Identifying Independencies in Causal Graphs with Feedback
Artificial Intelligence
2013-02-18 v1
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.
Cite
@article{arxiv.1302.3595,
title = {Identifying Independencies in Causal Graphs with Feedback},
author = {Judea Pearl and Rina Dechter},
journal= {arXiv preprint arXiv:1302.3595},
year = {2013}
}
Comments
Appears in Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI1996)