TReNA

This package is for version 3.6 of Bioconductor; for the stable, up-to-date release version, see TReNA.

Fit transcriptional regulatory networks using gene expression, priors, machine learning


Bioconductor version: 3.6

Methods for reconstructing transcriptional regulatory networks, especially in species for which genome-wide TF binding site information is available.

Author: Seth Ament <seth.ament at systemsbiology.org>, Paul Shannon <pshannon at systemsbioloyg.org>, Matthew Richards <mrichard at systemsbiology.org>

Maintainer: Matthew Richards <mrichard at systemsbiology.org>

Citation (from within R, enter citation("TReNA")):

Installation

To install this package, start R (version "3.4") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("TReNA")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

Reference Manual PDF
NEWS Text

Details

biocViews FeatureExtraction, GeneExpression, GeneRegulation, NetworkInference, Regression, Software, SystemsBiology, Transcription
Version 0.99.10
License GPL-3
Depends R (>= 3.4.0), utils, glmnet (>= 2.0.3)
Imports RSQLite, lassopv, randomForest, flare, vbsr, foreach, doParallel, RPostgreSQL, methods, DBI, GenomicRanges
System Requirements
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Suggests RUnit, limma, plyr, knitr, BiocGenerics, rmarkdown
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Package Archives

Follow Installation instructions to use this package in your R session.

Source Package TReNA_0.99.10.tar.gz
Windows Binary TReNA_0.99.10.zip
Mac OS X 10.11 (El Capitan) TReNA_0.99.10.tgz
Source Repository git clone https://git.bioconductor.org/packages/TReNA
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/TReNA
Package Short Url https://bioconductor.org/packages/TReNA/
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Old Source Packages for BioC 3.6 Source Archive