A new weakened set of graph conditions makes the front-door formula valid for identifying total causal effects under latent confounding in more cases than Pearl's original criterion.
Cambridge Univer- sity Press, Cambridge, 2nd edition, 2009
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Generalization of Pearl's Front-Door Criterion
A new weakened set of graph conditions makes the front-door formula valid for identifying total causal effects under latent confounding in more cases than Pearl's original criterion.