Learning causal trees from dependence information

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

1988 • 17,362 citations

Conditional Independence in Statistical Theory

1979 • 1,462 citations

Connectionist learning procedures

1989 • 1,388 citations

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Spurious Correlation: A Causal Interpretation*

1954 • 408 citations

Causal Networks: Semantics and Expressiveness* *This work was partially supported by the National Science Foundation Grant #IRI-8610155. “Graphoids: A Computer Representation for Dependencies and Relevance in Automated Reasoning (Computer Information Science).”

1990 • 371 citations

Stochastic independence, causal independence, and shieldability

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Structuring causal trees

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Causality From Probability

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GRAPHOIDS: Graph-Based Logic for Reasoning about Relevance Relations Or When Would x Tell You More about y If You Already Know z ?

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1990 • 22 citations