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

by Judea Pearl

Likewise, the diagram allows us to estimate the average causal effect of Tar on Cancer. To do this we can block the back-door path from Tar to Cancer, Tar ← Smoking ← Smoking Gene → Cancer, by adjusting for Smoking.