Publicación:
Mixed-effects models with crossed random effects for multivariate longitudinal data

Vista sencilla de ítem
dc.contributor.authorFerrer, Emilio
dc.contributor.authorMartínez Huertas, José Ángel
dc.date.accessioned2024-05-20T11:49:53Z
dc.date.available2024-05-20T11:49:53Z
dc.date.issued2022-09-20
dc.description.abstractMultivariate models for longitudinal data attempt to examine change in multiple variables as well as their interrelations over time. In this study, we present a Mixed-Effects Model with Crossed Random effects (MEM-CR) for individuals and variables, and compare it with two existing structural equation models for multivariate longitudinal data, namely the Curve-of-Factor-Scores (CUFFS) and the Factor-of-Curve-Scores (FOCUS). We compare these models in two types of longitudinal studies based on balanced and unbalanced data: panel studies and cohort-sequential designs, respectively. We illustrate the performance of these statistical techniques using empirical data from two studies (MHS, a panel study, and NLSY79, a cohort-sequential design) with discrete and continuous time metric modeling, respectively. We conclude that MEMs-CR provide relevant information about the developmental trajectories of individuals and variables in multivariate longitudinal data under either type of data condition. We discuss the theoretical and methodological implications of our findings.en
dc.description.versionversión publicada
dc.identifier.doihttps://doi.org/10.1080/10705511.2022.2108430
dc.identifier.issn1070-5511; eISSN: 1532-8007
dc.identifier.urihttps://hdl.handle.net/20.500.14468/12608
dc.journal.issue1
dc.journal.titleStructural Equation Modeling: A Multidisciplinary Journal
dc.journal.volume30
dc.language.isoen
dc.publisher['Taylor and Francis Group', 'Routledge']
dc.relation.centerFacultad de Psicología
dc.relation.departmentMetodología de las Ciencias del Comportamiento
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subject.keywordsmixed-effects models
dc.subject.keywordsCUFFS
dc.subject.keywordsFOCUS
dc.subject.keywordslongitudinal multivariate data
dc.titleMixed-effects models with crossed random effects for multivariate longitudinal dataes
dc.typejournal articleen
dc.typeartículoes
dspace.entity.typePublication
relation.isAuthorOfPublicationca510876-0be8-438a-a565-ac5f8953fb78
relation.isAuthorOfPublication.latestForDiscoveryca510876-0be8-438a-a565-ac5f8953fb78
Archivos
Bloque original
Mostrando 1 - 1 de 1
Miniatura
Nombre:
Martinez-Huertas_JA_MEMsCRmulti.pdf
Tamaño:
720.27 KB
Formato:
Adobe Portable Document Format
Descargar
Colecciones
Artículos y papers