Data Science, Statistics, Analytics, Experiment, Causality.
into a sample size calculator to determine how long the experiment should be run. Ideally that’s the case, but the mean will change depending on how long the experiment is run as the proportion of new vs loyal customers will go up with time. In practice, I recommend: calculate power as a function