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most citedQuantifying Sufficient Randomness for Causal Inference

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stat.ME2024

Partial Identification of the Average Treatment Effect with Stochastic Counterfactuals and Discordant Twins

Brian Knaeble, Braxton Osting, Placede Tshiaba

We develop a novel approach to partially identify causal estimands, such as the average treatment effect (ATE), from observational data. To better satisfy the stable unit treatment…