Equivalence and synthesis of causal models.

Verma, T., & Pearl, J. (. (1991). Equivalence and synthesis of causal models. Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence.

Type

Conference paper

Intellectual base

Review or monograph

Year

1991

Link

https://ftp.cs.ucla.edu/tech-report/1991-reports/910020.pdf

Cited by

1 citation across 1 artifact.

Domain-specific

• Collider (Causal Graph)
  • DAGs with the same adjacencies but different unshielded colliders need not encode the same conditional independences; equivalence algorithms therefore preserve the skeleton and unshielded-collider set.

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