IIC amplifies causal identifiability in linear SEMs by iteratively propagating seed identifications through reduced HTC substitutions, reducing the inconclusive gap by over 80% while remaining sound and monotone.
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Iterative Identification Closure: Amplifying Causal Identifiability in Linear SEMs
IIC amplifies causal identifiability in linear SEMs by iteratively propagating seed identifications through reduced HTC substitutions, reducing the inconclusive gap by over 80% while remaining sound and monotone.