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by manufacturious 3657 days ago
To reply to your middle paragraph, you'd probably want a longitudinal cohort study rather than an A/B test. A well-designed one can provide pretty conclusive indications in situations where A/B testing (or, testing with a double blind control as the epi community might call it) isn't possible.