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Causal Inference and Causal Explanation with Background Knowledge

Year: 2013
Type: preprint
Abstract: 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?
Language: English
Open Access status: green
OpenAlex ID: W1822300807
Cites: 10
Cited by: 389
Related to: 20