257 citations · 1k across the 41 of their papers we have counts for
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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…
cs.AI2012★ 1 cited
Using the structure of d-connecting paths as a qualitative measure of the strength of dependence
Sanjay Chaudhari, Thomas S. Richardson
Pearls concept OF a d - connecting path IS one OF the foundations OF the modern theory OF graphical models : the absence OF a d - connecting path IN a DAG indicates that conditiona…