netReg: Network-Regularized Regression Models
Version 1.4.0

netReg fits linear regression models using network-penalization. Graph prior knowledge, in the form of biological networks, is being incorporated into the loss function 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 | BSL-1.0 + file LICENSE
Version1.4.0
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")

Try the netReg package in your browser

Any scripts or data that you put into this service are public.

netReg documentation built on May 2, 2018, 2:53 a.m.