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Our foray into causal analysis is not yet complete. Until we define the methods of causal inference, we can't get to the deeper insights that causal analysis.

Development of causal graphsControlled trialsExternal validityHawthorne effectRandom imbalancesModel specificationTime varying eventsLarge sample sizesMultiple potential outcomesPotential outcomes frameworkDirected acyclic graphsCausal graphsOnline causal diagramMachine learningAutomated causalSynthetic control method