Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
inference on observational data is the only viable option. Methods commonly applied to achieve this (e.g. inverse propensity weighting) rely on assumptions which are known to be overly optimistic and are rarely justifiable. Mainly, these methods assume that no relevant variables are missing in the