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