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Graphical Independence Networks with the gRain Package for R

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  • Højsgaard, Søren

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.

Suggested Citation

  • Højsgaard, Søren, 2012. "Graphical Independence Networks with the gRain Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 46(i10).
    • Handle: RePEc:jss:jstsof:v:046:i10
    DOI: http://hdl.handle.net/10.18637/jss.v046.i10
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