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r / packages / r-regnet 1.0.0

Network-based regularization has achieved success in variable selection for high-dimensional biological data due to its ability to incorporate correlations among genomic features. This package provides procedures of network-based variable selection for generalized linear models (Ren et al. (2017) <doi:10.1186/s12863-017-0495-5> and Ren et al.(2019) <doi:10.1002/gepi.22194>). Continuous, binary, and survival response are supported. Robust network-based methods are available for continuous and survival responses.

Installers

  • linux-64 v1.0.0
  • osx-64 v0.4.0
  • win-64 v0.4.0

conda install

To install this package run one of the following:
conda install r::r-regnet

Description


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