A unified framework defines spillover-aware mediation estimands for cluster-randomized trials with any number of mediators, provides identification assumptions, and constructs semiparametric efficient estimators using influence functions and copula models.
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Causal mediation in cluster-randomized trials with multiple mediators: spillover-aware decomposition, identification, and semiparametric efficient inference
A unified framework defines spillover-aware mediation estimands for cluster-randomized trials with any number of mediators, provides identification assumptions, and constructs semiparametric efficient estimators using influence functions and copula models.