Causal Inference, Data Analysis, Experiment, Data Science, Data Visualization.
The next question is: how can we decide which users are the best twin pair? There is a method called propensity score matching (PSM). The idea is to generate a score for each non-subscribers and subscribers , after that, we set them as a twin pair if their score is near enough by balancing the PSM