Heterogeneous causal mediation analysis using Bayesian additive regression trees
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Causal mediation analysis provides insights into the mechanisms through which treatments affect outcomes. While mediation effects often vary across individuals, most existing methods focus solely on population-average effects, overlooking individual-level hete... ...