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

by Judea Pearl

Two additional ingredients are required to endow rYX.Z with causal legitimacy. First, the path diagram should represent a plausible picture of reality, and second, the adjusted variable(s) Z should satisfy the back-door criterion.