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Sample Size for A/B Testing

Imagine you're evaluating an A/B test with both a test group and a control group. How would you determine the necessary sample size for a reliable measurement? Assuming the sample size is adequate and comparable between the two groups, should the power increase or decrease to detect very small differences?

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