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

by Judea Pearl

There is one back-door path from X to Y, X ← B → Y, which can only be blocked by controlling for B. If B is unobservable, then there is no way of estimating the effect of X on Y without running a randomized controlled experiment.