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Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels

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In multilevel models, disaggregating predictors into level-specific parts (typically accomplished via centering) benefits parameter estimates and their interpretations. However, the importance of level-specificity has been sparsely addressed in multilevel lite... ...