Mixed-effects modeling with crossed random effects for subjects and items

• Published in: Journal of memory and language Vol. 59; no. 4; pp. 390 - 412
• Main Authors: Baayen, R.H., Davidson, D.J., Bates, D.M.
• Format: Journal Article
• Language: English
• Published: New York Elsevier Inc 01.11.2008; Elsevier; Elsevier BV
• Subjects: By-item; By-subject; Computer Modeling and Simulation; Computer Software; Crossed random effects; Evaluation Methods; Inquiry; Mixed-effects models; Psycholinguistics; Quasi-F; Research Design; Simulation; Software; Statistical Analysis; Statistical methods; Quasi-F; By-subject; By-item; Crossed random effects; Mixed-effects models

This paper provides an introduction to mixed-effects models for the analysis of repeated measurement data with subjects and items as crossed random effects. A worked-out example of how to use recent software for mixed-effects modeling is provided. Simulation studies illustrate the advantages offered...