HT-HSCM unifies heavy-tailed linear and max-linear models; causal tail coefficients recover the full ancestral partial order of the DAG and ancestral impulse-responses via a recursive algorithm.
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Heavy Tailed Homogeneous Structural Causal Models
HT-HSCM unifies heavy-tailed linear and max-linear models; causal tail coefficients recover the full ancestral partial order of the DAG and ancestral impulse-responses via a recursive algorithm.