Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders

Christian Toth, Christian Knoll, Franz Pernkopf +1

The traditional two-stage approach to causal inference first identifies a single causal model (or equivalence class of models), which is then used to answer causal queries. However…