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Statistical Significance and Confidence Intervals

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Experiment Readout

Scenario

You are reviewing the results of a product experiment and the team wants to know whether the observed lift is real or just noise. The output includes a p-value and a confidence interval for the treatment effect.

Question

Explain statistical significance and confidence intervals in the context of a product experiment.