Prediction With Mixed Effects Models: A Monte Carlo Simulation Study.

Oftentimes in many fields of the social and natural sciences, data are obtained within a nested structure (e.g., students within schools). To effectively analyze data with such a structure, multilevel models are frequently employed. The present study utilizes a Monte Carlo simulation to compare seve...

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Detalles Bibliográficos

Publicado en:	Educational & Psychological Measurement Vol. 81; no. 6; pp. 1118 - 1143
Autores principales:	Mangino, Anthony A., Finch, W. Holmes
Formato:	Artículo
Publicado:	Sage Publications Inc. Dec2021
Materias:	Computer simulation Analysis of variance Sample size (Statistics) Random forest algorithms Descriptive statistics Statistical models Artificial neural networks Data analysis software Algorithms
Acceso en línea:	Ver este registro en EBSCOhost