Data Science, Analytics, Causal Inference, Towards Data Science.
two percentages are different, the mixes will be different. (This, btw, is how random assignment prevents confounding. If we had somehow randomly assigned visitors to the “Clicked” and “Didn’t Click” groups, the % of New visitors clicking on recommendations will be the same as the % of Returning