 The variables, which are represented by nodes and are connected by arrows, stand in relation of probabilistic dependence. To describe these relations, the graphical model is accompanied by conditional probability tables. For parentless nodes such as \(H\), the tables specify the prior probabilities of all their possible states. Assuming \(H\) stands for a binary random variable, with two possible states, the prior probabilities could be: