Unlimited learning, half price | 50% off

Last chance! 50% off unlimited learning

Sale ends in

Learn R Programming
⚠️There's a newer version (1.4.5) of this package.Take me there.

gRain (version 0.8.0)

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).

Copy Link

Version

Install

install.packages('gRain')

Monthly Downloads

2,013

Version

0.8.0

License

GPL (>= 2)

Maintainer

S�ren H�jsgaard

Last Published

April 26th, 2009

Functions in gRain (0.8.0)

compile.grain

Compile a graphical independence network (a Bayesian network)
internal-gRain

Internal functions for the gRbayesnet package
gRain-package

Overview - the gRain package for graphical independence networks
andtable

Conditional probability tables based on logical dependcies
querygrain

Query an independence network
propagate.grain

Propagate a graphical independence network (a Bayesian network)
grain

Graphical Independence Network
compileCPT,compilePOT

Compile conditional probability tables / cliques potentials.
predict.grain

Make predictions from a probabilistic network
simulate.grain

Simulate from an independence network
loadHuginNet

Load and save Hugin net files
extractCPT,extractPOT

Extract conditional probabilities and clique potentials from data
compile,propagate

Compile and propagate functions
cptable

Create conditional probability tables (CPTs)