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r / packages / r-regnet

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.

Type Size Name Uploaded Downloads Labels
conda 2.6 MB | linux-64/r-regnet-1.0.0-r43h884c59f_0.tar.bz2  1 year and 1 month ago 20 main
conda 1.8 MB | linux-64/r-regnet-0.4.0-r42h884c59f_0.tar.bz2  2 years and 7 months ago 49 main
conda 1.8 MB | win-64/r-regnet-0.4.0-r36h796a38f_0.tar.bz2  4 years and 11 months ago 91 main
conda 1.8 MB | osx-64/r-regnet-0.4.0-r36h466af19_0.tar.bz2  4 years and 11 months ago 14 main
conda 1.8 MB | linux-64/r-regnet-0.4.0-r36h29659fb_0.tar.bz2  4 years and 11 months ago 148 main

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