Factorization conjecture for the determinant of the Lyapunov Jacobian
Factorization conjecture for the determinant of the Lyapunov Jacobian
Let be a symmetric covariance matrix, let denote the edge set of the underlying graph, and let be the corresponding Jacobian submatrix. Let denote the restricted kernel matrix on the complement of . The notation is as in the paper.
Factorization conjecture. The determinant of factorizes as
This conjecture would identify the determinant of the restricted kernel as the critical factor, up to the scalar factor , and complete the preceding corollary. The source reports substantial numerical evidence but no general proof for ; the claim that the determinant of does not further factor the restricted-kernel determinant remains unproved.
Sources & referencesView supporting material
Primary source
Philipp Dettling, Roser Homs, Carlos Améndola, Mathias Drton and Niels Richard Hansen, “Identifiability in Continuous Lyapunov Models”, arXiv:2209.03835 (2023).
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