netReg: Network-Regularized Regression Models
Version 1.0.1

netReg fits linear regression models using network-penalization. Graph prior knowledge, in the form of biological networks, is being incorporated into the likelihood of the linear model. The networks describe biological relationships such as co-regulation or dependency of the same transcription factors/metabolites/etc. yielding a part sparse and part smooth solution for coefficient profiles.

Package details

AuthorSimon Dirmeier [aut, cre]
Bioconductor views FeatureExtraction GraphAndNetwork Network Regression Software StatisticalMethod
MaintainerSimon Dirmeier <[email protected]>
LicenseGPL-3
Version1.0.1
URL https://github.com/dirmeier/netReg
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
source("https://bioconductor.org/biocLite.R")
biocLite("netReg")

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netReg documentation built on May 31, 2017, 11:13 a.m.