bioconda / packages / bioconductor-netreg 1.11.0

Network-Regularized Regression Models

Installers

Info: This package contains files in non-standard labels.

conda install

  • linux-64  v1.11.0
  • osx-64  v1.11.0
To install this package with conda run one of the following:
conda install -c bioconda bioconductor-netreg
conda install -c bioconda/label/gcc7 bioconductor-netreg
conda install -c bioconda/label/cf201901 bioconductor-netreg

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.

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