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gRain (version 0.6.0)

Graphical Independence Networks

Description

A package for probability propagation in graphical independence networks, also known as probabilistic expert systems (which includes Bayesian networks as a special case).

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Install

install.packages('gRain')

Monthly Downloads

2,013

Version

0.6.0

License

GPL (>= 2)

Maintainer

S�ren H�jsgaard

Last Published

October 17th, 2024

Functions in gRain (0.6.0)

grain

Graphical Independence Network

gRain-package

GRAphical Independence Networks

simulate.grain

Simulate from an independence network

internal-gRain

Internal functions for the gRbayesnet package

predict.grain

Make predictions from a probabilistic network

loadHuginNet

Load and save Hugin net files

propagate

Propagate a Bayesian network

cpt

Create conditional probability tables (CPTs)

compile

Compile a Bayesian network (aka a graphical independence network)

querygm

Query an independence network