May 24, 2022, 1:21 p.m. | Qike (Max) Li

Towards Data Science - Medium towardsdatascience.com

How We Ensure the Reliability of Our Experimentation Platform with Various A/A Tests

Contributors: Max Li, Chao Qi

Photo by Alex Shute on Unsplash

Imagine the false positive rate of your A/B testing platform was as high as 50%. You may as well abandon the A/B testing completely and start flipping coins to make your product launch decisions. A false-positive rate higher than 50% is not impossible. While developing our percentile metrics testing, we used an A/A test …

a-b-testing data science ecommerce experimentation platform testing trust

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