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A Transformational Characterization of Markov Equivalence for Directed Maximal Ancestral Graphs
 

Summary: A Transformational Characterization of Markov Equivalence for
Directed Maximal Ancestral Graphs
Jiji Zhang
Philosophy Department
Carnegie Mellon University
Pittsburgh, PA 15213
jiji@andrew.cmu.edu
Peter Spirtes
Philosophy Department
Carnegie Mellon University
Institute for Machine and Human Cognition
University of West Florida
ps7z@andrew.cmu.edu
Abstract
The conditional independence relations
present in a data set usually admit multiple
causal explanations -- typically represented
by directed graphs -- which are Markov
equivalent in that they entail the same
conditional independence relations among

  

Source: Andrews, Peter B. - Department of Mathematical Sciences, Carnegie Mellon University

 

Collections: Mathematics