In heavy-tailed linear causal models, the causal tail coefficient is asymmetric along the true causal direction, and the EASE algorithm uses this asymmetry to recover the causal order consistently.
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Causal discovery in heavy-tailed models
In heavy-tailed linear causal models, the causal tail coefficient is asymmetric along the true causal direction, and the EASE algorithm uses this asymmetry to recover the causal order consistently.