Hypothesis Testing

Deriving Formulas for Sample Size in A/B Tests

Mathematical derivation of the expected sample size needed in A/B tests using frequentist power analysis. Derives the N formula from effect size, significance level (α), and power (1-β) — useful for anyone designing experiments who wants to understand where 'you need at least X users' comes from.