Causal Inference, Data Analysis, Experiment, Data Science, Data Visualization.
Before and after program launched compared. Subscribers vs Non-Subscribers Selection Bias Users who chose to subscribe can already be substantially different from other users who chose NOT to subscribe. Image 6. Bias occurred if we directly compare subscribers and non-subscribers. Twin pairing