IlyaShpitser comments on Lifestyle interventions to increase longevity - Less Wrong
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What about (2'): "do associational studies, but try to implement assumptions needed for g methods to work via study design." That is, make sure exposures are given only given the observed past, there isn't interference by construction, etc.