An Introduction to Bayesian Multilevel Models Using brms: A Case Study of Gender Effects on Vowel Variability in Standard Indonesian.

Purpose: Bayesian multilevel models are increasingly used to overcome the limitations of frequentist approaches in the analysis of complex structured data. This tutorial introduces Bayesian multilevel modeling for the specific analysis of speech data, using the brms package developed in R. Method: I...

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Publicado en:	Journal of Speech, Language & Hearing Research Vol. 62; no. 5; pp. 1225 - 1243
Autores principales:	Nalborczyk, Ladislas, Batailler, Cédric, Loevenbruck, Hélène, Vilain, Anne, Bürkner, Paul-Christian
Formato:	Artículo
Publicado:	American Speech-Language-Hearing Association May2019
Materias:	Education Speech Immunomodulators Multilevel models Bayesian analysis Vowels Indonesian language Data analysis
Acceso en línea:	Ver este registro en EBSCOhost