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.
On the completeness of an identifiability algorithm for semi-markovian models
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.ST 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.