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.

کلیدواژه ها:

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