Generic identifiability conjecture for all non-complete graph families

Let G\mathcal{G} be any family of non-complete graphs, and let MGM_G denote the homoscedastic linear structural equation model associated with GGG\in\mathcal{G}. Generic identifiability conjecture. The graph parameter GG of the family {MG}GG\{M_G\}_{G\in\mathcal{G}} is generically identifiable. The claim would extend the paper's established identifiability results from particular graph families to every family of non-complete graphs. It is stated without a proof or resolution.

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Primary source

Mathias Drton, Benjamin Hollering and Jun Wu, “Identifiability of Homoscedastic Linear Structural Equation Models using Algebraic Matroids”, arXiv:2308.01821 (2023).

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