Minimality conjecture for generators of HTC-identifiable graph model ideals

From papers

Let GG be an HTC-identifiable graph, let M(G)\mathcal{M}(G) denote its Gaussian structural equation model, and let J(M(G))J(\mathcal{M}(G)) be the corresponding model ideal. The generators found in Theorem are generators of J(M(G))J(\mathcal{M}(G)). Minimality conjecture. For any HTC-identifiable graph GG, these generators are minimal. This conjecture extends the established minimality result for graphs whose sets {SvvV}\{S_v\mid v\in V\} have no subset cycles; the general case remains open because the lemma used to prove minimality does not hold for all HTC-identifiable graphs.

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Primary source

Bohao Yao and Robin Evans, “Algebraic Properties of Gaussian HTC-identifiable Graphs”, arXiv:1911.12754 (2021).

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