Applying Linear Mixed Effects Models with Crossed Random Effects to Psycholinguistic Data: Multilevel Specification and Model Selection.

Applying Linear Mixed Effects Models with Crossed Random Effects to Psycholinguistic Data: Multilevel Specification and Model Selection.

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Applying linear mixed effects regression (LMER) models to psycholinguistic data was made popular by Baayen, Davidson, and Bates (2008). However, applied researchers sometimes encounter model specification difficulties when using such models. This article presents a multilevel specifica...

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Bibliographic Details
Main Author: Hsiu-Ting Yu
Format: Article
Language:English
Published: Université d'Ottawa 2015-06-01
Series:Tutorials in Quantitative Methods for Psychology
Subjects:
Model selection
linear mixed effects model
random effects
psycholinguistics
Online Access:http://www.tqmp.org/RegularArticles/Vol11-2/p078/p078.pdf

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