The Book of Why: The New Science of Cause and Effect (Penguin Science)

by Judea Pearl

variables. (The treatment, as usual, is X.) Now there is one back-door path X ← A → B ← D → E → Y. This path is already blocked by the collider at B, so we don’t need to control for anything.