Phase 9 · Growth & Experimentation

Topics

Statistical Significance in Experiments

Part of the Product Management Roadmap.

Summary

Applying the stats basics from Phase 4 specifically to A/B tests — knowing your required sample size and test duration before you launch, not deciding to stop once you like the number.

How to Learn This

  • 1Use a free online sample size calculator for a hypothetical A/B test.
  • 2Learn why stopping a test as soon as it looks significant inflates false positives.
  • 3Practice explaining a non-significant result without over-interpreting it as 'no effect'.
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