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Article: A Gibbs-sampler approach to estimate the number of faults in a system using capture-recapture sampling

TitleA Gibbs-sampler approach to estimate the number of faults in a system using capture-recapture sampling
Authors
Hayakawa, YYip, PSF
KeywordsCapture-recapture sampling
Credible interval
Gibbs sampler
Metropolis algorithm
Issue Date2000
PublisherIEEE.
Citation
Ieee Transactions On Reliability, 2000, v. 49 n. 4, p. 342-350 How to Cite?
DOI: http://dx.doi.org/10.1109/24.922486
AbstractA new recapture debugging model is suggested to estimate the number of faults in a system, ν, and the failure intensity of each fault, φ. The Gibbs sampler and the Metropolis algorithm are used in this inference procedure. A numerical illustration suggests a notable improvement on the estimation of ν and φ compared with that of a removal debugging model.
Persistent Identifierhttp://hdl.handle.net/10722/43503
ISSN
0018-9529
2023 Impact Factor: 5.0
2023 SCImago Journal Rankings: 1.511
ISI Accession Number ID
WOS:000168658900004
References
References in Scopus

 

DC FieldValueLanguage
dc.contributor.authorHayakawa, Yen_HK
dc.contributor.authorYip, PSFen_HK
dc.date.accessioned2007-03-23T04:47:21Z-
dc.date.available2007-03-23T04:47:21Z-
dc.date.issued2000en_HK
dc.identifier.citationIeee Transactions On Reliability, 2000, v. 49 n. 4, p. 342-350en_HK
dc.identifier.issn0018-9529en_HK
dc.identifier.urihttp://hdl.handle.net/10722/43503-
dc.description.abstractA new recapture debugging model is suggested to estimate the number of faults in a system, ν, and the failure intensity of each fault, φ. The Gibbs sampler and the Metropolis algorithm are used in this inference procedure. A numerical illustration suggests a notable improvement on the estimation of ν and φ compared with that of a removal debugging model.en_HK
dc.format.extent182051 bytes-
dc.format.extent27136 bytes-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypeapplication/msword-
dc.languageengen_HK
dc.publisherIEEE.en_HK
dc.relation.ispartofIEEE Transactions on Reliabilityen_HK
dc.rights©2000 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.-
dc.subjectCapture-recapture samplingen_HK
dc.subjectCredible intervalen_HK
dc.subjectGibbs sampleren_HK
dc.subjectMetropolis algorithmen_HK
dc.titleA Gibbs-sampler approach to estimate the number of faults in a system using capture-recapture samplingen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0018-9529&volume=49&issue=4&spage=342&epage=350&date=2000&atitle=A+Gibbs-sampler+approach+to+estimate+the+number+of+faults+in+a+system+using+capture-recapture+samplingen_HK
dc.identifier.emailYip, PSF: sfpyip@hku.hken_HK
dc.identifier.authorityYip, PSF=rp00596en_HK
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.doi10.1109/24.922486en_HK
dc.identifier.scopuseid_2-s2.0-0034439727en_HK
dc.identifier.hkuros60204-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0034439727&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume49en_HK
dc.identifier.issue4en_HK
dc.identifier.spage342en_HK
dc.identifier.epage350en_HK
dc.identifier.isiWOS:000168658900004-
dc.publisher.placeUnited Statesen_HK
dc.identifier.scopusauthoridHayakawa, Y=7201356213en_HK
dc.identifier.scopusauthoridYip, PSF=7102503720en_HK
dc.identifier.issnl0018-9529-

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