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• W2952209933 abstract "The graphoid axioms for conditional independence, originally described by Dawid [1979], are fundamental to probabilistic reasoning [Pearl, 19881. Such axioms provide a mechanism for manipulating conditional independence assertions without resorting to their numerical definition. This paper explores a representation for independence statements using multiple undirected graphs and some simple graphical transformations. The independence statements derivable in this system are equivalent to those obtainable by the graphoid axioms. Therefore, this is a purely graphical proof technique for conditional independence." @default.
• W2952209933 created "2019-06-27" @default.
• W2952209933 creator A5022164605 @default.
• W2952209933 date "2013-03-20" @default.
• W2952209933 modified "2023-09-27" @default.
• W2952209933 title "A Graph-Based Inference Method for Conditional Independence" @default.
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• W2952209933 hasPublicationYear "2013" @default.
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