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By: Deborah O’Malley| 2019

There’s some bad news and good news.

Let’s get the bad news out of the way. Then, go into the good news.

The bad news is: what you’ve been taught about how to calculate a valid A/B test is probably wrong!

That cause you’ve probably been taught using Frequentist Statistics.

Frequentist Statistics

While there’s nothing wrong with Frequentist Statistics, the model doesn’t work that well when applied to A/B testing.

The reason why is because the Frequentist approach can’t accurately answer the question “What’s the probability version B will perform better than version A?” Or vice versa.

In Frequentist statistics, the only way to validly address this question is by stating a null hypothesis. And here’s where it gets more mind boggling. . .

Null Hypothesis

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Matthew

4 years ago

I was surprised to know that till now the marketers were carrying out the A/B testing in a wrong way. Still, I believe that the marketing automation platform tool which I use does it in a better idea as I can enhance the conversions.

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Deborah

4 years ago

'@Matthew - Thanks for your comment. Yes, it's surprising to know that many testing software platforms are based on a statistical model that requires specific user knowledge and behavior. Enhancing conversions is fantastic, but before implementing any changes, you'll want to ensure your data is completely accurate and valid. Otherwise, you risk implementing results which aren't fully accurate.