Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions

Neural Information Processing Systems 

To design an efficient intervention, decision-makers need not only to estimate the total effect of the intervention, but also understand the underlying causal mechanisms driving this effect.

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