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Article: Exact statistical solutions using the inverse Bayes formulae

TitleExact statistical solutions using the inverse Bayes formulae
Authors
Tian, GLTan, M
KeywordsBayesian Computation
Compatibility
Data Augmentation
Inverse Bayes Formulae
Issue Date2003
PublisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/stapro
Citation
Statistics And Probability Letters, 2003, v. 62 n. 3, p. 305-315 How to Cite?
DOI: http://dx.doi.org/10.1016/S0167-7152(03)00044-0
AbstractThis article extends the inverse Bayes formulae (IBF) in the product measurable space (PMS) to the non-product measurable space (NPMS) and focuses on their applications in compatibility checking and Bayesian computation. We show that IBF hold only in PMS and derive the modified IBF in NPMS. The potential of using IBF in obtaining exact solution is demonstrated via problems in distribution theory and several Bayesian missing data models. © 2003 Elsevier Science B.V. All rights reserved.
Persistent Identifierhttp://hdl.handle.net/10722/172399
ISSN
0167-7152
2021 Impact Factor: 0.718
2020 SCImago Journal Rankings: 0.576
ISI Accession Number ID
WOS:000182152200010
References
References in Scopus

 

DC FieldValueLanguage
dc.contributor.authorTian, GLen_US
dc.contributor.authorTan, Men_US
dc.date.accessioned2012-10-30T06:22:20Z-
dc.date.available2012-10-30T06:22:20Z-
dc.date.issued2003en_US
dc.identifier.citationStatistics And Probability Letters, 2003, v. 62 n. 3, p. 305-315en_US
dc.identifier.issn0167-7152en_US
dc.identifier.urihttp://hdl.handle.net/10722/172399-
dc.description.abstractThis article extends the inverse Bayes formulae (IBF) in the product measurable space (PMS) to the non-product measurable space (NPMS) and focuses on their applications in compatibility checking and Bayesian computation. We show that IBF hold only in PMS and derive the modified IBF in NPMS. The potential of using IBF in obtaining exact solution is demonstrated via problems in distribution theory and several Bayesian missing data models. © 2003 Elsevier Science B.V. All rights reserved.en_US
dc.languageengen_US
dc.publisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/staproen_US
dc.relation.ispartofStatistics and Probability Lettersen_US
dc.subjectBayesian Computationen_US
dc.subjectCompatibilityen_US
dc.subjectData Augmentationen_US
dc.subjectInverse Bayes Formulaeen_US
dc.titleExact statistical solutions using the inverse Bayes formulaeen_US
dc.typeArticleen_US
dc.identifier.emailTian, GL: gltian@hku.hken_US
dc.identifier.authorityTian, GL=rp00789en_US
dc.description.naturelink_to_subscribed_fulltexten_US
dc.identifier.doi10.1016/S0167-7152(03)00044-0en_US
dc.identifier.scopuseid_2-s2.0-0037445841en_US
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0037445841&selection=ref&src=s&origin=recordpageen_US
dc.identifier.volume62en_US
dc.identifier.issue3en_US
dc.identifier.spage305en_US
dc.identifier.epage315en_US
dc.identifier.isiWOS:000182152200010-
dc.publisher.placeNetherlandsen_US
dc.identifier.scopusauthoridTian, GL=25621549400en_US
dc.identifier.scopusauthoridTan, M=7401464681en_US
dc.identifier.issnl0167-7152-

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