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On the importance of avoiding shortcuts in applying cognitive models to hierarchical data

Psychological experiments often yield data that are hierarchically structured. A number of popular shortcut strategies in cognitive modeling do not properly accommodate this structure and can result in biased conclusions. To gauge the severity of these biases, we conducted a simulation study for a t...

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Detalles Bibliográficos
Autores principales: Boehm, Udo, Marsman, Maarten, Matzke, Dora, Wagenmakers, Eric-Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6096647/
https://www.ncbi.nlm.nih.gov/pubmed/29949071
http://dx.doi.org/10.3758/s13428-018-1054-3