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

Martínez-Huertas, José Ángel y Ferrer, Emilio . (2022) Mixed-effects models with crossed random effects for multivariate longitudinal data. Structural Equation Modeling: A Multidisciplinary Journal

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Título Mixed-effects models with crossed random effects for multivariate longitudinal data
Autor(es) Martínez-Huertas, José Ángel
Ferrer, Emilio
Materia(s) Psicología
Abstract Multivariate 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.
Palabras clave mixed-effects models
CUFFS
FOCUS
longitudinal multivariate data
Editor(es) Taylor and Francis Group
Routledge
Fecha 2022-09-20
Formato application/pdf
Identificador bibliuned:DptoMCC-FPSI-Articulos-Jamartinez-0023
http://e-spacio.uned.es/fez/view/bibliuned:DptoMCC-FPSI-Articulos-Jamartinez-0023
DOI - identifier https://doi.org/10.1080/10705511.2022.2108430
ISSN - identifier 1070-5511; eISSN: 1532-8007
Nombre de la revista Structural Equation Modeling: A Multidisciplinary Journal
Número de Volumen 30
Número de Issue 1
Página inicial 105
Página final 122
Publicado en la Revista Structural Equation Modeling: A Multidisciplinary Journal
Idioma eng
Versión de la publicación publishedVersion
Tipo de recurso Article
Derechos de acceso y licencia http://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
Tipo de acceso Acceso abierto
Notas adicionales La versión registrada de este artículo, publicado por primera vez en Structural Equation Modeling: A Multidisciplinary Journal (2022) 30-1 p. 105-122, está disponible en línea en el sitio web del editor: Taylor and Francis Group / Routledge; https://doi.org/10.1080/10705511.2022.2108430
Notas adicionales The registered version of this paper, first published in Structural Equation Modeling: A Multidisciplinary Journal (2022) 30-1 p. 105-122, is available online at the publisher's website: Taylor and Francis Group/Routledge; https://doi.org/10.1080/10705511.2022.2108430

 
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Creado: Fri, 01 Mar 2024, 19:15:20 CET