G1DBN: A package performing Dynamic Bayesian Network inference.

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G1DBN performs DBN inference using 1st order conditional dependencies.

Author
Sophie Lebre <sophie.lebre@icube.unistra.fr>, original version 1.0 by Sophie Lebre <sophie.lebre@icube.unistra.fr>, contribution of Julien Chiquet <julien.chiquet@genopole.cnrs.fr> to version 2.0
Date of publication
2013-09-05 19:27:45
Maintainer
Sophie Lebre <sophie.lebre@icube.unistra.fr>
License
GPL (>= 2)
Version
3.1.1

View on CRAN

Man pages

arth800line
Arabidopsis Thaliana temporal gene expression data
BuildEdges
Edges listing and evaluation
BuildNetwork
Network object creation
DBNScoreStep1
First order dependence graph G(1) inference
DBNScoreStep2
Full order dependence DAG G score matrix inference from a 1st...
PRcurve
PR curves computation
ROCcurve
ROC curves computation
SimulGeneExpressionAR1
First order multivariate Auto-Regressive time series...
SimulNetworkAdjMatrix
Network object generation

Files in this package

G1DBN
G1DBN/NAMESPACE
G1DBN/data
G1DBN/data/arth800line.rda
G1DBN/R
G1DBN/R/SimulGeneExpressionAR1.R
G1DBN/R/BuildEdges.R
G1DBN/R/DBNScoreStep2.R
G1DBN/R/BuildNetwork.R
G1DBN/R/ROCcurve.R
G1DBN/R/SimulNetworkAdjMatrix.R
G1DBN/R/DBNScoreStep1.R
G1DBN/R/PRcurve.R
G1DBN/MD5
G1DBN/DESCRIPTION
G1DBN/man
G1DBN/man/SimulGeneExpressionAR1.Rd
G1DBN/man/DBNScoreStep2.Rd
G1DBN/man/SimulNetworkAdjMatrix.Rd
G1DBN/man/PRcurve.Rd
G1DBN/man/arth800line.Rd
G1DBN/man/DBNScoreStep1.Rd
G1DBN/man/ROCcurve.Rd
G1DBN/man/BuildEdges.Rd
G1DBN/man/BuildNetwork.Rd