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http://hdl.handle.net/1942/13235
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DC Field | Value | Language |
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dc.contributor.author | PERRAKIS, Konstantinos | - |
dc.contributor.author | KARLIS, Dimitris | - |
dc.contributor.author | COOLS, Mario | - |
dc.contributor.author | JANSSENS, Davy | - |
dc.contributor.author | WETS, Geert | - |
dc.date.accessioned | 2012-02-28T13:54:55Z | - |
dc.date.available | 2012-02-28T13:54:55Z | - |
dc.date.issued | 2012 | - |
dc.identifier.citation | 27th International Workshop on Statistical Modelling, Prague, Czech Republic, 16-20 July 2012 | - |
dc.identifier.uri | http://hdl.handle.net/1942/13235 | - |
dc.description.abstract | We propose a statistical modeling approach as a viable alternative to traditional transportation models concerning inference on origin-destination (OD) matrices. To this end we utilize Poisson mixtures in order to model a large over-dispersed OD matrix derived from the 2001 Belgian travel census. Bayesian methods are using a novel Poisson-inverse Gaussian model. As shown the model has desirable attributes both in its marginal and in its hierarchical form. | - |
dc.language.iso | en | - |
dc.subject.other | OD matrix; Poisson mixtures; Poisson-inverse Gaussian | - |
dc.title | Poisson mixture regression for Bayesian inference on large over-dispersed transportation origin-destination matrices | - |
dc.type | Conference Material | - |
local.bibliographicCitation.conferencedate | 16-20 July 2012 | - |
local.bibliographicCitation.conferencename | 27th International Workshop on Statistical Modelling | - |
local.bibliographicCitation.conferenceplace | Prague, Czech Republic | - |
local.bibliographicCitation.jcat | C2 | - |
local.type.refereed | Refereed | - |
local.type.specified | Paper | - |
dc.bibliographicCitation.oldjcat | C3 | - |
item.contributor | PERRAKIS, Konstantinos | - |
item.contributor | KARLIS, Dimitris | - |
item.contributor | COOLS, Mario | - |
item.contributor | JANSSENS, Davy | - |
item.contributor | WETS, Geert | - |
item.accessRights | Open Access | - |
item.fullcitation | PERRAKIS, Konstantinos; KARLIS, Dimitris; COOLS, Mario; JANSSENS, Davy & WETS, Geert (2012) Poisson mixture regression for Bayesian inference on large over-dispersed transportation origin-destination matrices. In: 27th International Workshop on Statistical Modelling, Prague, Czech Republic, 16-20 July 2012. | - |
item.fulltext | With Fulltext | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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Perrakis_etal_IWSM.pdf | Conference material | 120.81 kB | Adobe PDF | View/Open |
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