Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui)

Linear mixed-effects models (LMMs) are increasingly being used for data analysis in cognitive neuroscience and experimental psychology, where within-participant designs are common. The current article provides an introductory review of the use of LMMs for within-participant data analysis and describ...

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Detalles Bibliográficos
Autor principal: Magezi, David A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Psychology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302710/
https://www.ncbi.nlm.nih.gov/pubmed/25657634
http://dx.doi.org/10.3389/fpsyg.2015.00002
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author Magezi, David A.
author_facet Magezi, David A.
author_sort Magezi, David A.
collection PubMed
description Linear mixed-effects models (LMMs) are increasingly being used for data analysis in cognitive neuroscience and experimental psychology, where within-participant designs are common. The current article provides an introductory review of the use of LMMs for within-participant data analysis and describes a free, simple, graphical user interface (LMMgui). LMMgui uses the package lme4 (Bates et al., 2014a,b) in the statistical environment R (R Core Team).
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spelling pubmed-43027102015-02-05 Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui) Magezi, David A. Front Psychol Psychology Linear mixed-effects models (LMMs) are increasingly being used for data analysis in cognitive neuroscience and experimental psychology, where within-participant designs are common. The current article provides an introductory review of the use of LMMs for within-participant data analysis and describes a free, simple, graphical user interface (LMMgui). LMMgui uses the package lme4 (Bates et al., 2014a,b) in the statistical environment R (R Core Team). Frontiers Media S.A. 2015-01-22 /pmc/articles/PMC4302710/ /pubmed/25657634 http://dx.doi.org/10.3389/fpsyg.2015.00002 Text en Copyright © 2015 Magezi. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Magezi, David A.
Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui)
title Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui)
title_full Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui)
title_fullStr Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui)
title_full_unstemmed Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui)
title_short Linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (LMMgui)
title_sort linear mixed-effects models for within-participant psychology experiments: an introductory tutorial and free, graphical user interface (lmmgui)
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302710/
https://www.ncbi.nlm.nih.gov/pubmed/25657634
http://dx.doi.org/10.3389/fpsyg.2015.00002
work_keys_str_mv AT magezidavida linearmixedeffectsmodelsforwithinparticipantpsychologyexperimentsanintroductorytutorialandfreegraphicaluserinterfacelmmgui

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