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G1DBN (version 3.1.1)

A package performing Dynamic Bayesian Network inference.

Description

G1DBN performs DBN inference using 1st order conditional dependencies.

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Version

Install

install.packages('G1DBN')

Monthly Downloads

80

Version

3.1.1

License

GPL (>= 2)

Last Published

September 5th, 2013

Functions in G1DBN (3.1.1)

DBNScoreStep1

First order dependence graph G(1) inference
BuildEdges

Edges listing and evaluation
BuildNetwork

Network object creation
SimulNetworkAdjMatrix

Network object generation
DBNScoreStep2

Full order dependence DAG G score matrix inference from a 1st order dependence score matrix S1
SimulGeneExpressionAR1

First order multivariate Auto-Regressive time series generation
ROCcurve

ROC curves computation
arth800line

Arabidopsis Thaliana temporal gene expression data
PRcurve

PR curves computation