Directed graphs with identical characteristic imset vectors are always covariance equivalent in cyclic linear structural equation models.
Andersson, David Madigan, and Michael D
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Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal
Directed graphs with identical characteristic imset vectors are always covariance equivalent in cyclic linear structural equation models.