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August 2014 Addendum on the scoring of Gaussian directed acyclic graphical models
Jack Kuipers, Giusi Moffa, David Heckerman
Ann. Statist. 42(4): 1689-1691 (August 2014). 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.

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Jack Kuipers. Giusi Moffa. David Heckerman. "Addendum on the scoring of Gaussian directed acyclic graphical models." Ann. Statist. 42 (4) 1689 - 1691, August 2014. https://doi.org/10.1214/14-AOS1217

Information

Published: August 2014
First available in Project Euclid: 7 August 2014

zbMATH: 1297.62122
MathSciNet: MR3262465
Digital Object Identifier: 10.1214/14-AOS1217

Subjects:
Primary: 62-07 , 62F15 , 62H99

Keywords: Bayesian network learning , BGe score , Gaussian DAG models

Rights: Copyright © 2014 Institute of Mathematical Statistics

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Vol.42 • No. 4 • August 2014
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