Generic identifiability conjecture for all non-complete graph families
Generic identifiability conjecture for all non-complete graph families
Let be any family of non-complete graphs, and let denote the homoscedastic linear structural equation model associated with . Generic identifiability conjecture. The graph parameter of the family 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.
Sources & referencesView supporting material
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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