Uncertainty in Artificial Intelligence
First Name   Last Name   Password   Forgot Password   Log in!
    Proceedings         Authors   Author's Info   Article details         Search    
Causal Inference and Causal Explanation with Background Knowledge
Christopher Meek
This paper presents correct algorithms for answering the following two questions; (i) Does there exist a causal explanation consistent with a set of background knowledge which explains all of the observed independence facts in a sample? (ii) Given that there is such a causal explanation what are the causal relationships common to every such causal explanation?
Keywords: Causal inference, causal explanation, Bayesian networks, chain graphs, counting prin
Pages: 403-410
PS Link:
PDF Link: /papers/95/p403-meek.pdf
AUTHOR = "Christopher Meek ",
TITLE = "Causal Inference and Causal Explanation with Background Knowledge",
BOOKTITLE = "Proceedings of the Eleventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-95)",
PUBLISHER = "Morgan Kaufmann",
ADDRESS = "San Francisco, CA",
YEAR = "1995",
PAGES = "403--410"

hosted by DSL   •   site info   •   help