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- Publisher Website: 10.1007/BF02296147
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Article: Bayesian analysis of order-statistics models for ranking data
Title | Bayesian analysis of order-statistics models for ranking data |
---|---|
Authors | |
Keywords | Data augmentation Gibbs sampling Order-statistics model Ranking data |
Issue Date | 2000 |
Publisher | Springer New York LLC. The Journal's web site is located at http://www.psychometrika.org |
Citation | Psychometrika, 2000, v. 65 n. 3, p. 281-299 How to Cite? |
Abstract | In this paper, a class of probability models for ranking data, the order-statistics models, is investigated. We extend the usual normal order-statistics model into one where the underlying random variables follow a multivariate normal distribution. Bayesian approach and the Gibbs sampling technique are used for parameter estimation. In addition, methods to assess the adequacy of model fit are introduced. Robustness of the model is studied by considering a multivariate-t distribution. The proposed method is applied to analyze the presidential election data of the American Psychological Association (APA). |
Persistent Identifier | http://hdl.handle.net/10722/82726 |
ISSN | 2022 Impact Factor: 3.0 2020 SCImago Journal Rankings: 3.375 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Yu, PLH | en_HK |
dc.date.accessioned | 2010-09-06T08:32:42Z | - |
dc.date.available | 2010-09-06T08:32:42Z | - |
dc.date.issued | 2000 | en_HK |
dc.identifier.citation | Psychometrika, 2000, v. 65 n. 3, p. 281-299 | en_HK |
dc.identifier.issn | 0033-3123 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/82726 | - |
dc.description.abstract | In this paper, a class of probability models for ranking data, the order-statistics models, is investigated. We extend the usual normal order-statistics model into one where the underlying random variables follow a multivariate normal distribution. Bayesian approach and the Gibbs sampling technique are used for parameter estimation. In addition, methods to assess the adequacy of model fit are introduced. Robustness of the model is studied by considering a multivariate-t distribution. The proposed method is applied to analyze the presidential election data of the American Psychological Association (APA). | en_HK |
dc.language | eng | en_HK |
dc.publisher | Springer New York LLC. The Journal's web site is located at http://www.psychometrika.org | en_HK |
dc.relation.ispartof | Psychometrika | en_HK |
dc.subject | Data augmentation | en_HK |
dc.subject | Gibbs sampling | en_HK |
dc.subject | Order-statistics model | en_HK |
dc.subject | Ranking data | en_HK |
dc.title | Bayesian analysis of order-statistics models for ranking data | en_HK |
dc.type | Article | en_HK |
dc.identifier.openurl | http://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0033-3123&volume=65&spage=281&epage=299&date=2000&atitle=Bayesian+analysis+of+order-statistics+models+for+ranking+data | en_HK |
dc.identifier.email | Yu, PLH: plhyu@hkucc.hku.hk | en_HK |
dc.identifier.authority | Yu, PLH=rp00835 | en_HK |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1007/BF02296147 | - |
dc.identifier.scopus | eid_2-s2.0-0034259525 | en_HK |
dc.identifier.hkuros | 57084 | en_HK |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-0034259525&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 65 | en_HK |
dc.identifier.issue | 3 | en_HK |
dc.identifier.spage | 281 | en_HK |
dc.identifier.epage | 299 | en_HK |
dc.identifier.isi | WOS:000089697600002 | - |
dc.publisher.place | United States | en_HK |
dc.identifier.scopusauthorid | Yu, PLH=7403599794 | en_HK |
dc.identifier.issnl | 0033-3123 | - |