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gRain (version 1.0-3)

Graphical Independence Networks

Description

A package for probability propagation in graphical independence networks, also known as probabilistic expert systems or Bayesian networks.

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Version

Install

install.packages('gRain')

Monthly Downloads

2,013

Version

1.0-3

License

GPL (>= 2)

Maintainer

Søren Højsgaard

Last Published

August 28th, 2012

Functions in gRain (1.0-3)

propagate.grain

Propagate a graphical independence network (a Bayesian network)
loadHuginNet

Load and save Hugin net files
cptable

Create conditional probability tables (CPTs)
repeatPattern

Create repeated patterns in Bayesian networks
predict.grain

Make predictions from a probabilistic network
compile.grain

Compile a graphical independence network (a Bayesian network)
querygrain

Query an independence network
internal-gRain

Internal functions for the gRain package
gRain-package

Overview - the gRain package for graphical independence networks
grain

Graphical Independence Network
simulate.grain

Simulate from an independence network
extractCPT,extractPOT

Extract conditional probabilities and clique potentials from data
andtable

Conditional probability tables based on logical dependcies
compileCPT,compilePOT

Compile conditional probability tables / cliques potentials.