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DC Field | Value | Language |
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dc.contributor.author | Alhamzawi, R | - |
dc.contributor.author | Yu, K | - |
dc.date.accessioned | 2011-07-25T11:33:08Z | - |
dc.date.available | 2011-07-25T11:33:08Z | - |
dc.date.issued | 2011 | - |
dc.identifier.citation | Journal of Probability and Statistics, Artn: 874907, 2011 | en_US |
dc.identifier.issn | 1687-952X | - |
dc.identifier.uri | http://www.hindawi.com/journals/jps/2011/874907/ | en |
dc.identifier.uri | http://bura.brunel.ac.uk/handle/2438/5640 | - |
dc.description | This article has been made available through the Brunel Open Access Publishing Fund - Copyright @ 2011 Rahim Alhamzawi and Keming Yu. | en_US |
dc.description.abstract | We address a quantile dependent prior for Bayesian quantile regression. We extend the idea of the power prior distribution in Bayesian quantile regression by employing the likelihood function that is based on a location-scale mixture representation of the asymmetric Laplace distribution. The propriety of the power prior is one of the critical issues in Bayesian analysis. Thus, we discuss the propriety of the power prior in Bayesian quantile regression. The methods are illustrated with both simulation and real data. | en_US |
dc.language | English | - |
dc.language.iso | en | en_US |
dc.publisher | Hindawi Publishing Corporation | en_US |
dc.title | Power prior elicitation in Bayesian quantile regression | en_US |
dc.type | Research Paper | en_US |
dc.identifier.doi | http://dx.doi.org/10.1155/2011/874907 | - |
pubs.organisational-data | /Brunel | - |
pubs.organisational-data | /Brunel/Brunel (Active) | - |
pubs.organisational-data | /Brunel/Brunel (Active)/School of Info. Systems, Comp & Maths | - |
pubs.organisational-data | /Brunel/Research Centres | - |
pubs.organisational-data | /Brunel/Research Centres/BIAS | - |
pubs.organisational-data | /Brunel/Research Centres/CARISMA | - |
pubs.organisational-data | /Brunel/School of Health Sciences and Social Care | - |
pubs.organisational-data | /Brunel/School of Health Sciences and Social Care/BIAS | - |
pubs.organisational-data | /Brunel/School of Information Systems, Computing and Mathematics | - |
pubs.organisational-data | /Brunel/School of Information Systems, Computing and Mathematics/CARISMA | - |
Appears in Collections: | Publications Brunel OA Publishing Fund Dept of Mathematics Research Papers Mathematical Sciences |
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