Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. Use when you need to validate whether observed differences are real, size an experiment correctly before launch, or interpret test results with confidence. Trigger phrases: "run hypothesis tests, analyze a/b experiment results, calculate sample sizes, and interpret statistical significance with effect sizes".