69 citations · 235 across the 19 of their papers we have counts for
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stat.ME2015★ 16 cited
A Uniformly Consistent Estimator of Causal Effects under the -Triangle-Faithfulness Assumption
Peter Spirtes, Jiji Zhang
Spirtes, Glymour and Scheines [Causation, Prediction, and Search (1993) Springer] described a pointwise consistent estimator of the Markov equivalence class of any causal structure…
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…
stat.ME2012★ 4 cited
A Characterization of Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables
Jiji Zhang
Different directed acyclic graphs (DAGs) may be Markov equivalent in the sense that they entail the same conditional independence relations among the observed variables. Meek (1995…