Hybrid Bayesian Networks with Linear Deterministic Variables

Barry Cobb, Prakash P. Shenoy

When a hybrid Bayesian network has conditionally deterministic variables with continuous parents, the joint density function for the continuous variables does not exist. Conditiona…