Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/25154
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dc.contributor.authorGroeneboom, Piet-
dc.contributor.authorHENDRICKX, Kim-
dc.date.accessioned2017-11-10T11:05:21Z-
dc.date.available2017-11-10T11:05:21Z-
dc.date.issued2017-
dc.identifier.citationScandinavian journal of statistics, 45(1), p. 135-163-
dc.identifier.issn0303-6898-
dc.identifier.urihttp://hdl.handle.net/1942/25154-
dc.description.abstractWe discuss a new way of constructing pointwise confidence intervals for the distribution function in the current status model. The confidence intervals are based on the smoothed maximum likelihood estimator, using local smooth functional theory and normal limit distributions. Bootstrap methods for constructing these intervals are considered. Other methods to construct confidence intervals, using the non-standard limit distribution of the (restricted) maximum likelihood estimator, are compared with our approach via simulations and real data applications.-
dc.description.sponsorshipWe are very grateful to Cécile Durot for communicating her approach to the proof of lemma 2 to us. The 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.rights(C) 2017 Board of the Foundation of the Scandinavian Journal of Statistics-
dc.subject.otherbootstrap; confidence intervals; current status; maximum likelihood estimator; smoothed maximum likelihood estimator-
dc.titleConfidence intervals for the current status model-
dc.typeJournal Contribution-
dc.identifier.epage163-
dc.identifier.issue1-
dc.identifier.spage135-
dc.identifier.volume45-
local.bibliographicCitation.jcatA1-
dc.description.notesHendrickx, K (reprint author), Hasselt Univ, I BioStat, Agoralaan, B-3590 Diepenbeek, Belgium. kim.hendrickx@uhasselt.be-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.type.programmeVSC-
dc.identifier.doi10.1111/sjos.12294-
dc.identifier.isi000424656000006-
item.fulltextWith Fulltext-
item.fullcitationGroeneboom, Piet & HENDRICKX, Kim (2017) Confidence intervals for the current status model. In: Scandinavian journal of statistics, 45(1), p. 135-163.-
item.contributorGroeneboom, Piet-
item.contributorHENDRICKX, Kim-
item.accessRightsOpen Access-
item.validationecoom 2019-
crisitem.journal.issn0303-6898-
crisitem.journal.eissn1467-9469-
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