Data Science, Statistics, Analytics, Experiment, Causality.
not randomizing the orders. Intuitively, something like average order value places 0 weight on customers who didn’t buy, while placing more weight for customers who order frequently. Aggregating by user will discard some information but it is necessary to get the correct results. You can set up a