What causal identifiability assumption is clearly endangered

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Problem: Imagine an experimental drug which is harmful to individuals when consumed within one hour of eating, but helpful otherwise. Consider an observational study of the effects of this drug; your data do not indicate the eating schedules of those who report taking the drug; assume that the choice to take the drug or not is independent of eating schedule. What causal identifiability assumption is most clearly endangered by this lack of information on eating schedules?

Reference no: EM133643861

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