regnet

Network-Based Regularization for Generalized Linear Models

CRAN Package

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) and Ren et al.(2019) ). Continuous, binary, and survival response are supported. Robust network-based methods are available for continuous and survival responses.

  • Version1.0.1
  • R version≥ 4.0.0
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release02/22/2024

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  • Depends1 package
  • Imports5 packages
  • Suggests2 packages
  • Linking To2 packages