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Data Analytics

Experiment design

A clear treatment, comparison group, outcome, and unit of assignment make an experiment answerable.

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Chapter 26: Experimentation and A/B testing7 lessons · 30 min
  1. 1Experiment design4 min
  2. 2Randomization units4 min
  3. 3Statistical power and sample size4 min
  4. 4Experiment integrity checks4 min
  5. 5Intention-to-treat analysis4 min
  6. 6Experiment stopping rules and guardrails4 min
  7. 7Challenge: Experimentation and A/B testing6 min
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This lesson is part of the Data Analytics course.

Example plan3 lessons · 12 min

Experiment designExperimentation and A/B testing4 min
Randomization unitsExperimentation and A/B testing4 min
Statistical power and sample sizeExperimentation and A/B testing4 min

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