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Modeling of the local dependence between two nodes (a) Latent Bayesian network modeling the local dependence between B and C nodes. (b) Modeling of the local dependence between B and C nodes through a latent hierarchical model. The light shade indicates the observed variables whereas the dark shade points out the latent variables.
