English

Addendum on the scoring of Gaussian directed acyclic graphical models

Machine Learning 2022-05-06 v4 Methodology

Abstract

We provide a correction to the expression for scoring Gaussian directed acyclic graphical models derived in Geiger and Heckerman [Ann. Statist. 30 (2002) 1414-1440] and discuss how to evaluate the score efficiently.

Keywords

Cite

@article{arxiv.1402.6863,
  title  = {Addendum on the scoring of Gaussian directed acyclic graphical models},
  author = {Jack Kuipers and Giusi Moffa and David Heckerman},
  journal= {arXiv preprint arXiv:1402.6863},
  year   = {2022}
}

Comments

Published in at http://dx.doi.org/10.1214/14-AOS1217 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org). Typo in definition of R and one sentence corrected