Complete identification methods for the causal hierarchy

We consider a hierarchy of queries about causal relationships in graphical models, where each level in the hierarchy requires more detailed information than the one below. The hierarchy consists of three levels: associative relationships, derived from a joint distribution over the observable variabl...

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Bibliographic Details
Main Authors: Shpitser, Ilya (Author), Pearl, Judea (Author)
Format: Article
Language:English
Published: 2008-09.
Subjects:
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