Complexities of A/B Testing with Returning Customers

Where intuition leads to mistakes

Mikhail Simin
Towards Data Science
5 min readAug 6, 2019

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Intro to A/B Testing

A/B testing, also known as Split Testing, has many benefits. It can allow you to

  • Confirm your hypothesis.
  • Discover preferred behavior of customers.
  • Measure the effectiveness of a new…

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