ABSTRACT

BN is a directed acyclic graph, in which the nodes represent the random variables, arcs signify direct causal relationships between the dependent, linked nodes.

The conditional probability tables assigned to the nodes denote conditional dependencies. There are no arcs between the independent random variables. It means that the probability of the product og ther representing them events is equal to the product of their probabilities.