Unverified50% confidenceFactExact time

Pearl represents the do-operation by removing all arrows pointing to X in the causal graph, which he calls graph surgery.

1

Sources

50%

Confidence

Long-term

Relevance

10/3/2026

First Seen

Sources

Even a Perfect Model Can Get Causality Backwards: The Do-Operator in Causal Machine Learning

Related Entities

Judea Pearlperson 图手术concept

Related Claims

UnverifiedThe do-operator is a concept proposed by Pearl; P(Y|do(X=x)) and P(Y|X=x) can be entirely different, as the former eliminates the influence of all causal predecessors of X.59% similar

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