Bayesian Multivariate Linear Mixed-Effects Models for Speech Research: A Tutorial Using brms.

Purpose: When studying how factors influence multiple outcomes (e.g., acoustic measures in phonetics), researchers often analyze each outcome separately using a univariate approach. However, this approach ignores relationships between outcomes, which can reduce estimate accuracy and make it difficul...

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Detalles Bibliográficos

Publicado en:	Journal of Speech, Language & Hearing Research Vol. 69; no. 8; pp. 3515 - 3541
Autores principales:	Hu, Na, Bürkner, Paul-Christian, Arvaniti, Amalia
Formato:	Artículo
Publicado:	American Speech-Language-Hearing Association Aug2026
Materias:	Germany Phonetics Statistical models Repeated measures design Pearson correlation (Statistics) Research funding Multiple regression analysis Multivariate analysis Descriptive statistics Physiological aspects of speech Speech evaluation Factor analysis Data analysis software
Acceso en línea:	Ver este registro en EBSCOhost