An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models

Ilya Shpitser, Thomas S. Richardson, James M. Robins

Probabilistic inference in graphical models is the task of computing marginal and conditional densities of interest from a factorized representation of a joint probability distribu…