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BSA - exact algorithm computing LTS estimate

Computation 2017-05-31 v1 Statistics Theory Statistics Theory

Abstract

The main result of this paper is a new exact algorithm computing the estimate given by the Least Trimmed Squares (LTS). The algorithm works under very weak assumptions. To prove that, we study the respective objective function using basic techniques of analysis and linear algebra.

Keywords

Cite

@article{arxiv.1001.1297,
  title  = {BSA - exact algorithm computing LTS estimate},
  author = {Karel Klouda},
  journal= {arXiv preprint arXiv:1001.1297},
  year   = {2017}
}

Comments

18 pages, 1 figure

R2 v1 2026-06-21T14:32:24.929Z