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Authors: Søren Højsgaard
Title: [download]
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Graphical Independence Networks with the gRain Package for R
Reference: Vol. 46, Issue 10, Feb 2012
Submitted 2009-11-20, Accepted 2012-02-06
Type: Article
Abstract:

In this paper we present the R package gRain for propagation in graphical independence networks (for which Bayesian networks is a special instance). The paper includes a description of the theory behind the computations. The main part of the paper is an illustration of how to use the package. The paper also illustrates how to turn a graphical model and data into an independence network.

Paper: [download]
(5723)
Graphical Independence Networks with the gRain Package for R
(application/pdf, 555.3 KB)
Supplements: [download]
(641)
gRain_1.0-0.tar.gz: R source package
(application/x-gzip, 218.6 KB)
[download]
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v46i10.R: R example code from the paper
(application/octet-stream, 12.5 KB)
Resources: BibTeX | OAI
Creative Commons License
This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.
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