Multicausality , randomised manipulation and parameter independence for collections of bayesian networks

the multicausal essential graph is defined on the equivalence class of bayesian networks (BNs) where each BN exhibits a strong form of manipulation causality called hypercausality.

Keywords:

causal bayesian network , dirichlet distribution , essential graph , hypercausality , hyper -dirichlet , local and global independence , mulicausality.