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Published in:
1994 | OriginalPaper | Chapter
Conditional dependence in probabilistic networks
Author : Remco R. Bouckaert
Published in: Selecting Models from Data
Publisher: Springer New York
Included in: Professional Book Archive
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In general, a probabilistic network is considered a representation of a set of conditional independency statements. However, probabilistic networks also represent dependencies. In this paper an axiomatic characterization of conditional dependence is given. Furthermore, a criterion is given to read conditional dependencies from a probabilistic network.