Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/9928
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kolossiatis, Michalis | - |
dc.contributor.author | Griffin, Jim E. | - |
dc.contributor.author | Steel, Mark F J | - |
dc.date.accessioned | 2017-02-24T08:48:10Z | - |
dc.date.available | 2017-02-24T08:48:10Z | - |
dc.date.issued | 2013 | - |
dc.identifier.citation | Statistics and Computing, 2013, vol. 23, no. 1, pp. 1-15 | en_US |
dc.identifier.issn | 15731375 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.14279/9928 | - |
dc.description.abstract | In this paper, we consider the problem of modelling a pair of related distributions using Bayesian nonparametric methods. A representation of the distributions as weighted sums of distributions is derived through normalisation. This allows us to define several classes of nonparametric priors. The properties of these distributions are explored and efficient Markov chain Monte Carlo methods are developed. The methodology is illustrated on simulated data and an example concerning hospital efficiency measurement. | en_US |
dc.format | en_US | |
dc.language.iso | en | en_US |
dc.relation.ispartof | Statistics and Computing | en_US |
dc.rights | © Springer | en_US |
dc.subject | Dependent Dirichlet process | en_US |
dc.subject | Markov chain Monte Carlo | en_US |
dc.subject | Normalised random measures | en_US |
dc.subject | Pólya-urn scheme | en_US |
dc.subject | Split-merge move | en_US |
dc.title | On Bayesian nonparametric modelling of two correlated distributions | en_US |
dc.type | Article | en_US |
dc.collaboration | Cyprus University of Technology | en_US |
dc.collaboration | University of Kent at Canterbury | en_US |
dc.collaboration | University of Warwick | en_US |
dc.subject.category | Mathematics | en_US |
dc.journals | Subscription | en_US |
dc.country | Cyprus | en_US |
dc.country | United Kingdom | en_US |
dc.subject.field | Natural Sciences | en_US |
dc.publication | Peer Reviewed | en_US |
dc.identifier.doi | 10.1007/s11222-011-9283-7 | en_US |
dc.relation.issue | 1 | en_US |
dc.relation.volume | 23 | en_US |
cut.common.academicyear | 2012-2013 | en_US |
dc.identifier.spage | 1 | en_US |
dc.identifier.epage | 15 | en_US |
item.openairetype | article | - |
item.cerifentitytype | Publications | - |
item.languageiso639-1 | en | - |
item.fulltext | No Fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_6501 | - |
item.grantfulltext | none | - |
crisitem.journal.journalissn | 1573-1375 | - |
crisitem.journal.publisher | Springer Nature | - |
Appears in Collections: | Άρθρα/Articles |
CORE Recommender
SCOPUSTM
Citations
9
checked on Nov 9, 2023
WEB OF SCIENCETM
Citations
50
9
Last Week
0
0
Last month
0
0
checked on Oct 29, 2023
Page view(s)
374
Last Week
0
0
Last month
18
18
checked on Aug 31, 2024
Google ScholarTM
Check
Altmetric
Items in KTISIS are protected by copyright, with all rights reserved, unless otherwise indicated.