Michael Hayes

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The process I have just described, expressing P(cancer | do (smoking)) in terms of do-free probabilities, is called the front-door adjustment. It differs from the back-door adjustment in that we adjust for two variables (Smoking and Tar) instead of one, and these variables lie on the front-door path from Smoking to Cancer rather than the back-door path.
The Book of Why: The New Science of Cause and Effect (Penguin Science)
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