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Article: Exact statistical solutions using the inverse Bayes formulae
Title | Exact statistical solutions using the inverse Bayes formulae |
---|---|
Authors | |
Keywords | Bayesian Computation Compatibility Data Augmentation Inverse Bayes Formulae |
Issue Date | 2003 |
Publisher | Elsevier 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? |
Abstract | This 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 Identifier | http://hdl.handle.net/10722/172399 |
ISSN | 2023 Impact Factor: 0.9 2023 SCImago Journal Rankings: 0.448 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Tian, GL | en_US |
dc.contributor.author | Tan, M | en_US |
dc.date.accessioned | 2012-10-30T06:22:20Z | - |
dc.date.available | 2012-10-30T06:22:20Z | - |
dc.date.issued | 2003 | en_US |
dc.identifier.citation | Statistics And Probability Letters, 2003, v. 62 n. 3, p. 305-315 | en_US |
dc.identifier.issn | 0167-7152 | en_US |
dc.identifier.uri | http://hdl.handle.net/10722/172399 | - |
dc.description.abstract | This 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.language | eng | en_US |
dc.publisher | Elsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/stapro | en_US |
dc.relation.ispartof | Statistics and Probability Letters | en_US |
dc.subject | Bayesian Computation | en_US |
dc.subject | Compatibility | en_US |
dc.subject | Data Augmentation | en_US |
dc.subject | Inverse Bayes Formulae | en_US |
dc.title | Exact statistical solutions using the inverse Bayes formulae | en_US |
dc.type | Article | en_US |
dc.identifier.email | Tian, GL: gltian@hku.hk | en_US |
dc.identifier.authority | Tian, GL=rp00789 | en_US |
dc.description.nature | link_to_subscribed_fulltext | en_US |
dc.identifier.doi | 10.1016/S0167-7152(03)00044-0 | en_US |
dc.identifier.scopus | eid_2-s2.0-0037445841 | en_US |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-0037445841&selection=ref&src=s&origin=recordpage | en_US |
dc.identifier.volume | 62 | en_US |
dc.identifier.issue | 3 | en_US |
dc.identifier.spage | 305 | en_US |
dc.identifier.epage | 315 | en_US |
dc.identifier.isi | WOS:000182152200010 | - |
dc.publisher.place | Netherlands | en_US |
dc.identifier.scopusauthorid | Tian, GL=25621549400 | en_US |
dc.identifier.scopusauthorid | Tan, M=7401464681 | en_US |
dc.identifier.issnl | 0167-7152 | - |