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1. Consider this joint probability distribution P:

P(x1; y1; z1) = 0:03
P(x1; y1; z2) = 0:27
P(x1; y2; z1) = 0:04
P(x1; y2; z2) = 0:16
P(x2; y1; z1) = 0:09
P(x2; y1; z2) = 0:21
P(x2; y2; z1) = 0:08
P(x2; y2; z2) = 0:12

(a) Determine whether P constitutes a Bayesian network with the DAG X -> Y -> Z:

(b) Determine whether P constitutes a Bayesian network with the DAG X -> Z <- Y

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Statistics and Probability, Statistics

Category:- Statistics and Probability
Reference No.:- M9397654

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