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Sample Size Calculator
EstimatorCalculate the minimum sample size needed for statistical experiments and A/B tests.
About This Tool
Sample size depends on baseline rate, desired effect size, confidence level, and statistical power. Smaller effects require exponentially larger samples. A 1% lift from a 5% baseline requires ~40,000 visitors per variant at 95% confidence.