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The R Package bild for the analysis of binary longitudinal data

dc.contributor.authorGoncalves, M. Helena
dc.contributor.authorCabral, M. Salome
dc.contributor.authorAzzalini, Adelchi
dc.date.accessioned2018-12-07T14:52:58Z
dc.date.available2018-12-07T14:52:58Z
dc.date.issued2012-02
dc.description.abstractWe present the R package bild for the parametric and graphical analysis of binary longitudinal data. The package performs logistic regression for binary longitudinal data, allowing for serial dependence among observations from a given individual and a random intercept term. Estimation is via maximization of the exact likelihood of a suitably defined model. Missing values and unbalanced data are allowed, with some restrictions. The code of bild is written partly in R language, partly in Fortran 77, interfaced through R. The package is built following the S4 formulation of R methods.
dc.description.sponsorshipFundacao Nacional para a Ciencia e Tecnologia, Portugal-FCT [PEst-OE/MAT/UI0006/2011]
dc.description.versioninfo:eu-repo/semantics/publishedVersion
dc.identifier.doi10.18637/jss.v046.i09
dc.identifier.issn1548-7660
dc.identifier.urihttp://hdl.handle.net/10400.1/11290
dc.language.isoeng
dc.peerreviewedyes
dc.publisherJournal Statistical Software
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectResponses
dc.subjectModels
dc.subjectRegression
dc.titleThe R Package bild for the analysis of binary longitudinal data
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage17
oaire.citation.issue9
oaire.citation.startPage1
oaire.citation.titleJournal of Statistical Software
oaire.citation.volume46
person.familyNameGonçalves
person.familyNameCabral
person.familyNameAzzalini
person.givenNameMaria Helena Neves de Queirós
person.givenNameM. Salomé
person.givenNameAdelchi
person.identifier.ciencia-id8D1A-6263-EDFD
person.identifier.orcid0000-0002-6990-7239
person.identifier.orcid0000-0003-4462-4811
person.identifier.orcid0000-0002-7583-1269
person.identifier.ridK-9285-2015
person.identifier.ridP-3373-2015
person.identifier.ridA-6488-2012
person.identifier.scopus-author-id55023817000
person.identifier.scopus-author-id36792243100
person.identifier.scopus-author-id6602897235
rcaap.rightsopenAccess
rcaap.typearticle
relation.isAuthorOfPublication1c45e12e-ef16-4692-91cc-36193d403399
relation.isAuthorOfPublication14cf4701-4d36-4ad3-bede-1ed65a9b9239
relation.isAuthorOfPublicationf5f24947-ad56-497f-9537-35aefba389dd
relation.isAuthorOfPublication.latestForDiscoveryf5f24947-ad56-497f-9537-35aefba389dd

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