An efficient search-and-score algorithm for ancestral graphs using multivariate information scores

Nikita Lagrange, Herve Isambert

We propose a greedy search-and-score algorithm for ancestral graphs, which include directed as well as bidirected edges, originating from unobserved latent variables. The normalize…