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From:
Nielsen Norman Group
(Uncensored)
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Confidence Intervals, Margins of Error, and Confidence Levels in UX - NN/G
https://www.nngroup.com/articles/confidence-interval/
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A confidence-interval calculation gives a probabilistic estimate of how well a metric obtained from a study explains the behavior of your whole user population.