Graphical Independence Networks with the gRain Package for R

Graphical Independence Networks with the gRain Package for R

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 pa...

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Bibliographic Details
Main Author: Soren Hojsgaard
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2012-01-01
Series:Journal of Statistical Software
Subjects:
conditional independence
conditional probability
directed acyclical graph
evidence
expert system
graph
graphical model
junction tree
maximum cardinality search
message passing
running intersection property
triangulation
Online Access:http://www.jstatsoft.org/v46/i10/paper

Internet

http://www.jstatsoft.org/v46/i10/paper

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