Last data update: 2014.03.03
|
synRNASeqNet
Package: synRNASeqNet
Type: Package
Title: Synthetic RNA-Seq Network Generation and Mutual Information
Estimates
Version: 1.0
Date: 2015-04-07
Author: Luciano Garofano, Stefano Maria Pagnotta, Michele Ceccarelli
Maintainer: Luciano Garofano <lucianogarofano88@gmail.com>
Depends: R (>= 3.1.1), parallel, parmigene, GenKern, igraph
URL: https://github.com/lucgar/synRNASeqNet
Imports: KernSmooth
Description: It implements various estimators of mutual information, such as
the maximum likelihood and the Millow-Madow estimator, various Bayesian
estimators, the shrinkage estimator, and the Chao-Shen estimator. It also
offers wrappers to the kNN and kernel density estimators. Furthermore, it
provides various index of performance evaluation such as precision, recall,
FPR, F-Score, ROC-PR Curves and so on. Lastly, it provides a brand new way
of generating synthetic RNA-Seq Network with known dependence structure.
License: GPL (>= 3)
NeedsCompilation: no
Packaged: 2015-04-20 08:45:39 UTC; luciano
Repository: CRAN
Date/Publication: 2015-04-20 11:55:18
Install log
* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'synRNASeqNet' ...
** package 'synRNASeqNet' successfully unpacked and MD5 sums checked
** R
** preparing package for lazy loading
** help
*** installing help indices
converting help for package 'synRNASeqNet'
finding HTML links ... done
DiscriminantPower html
Likelihoods html
YoudenIndex html
aucDisc html
entropyBayes html
entropyCS html
entropyML html
entropyMM html
entropyShrink html
mainNetFunction html
parEntropyEstimate html
parMIEstimate html
parMIKD html
performanceIndex html
performanceNET html
plotPR html
plotROC html
simulatedData html
synRNASeqNet-internal html
synRNASeqNet-package html
** building package indices
** testing if installed package can be loaded
* DONE (synRNASeqNet)
Making 'packages.html' ... done
|