ML Anthology

Identifying Independencies in Causal Graphs with Feedback

Judea Pearl, Rina Dechter
UAI 1996 pp. 420-426
/uai/1996/pearl1996uai-identifying/

Abstract

We show that the d-separation criterion constitutes a valid test for conditional independence relationships that are induced by feedback systems involving discrete variables.

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Cite

Text

Pearl and Dechter. "Identifying Independencies in Causal Graphs with Feedback." Conference on Uncertainty in Artificial Intelligence, 1996.

Markdown

[Pearl and Dechter. "Identifying Independencies in Causal Graphs with Feedback." Conference on Uncertainty in Artificial Intelligence, 1996.](https://mlanthology.org/uai/1996/pearl1996uai-identifying/)

BibTeX

@inproceedings{pearl1996uai-identifying,
  title     = {{Identifying Independencies in Causal Graphs with Feedback}},
  author    = {Pearl, Judea and Dechter, Rina},
  booktitle = {Conference on Uncertainty in Artificial Intelligence},
  year      = {1996},
  pages     = {420-426},
  url       = {https://mlanthology.org/uai/1996/pearl1996uai-identifying/}
}