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The F-adjoined Gauss map and Gaussian likelihood geometry
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.).
2025 (English)In: Algebraic Statistics, ISSN 2693-2997, Vol. 16, no 1, p. 29-53Article in journal (Refereed) Published
Abstract [en]

We introduce the F-adjoined Gauss map. We use it to express the Gaussian maximum likelihood degree as a product of two invariants. As an application of our product formula, we classify all projective curves of Gaussian maximum likelihood degree 1. We also provide a formula for the generic Gaussian maximum likelihood degree of a projective variety X in terms of its polar classes. The renowned polar class formula for generic Euclidean distance degree is a special case of our formula.

Place, publisher, year, edition, pages
Mathematical Sciences Publishers , 2025. Vol. 16, no 1, p. 29-53
Keywords [en]
algebraic statistics, maximum likelihood degree, rational MLE
National Category
Geometry
Identifiers
URN: urn:nbn:se:kth:diva-377723DOI: 10.2140/astat.2025.16.29Scopus ID: 2-s2.0-105020963585OAI: oai:DiVA.org:kth-377723DiVA, id: diva2:2045058
Note

QC 20260311

Available from: 2026-03-11 Created: 2026-03-11 Last updated: 2026-03-11Bibliographically approved

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Gustafsson, Lukas

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