The maximum likelihood degree of a very affine variety
arXiv:1207.0553 · doi:10.1112/S0010437X13007057
Abstract
We show that the maximum likelihood degree of a smooth very affine variety is equal to the signed topological Euler characteristic. This generalizes Orlik and Terao's solution to Varchenko's conjecture on complements of hyperplane arrangements to smooth very affine varieties. For very affine varieties satisfying a genericity condition at infinity, the result is further strengthened to relate the variety of critical points to the Chern-Schwartz-MacPherson class. The strengthened version recovers the geometric deletion-restriction formula of Denham et al. for arrangement complements, and generalizes Kouchnirenko's theorem on the Newton polytope for nondegenerate hypersurfaces.
Improved readability. Final version, to appear in Compositio Mathematica
Cited by in corpus (28)
- Landau Discriminants
- The Maximum Likelihood Degree of Toric Varieties
- Principal Landau Determinants
- An Algorithm to Compute the Topological Euler Characteristic, Chern-Schwartz-MacPherson Class and Segre Class of Projective Varieties
- Euler characteristics of general linear sections and polynomial Chern classes
- Milnor numbers of projective hypersurfaces with isolated singularities
- Chern-Schwartz-MacPherson cycles of matroids
- Four Lectures on Euler Integrals
- An algorithm for computing the topological Euler characteristic of complex projective varieties
- Differential Equations for Gaussian Statistical Models with Rational Maximum Likelihood Estimator
- A Direct Algorithm to Compute the Topological Euler Characteristic and Chern-Schwartz-MacPherson Class of Projective Complete Intersection Varieties
- Computing characteristic classes of subschemes of smooth toric varieties
- Rational partition models under iterative proportional scaling
- Reciprocal maximum likelihood degrees of diagonal linear concentration models
- The signed Euler characteristic of very affine varieties
- Toric and tropical compactifications of hyperplane complements
- A Macaulay2 package for characteristic classes and the topological Euler characteristic of complex projective schemes
- Matroid Stratification of ML Degrees of Independence Models
- Maximum Likelihood Estimation from a Tropical and a Bernstein--Sato Perspective
- Polar degree and vanishing cycles
- Perverse sheaves on semi-abelian varieties -- a survey of properties and applications
- Electrical networks and hyperplane arrangements
- Autocovariance Varieties of Moving Average Random Fields
- Maximum likelihood geometry in the presence of data zeros
- Lawrence Lifts, Matroids, and Maximum Likelihood Degrees
- Geometry of rational quasi-independence models as toric fiber products
- Geometry of the Gaussian graphical model of the cycle
- The maximum likelihood degree of sparse polynomial systems