Data Science, Causal Inference, Statistics, Artificial Intelligence, Data.
try to control for all possible confounders in historical data and look for natural sources of variation that can split the data into quasi-random groups, mimicking the randomization we would get from AB testing. As a more specific example related to the impact of mobile app usage, we could email a