Maximum likelihood geometry in the presence of data zeros
From MaRDI portal
Publication:3452399
DOI10.1145/2608628.2608659zbMath1325.68285arXiv1310.4197OpenAlexW2130590509MaRDI QIDQ3452399
Elizabeth Gross, Jose Israel Rodriguez
Publication date: 11 November 2015
Published in: Proceedings of the 39th International Symposium on Symbolic and Algebraic Computation (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1310.4197
Point estimation (62F10) Symbolic computation and algebraic computation (68W30) Varieties and morphisms (14A10) Applications of commutative algebra (e.g., to statistics, control theory, optimization, etc.) (13P25)
Related Items
A probabilistic algorithm for computing data-discriminants of likelihood equations ⋮ Algebraic boundary of matrices of nonnegative rank at most three ⋮ Likelihood Geometry ⋮ The maximum likelihood data singular locus ⋮ The Maximum Likelihood Degree of Mixtures of Independence Models ⋮ Likelihood degenerations ⋮ Mini-workshop: Scattering amplitudes, cluster algebras, and positive geometries. Abstracts from the mini-workshop held December 5--11, 2021 (hybrid meeting) ⋮ Identifying the number of components in Gaussian mixture models using numerical algebraic geometry ⋮ Maximum likelihood estimation of symmetric group-based models via numerical algebraic geometry ⋮ Critical points via monodromy and local methods ⋮ Fixed points of the EM algorithm and nonnegative rank boundaries
Uses Software
Cites Work
- An effective implementation of symbolic-numeric cylindrical algebraic decomposition for quantifier elimination
- Cylindrical algebraic decomposition using validated numerics
- The Jordan Curve Theorem, Formally and Informally
- On Computable Numbers, with an Application to the Entscheidungsproblem
- Definability and decision problems in arithmetic
- Unnamed Item
- Unnamed Item
This page was built for publication: Maximum likelihood geometry in the presence of data zeros
