netReg: Network-Regularized Regression Models
Version 1.2.0

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]>
Package repositoryView on Bioconductor
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netReg documentation built on Nov. 17, 2017, 12:37 p.m.