Data Science, Instrumental Variables, A B Testing, Causal Inference.
hospitals kill. The other common pitfall arises when we take the lessons from the confounders too far and account for common effects or colliders. The example here is adapted from the description of the Berkson’s Paradox in the Book of Why by Pearl and Mackenzie. Suppose that we are trying to see