Quick Links Abstract Slides Video Slides Video Video - Discussion Post - Causal Design Patterns Post - Causal Data Management Experimentation is a pillar of product data science and machine learning. But what can you do when experimentation is impractical, costly, risky to customer experience, or too slow to read the desired long-term results? While industry is often spoiled by their ability to AB test, the question of how to draw valid causal measurements from non-randomized data has long be...
