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Comparing Empirical Power of Multilevel Structural Equation Models and Hierarchical Linear Models: Understanding Cross-Level Interactions
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Zhang, Duan; Willson, Victor L. – Structural Equation Modeling: A Multidisciplinary Journal, 2006
Both structural equation models and hierarchical linear models (HLMs) have been commonly used in multilevel analysis. This study utilized simulated data to investigate the power difference among 3 multilevel models: HLM, deviation structural equation models, and a hybrid approach of HLM and structural equation models. Two factors were examined:…
Descriptors: Comparative Analysis, Structural Equation Models, Interaction, Simulation