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Set Up a Valid A/B Test

HardA/B Testing & Experimentation00:00
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Your question is Set Up a Valid A/B Test. Take a moment with it on the right.

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Scenario

Scenario

You work on a product experience that your team wants to improve with an A/B test. The proposed change is small enough that the team is debating how to define the control group and whether the test would be internally valid.

Question

Question

How would you set up the experiment, including the control group, and how would you protect internal validity? Explain the choices you would make and the main threats you would guard against.