ebdbNet: Empirical Bayes Estimation of Dynamic Bayesian Networks

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Infer the adjacency matrix of a network from time course data using an empirical Bayes estimation procedure based on Dynamic Bayesian Networks.

Author
Andrea Rau <andrea.rau@inra.fr>
Date of publication
2016-11-21 16:03:42
Maintainer
Andrea Rau <andrea.rau@inra.fr>
License
GPL (>= 3)
Version
1.2.5
URLs

View on CRAN

Man pages

calcAUC
Calculate the Approximate Area Under the Curve (AUC)
calcSensSpec
Calculate Sensitivity and Specificity of a Network
dataFormat
Change the Format of Longitudinal Data to be Compatible with...
ebdbn
Empirical Bayes Dynamic Bayesian Network (EBDBN) Estimation
ebdbNet-package
Empirical Bayes Dynamic Bayesian Network (EBDBN) Inference
ebdbn-internal
Internal functions for Empirical Bayes Dynamic Bayesian...
hankel
Perform Singular Value Decomposition of Block-Hankel Matrix
plot.ebdbNet
Visualize EBDBN network
simulateVAR
Simulate Simple Autoregressive Process

Files in this package

ebdbNet
ebdbNet/inst
ebdbNet/inst/CITATION
ebdbNet/src
ebdbNet/src/Makevars
ebdbNet/src/RunWrapGen.c
ebdbNet/NAMESPACE
ebdbNet/NEWS
ebdbNet/R
ebdbNet/R/calcSensSpec.R
ebdbNet/R/ebdbn.R
ebdbNet/R/simulateVAR.R
ebdbNet/R/hankel.R
ebdbNet/R/calcAUC.R
ebdbNet/R/sumFunc.R
ebdbNet/R/dataFormat.R
ebdbNet/R/fdbkFunc.R
ebdbNet/R/plot.ebdbNet.R
ebdbNet/README.md
ebdbNet/MD5
ebdbNet/DESCRIPTION
ebdbNet/man
ebdbNet/man/ebdbNet-package.Rd
ebdbNet/man/ebdbn-internal.Rd
ebdbNet/man/ebdbn.Rd
ebdbNet/man/plot.ebdbNet.Rd
ebdbNet/man/calcAUC.Rd
ebdbNet/man/hankel.Rd
ebdbNet/man/simulateVAR.Rd
ebdbNet/man/calcSensSpec.Rd
ebdbNet/man/dataFormat.Rd