netReg
Bioc removedNetwork-Regularized Regression Models
Release Lineage
Entered 3.5 · Apr 25, 2017
Removed after 3.12 · Oct 28, 2020
Description
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.
Call graph
Open call graph →Code intelligence has not been computed for this package yet.
Code
Code metrics have not been computed for this package yet.
Topics
People
- Simon Dirmeier author maintainer
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("netReg")This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-08-09, which the citation names so these numbers can be found later. More on citing and the projects behind them.