Question: probabilistic graphical models. data science. Let us say that we have a positive distribution on N random variables X1,X2,,XN. We would like to construct a

probabilistic graphical models. data science. Let us say that we have

probabilistic graphical models. data science.

Let us say that we have a positive distribution on N random variables X1,X2,,XN. We would like to construct a minimal I-map for this distribution using the concept of pairwiseindependencies. Assuming that each random variable is m-valued, and that each arithmetic operation (addition/subtraction/division/multiplication) takes time c, calculate the total time taken to construct the minimal I-map from the given distribution. [6 Marks]

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