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Provable Estimation Procedures Under the New Identifiability Criterion
Sourced from the work of Daniele Tramontano, Jalal Etesami, Mathias Drton
§ Problem Statement
§ Discussion
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§ Significance & Implications
§ Known Partial Results
§ References
[1]
Parameter identification in linear non-Gaussian causal models under general confounding
Daniele Tramontano, Jalal Etesami, Mathias Drton (2024)
Annals of Statistics (to appear)
📍 Section 9 (Conclusions), unnumbered discussion immediately following Section 8.2 (“Causal Effect Estimation”) stating that estimation is heuristic and a full statistical theory (consistency/asymptotic normality) is left open (no numbered theorem/conjecture/remark).
Source paper where this problem appears.