle-
dc.identifier.doi10.1214/17-EJS1345-
dc.identifier.isi000438838500023-
item.fulltextWith Fulltext-
item.fullcitationGroeneboom, Piet & HENDRICKX, Kim (2017) The nonparametric bootstrap for the current status model. In: ELECTRONIC JOURNAL OF STATISTICS, 11(2), p. 3446-3484.-
item.contributorGroeneboom, Piet-
item.contributorHENDRICKX, Kim-
item.accessRightsOpen Access-
item.validationecoom 2019-
crisitem.journal.issn1935-7524-
crisitem.journal.eissn1935-7524-
Appears in Collections:Research publications
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