Websites that get large amounts of traffic regularly have been able to execute A/B split run tests to statistically significant thresholds, giving them the ability to analyze and interpret the traffic data in order to pivot based off of the math behind the test. It’s very important to run tests to a significant sample size so that the business can be statistically confident in the results, and avoiding both Type I and Type II errors as much as possible.
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