Data Science, Statistics, Analytics, Experiment, Causality.
Bayesian hierarchical model instead of aggregating, but those are computationally challenging for large data sets. (Fractional) Factorial Design The factorial design is generally superior to a simple A/B test. You either: put in extra work to get better insights. You can answer “which parts work