Minimality conjecture for generators of HTC-identifiable graph model ideals
Minimality conjecture for generators of HTC-identifiable graph model ideals
Let be an HTC-identifiable graph, let denote its Gaussian structural equation model, and let be the corresponding model ideal. The generators found in Theorem are generators of . Minimality conjecture. For any HTC-identifiable graph , these generators are minimal. This conjecture extends the established minimality result for graphs whose sets 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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Sources & referencesView supporting material
Primary source
Bohao Yao and Robin Evans, “Algebraic Properties of Gaussian HTC-identifiable Graphs”, arXiv:1911.12754 (2021).
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