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The counterfactual refers to what's more likely to have transpired if you had not intervened. As This will’t be right noticed You must make reasonable assumptions to estimate it.It’s usually greater to test to gather data for a protracted baseline interval prior to the intervention, and to continue amassing info for an agreed follow-up time p