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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
Version
3.1.1
3.0
2.0
1.01
1.0
Install
install.packages('G1DBN')
Monthly Downloads
80
Version
3.1.1
License
GPL (>= 2)
Maintainer
original version 10 by Sophie Lebre
Last Published
September 5th, 2013
Functions in G1DBN (3.1.1)
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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