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Many Variants: The Multiple-Comparison Problem & Bonferroni

Lesson 6 of 818 minLab

This lesson is part of the course

In this lesson

You test four homepage headlines against the control, see how fast false winners pile up and protect the result with a Bonferroni correction.

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Lessons in this course

  1. Metrics, Hypothesis & Minimum Detectable EffectLab14 min Locked
  2. Sample Size for a Conversion Test (80% Power)Lab16 min Locked
  3. Test Duration: From Sample Size to Full WeeksLab13 min Locked
  4. Analysing a Conversion Test: z-Test, p-Value & Confidence IntervalLab18 min Locked
  5. Revenue per Visitor: Welch t-Test on Skewed DataLab18 min Locked
  6. Many Variants: The Multiple-Comparison Problem & BonferroniLab18 min Locked
  7. Sample Ratio Mismatch: Chi-Square Check of the Traffic SplitLab15 min Locked
  8. Peeking & Sequential Testing: Why Early Stops LieLab18 min Locked