Gaussian likelihood geometry of projective varieties
Algebraic Geometry
2023-11-27 v2 Statistics Theory
Statistics Theory
Abstract
We explore the maximum likelihood degree of a homogeneous polynomial on a projective variety , , which generalizes the concept of Gaussian maximum likelihood degree. We show that is equal to the count of critical points of a rational function on , and give different geometric characterizations of it via topological Euler characteristic, dual varieties, and Chern classes.
Keywords
Cite
@article{arxiv.2208.12560,
title = {Gaussian likelihood geometry of projective varieties},
author = {Sandra Di Rocco and Lukas Gustafsson and Luca Schaffler},
journal= {arXiv preprint arXiv:2208.12560},
year = {2023}
}
Comments
25 pages, 1 figure. Final revised version. The main results were extended to the non-smooth case. To appear in SIAM Journal on Applied Algebra and Geometry