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Understanding Bayesian Networks

which can be combined with the chain rule above to get the decomposition into local distributions. Each node X i is conditionally independent of its non-descendants (e.g., nodes X j for which there is no path from X ito X j) given its parents. Compared to the previous decomposition, it …

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