If pv is a tree before observing the evidence then we would, Ask an Expert

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The problem Find the posterior PV |A= if PV (a tree graphical model) is a the prior knowledge and evidence A = a is observed. If PV is a tree before observing the evidence, then we would like PV PV |A= a to be also represented as a tree. Is this always possible?

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