English

Algebra and geometry of tensors for modeling rater agreement data

Statistics Theory 2018-02-26 v1 Algebraic Geometry Statistics Theory

Abstract

We study three different quasi-symmetry models and three different mixture models of n×n×nn\times n\times n tensors for modeling rater agreement data. For these models we give a geometric description of the associated varieties and we study their invariants distinguishing between the case n=2n=2 and the case n>2n>2. Finally, for the two models for pairwise agreement we state some results about the pairwise Cohen's κ\kappa coefficients.

Keywords

Cite

@article{arxiv.1802.08175,
  title  = {Algebra and geometry of tensors for modeling rater agreement data},
  author = {Cristiano Bocci and Fabio Rapallo},
  journal= {arXiv preprint arXiv:1802.08175},
  year   = {2018}
}

Comments

24 pages, 8 figures