Causal mediation analysis for stochastic interventions

9 Jan 2019Iván DíazNima Hejazi

Mediation analysis in causal inference has traditionally focused on binary treatment regimes and deterministic interventions, and a decomposition of the average treatment effect in terms of direct and indirect effects. In this paper we present an analogous decomposition of the \textit{population intervention effect}, defined through stochastic interventions... (read more)

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