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Aggregation Distortion in Multilevel Mediation: Estimand Geometry, Design Dependence, and Diagnostics
Researchers often summarize mediation in clustered data with a single-level product-of-coefficients estimator. We show what this pooled analysis estimates and why the target depends on the design. The pooled a-path is weighted by the within-between variance composition of the treatment. The pooled b
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