Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/2210
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dc.contributor.authorMOLENBERGHS, Geert-
dc.contributor.authorVERBEKE, Geert-
dc.date.accessioned2007-11-12T08:15:49Z-
dc.date.available2007-11-12T08:15:49Z-
dc.date.issued2004-
dc.identifier.citationSTATISTICA SINICA, 14(3). p. 989-1020-
dc.identifier.issn1017-0405-
dc.identifier.urihttp://hdl.handle.net/1942/2210-
dc.description.abstractWhen choosing a parametric statistical model two important considerations are mathematical soundness and substantive relevance. In this paper, we illustrate and exemplify that a number of issues arise from these considerations, even in relatively simple settings, such as ordinal regression, linear mixed models, models for cross-classified data and generalized linear mixed models. Many of our points are illustrated with data.-
dc.description.sponsorshipWe gratefully acknowledge support from Belgian IUAP/PAI network “Statistical Techniques and Modeling for Complex Substantive Questions with Complex Data”.-
dc.language.isoen-
dc.publisherSTATISTICA SINICA-
dc.subject.otherbinary data; conditional model; generalized linear mixed model; likelihood ratio test; linear mixed model; logistic regression; marginal model; ordinal data; random effects; score test; variance components-
dc.subject.otherbinary data; conditional model; generalized linear mixed model; likelihood ratio test; linear mixed model; logistic regression; marginal model; ordinal data; random effects; score test; variance components-
dc.titleMeaningful statistical model formulations for repeated measures-
dc.typeJournal Contribution-
dc.identifier.epage1020-
dc.identifier.issue3-
dc.identifier.spage989-
dc.identifier.volume14-
local.format.pages32-
local.bibliographicCitation.jcatA1-
dc.description.notesLimburgs Univ Ctr, Ctr Stat, tUL, B-3590 Diepenbeek, Belgium. Catholic Univ Louvain, Ctr Biostat, UZ St Rafael, B-3000 Louvain, Belgium.Molenberghs, G, Limburgs Univ Ctr, Ctr Stat, tUL, Univ Campus, B-3590 Diepenbeek, Belgium.geert.molenberghs@luc.ac.be geert.verbeke@med.kuleuven.ac.be-
local.type.refereedRefereed-
local.type.specifiedArticle-
dc.bibliographicCitation.oldjcatA1-
local.classdsPublValOverrule/author_version_not_expected-
dc.identifier.isi000223652100020-
dc.identifier.urlhttp://www3.stat.sinica.edu.tw/statistica/oldpdf/A14n318.pdf-
item.validationecoom 2005-
item.contributorMOLENBERGHS, Geert-
item.contributorVERBEKE, Geert-
item.accessRightsOpen Access-
item.fullcitationMOLENBERGHS, Geert & VERBEKE, Geert (2004) Meaningful statistical model formulations for repeated measures. In: STATISTICA SINICA, 14(3). p. 989-1020.-
item.fulltextWith Fulltext-
crisitem.journal.issn1017-0405-
crisitem.journal.eissn1996-8507-
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