6 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.AI2012★ 1 cited
Markov Equivalence Classes for Maximal Ancestral Graphs
Ayesha R. Ali, Thomas S. Richardson
Ancestral graphs are a class of graphs that encode conditional independence relations arising in DAG models with latent and selection variables, corresponding to marginalization an…
stat.ME2012★ 6 cited
Towards Characterizing Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables
Ayesha R. Ali, Thomas S. Richardson, Peter L. Spirtes +1
It is well known that there may be many causal explanations that are consistent with a given set of data. Recent work has been done to represent the common aspects of these explana…