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Addendum on the scoring of Gaussian directed acyclic graphical models

Jack Kuipers, Giusi Moffa, David Heckerman

The Annals of Statistics · 2014 · Volume 42 · Issue 4

DOI: 10.1214/14-AOS1217

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

62-07, 62F15, 62H99, Bayesian network learning, BGe score, Gaussian DAG models

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