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Multivariate Discrete Distributions with a Product-Type Dependence

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dc.contributor.authorBecker, Niels
dc.contributor.authorUtev, Sergey
dc.date.accessioned2015-12-13T23:23:03Z
dc.date.issued2002
dc.date.updated2015-12-12T09:13:53Z
dc.description.abstractA discrete multivariate probability distribution for dependent random variables, which contains the Poisson and Geometric conditionals distributions as particular cases, is characterized by means of conditional expectations of arbitrary one-to-one functions. Independence of the random variables is also characterized in terms of these conditional expectations. For certain exchangeable and partially exchangeable random variables with a joint distribution of this form it is shown that maximum likelihood estimates coincide with the simple method of moments estimates, suggesting that these models offer a pragmatic way to analyze certain dependent data.
dc.identifier.issn0047-259X
dc.identifier.urihttp://hdl.handle.net/1885/91734
dc.publisherAcademic Press
dc.sourceJournal of Multivariate Analysis
dc.subjectKeywords: Characterizing discrete distributions; Charaterizing independence; Conditional specification; Identifiability of mixtures; Multivariate discrete distributions; Regression function
dc.titleMultivariate Discrete Distributions with a Product-Type Dependence
dc.typeJournal article
local.bibliographicCitation.lastpage524
local.bibliographicCitation.startpage509
local.contributor.affiliationBecker, Niels, College of Medicine, Biology and Environment, ANU
local.contributor.affiliationUtev, Sergey, College of Medicine, Biology and Environment, ANU
local.contributor.authoruidBecker, Niels, u9707783
local.contributor.authoruidUtev, Sergey, u9912421
local.description.embargo2037-12-31
local.description.notesImported from ARIES
local.description.refereedYes
local.identifier.absfor010405 - Statistical Theory
local.identifier.ariespublicationMigratedxPub22588
local.identifier.citationvolume83
local.identifier.doi10.1006/jmva.2001.2061
local.identifier.scopusID2-s2.0-0036858757
local.type.statusPublished Version

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