English

Finiteness for the k-factor model and chirality varieties

Commutative Algebra 2017-10-10 v1 Statistics Theory Statistics Theory

Abstract

This paper deals with two families of algebraic varieties arising from applications. First, the k-factor model in statistics, consisting of n-times-n covariance matrices of n observed Gaussian variables that are pairwise independent given k hidden Gaussian variables. Second, chirality varieties inspired by applications in chemistry. A point in such a chirality variety records chirality measurements of all k-subsets among an n-set of ligands. Both classes of varieties are given by a parameterisation, while for applications having polynomial equations would be desirable. For instance, such equations could be used to test whether a given point lies in the variety. We prove that in a precise sense, which is different for the two classes of varieties, these equations are finitely characterisable when k is fixed and n grows.

Keywords

Cite

@article{arxiv.0811.3503,
  title  = {Finiteness for the k-factor model and chirality varieties},
  author = {Jan Draisma},
  journal= {arXiv preprint arXiv:0811.3503},
  year   = {2017}
}

Comments

13 pages

R2 v1 2026-06-21T11:43:58.658Z