Package: NetGreg 0.0.4
Seungjun Ahn
NetGreg: Network-Guided Penalized Regression (NetGreg)
A network-guided penalized regression framework that integrates network characteristics from Gaussian graphical models with partial penalization, accounting for both network structure (hubs and non-hubs) and clinical covariates in high-dimensional omics data, including transcriptomics and proteomics. The full methodological details can be found in our publication by Ahn S and Oh EJ (2026) <doi:10.1093/bioadv/vbag038>.
Authors:
NetGreg_0.0.4.tar.gz
NetGreg_0.0.4.tar.gz(r-4.7-any)NetGreg_0.0.4.tar.gz(r-4.6-any)
NetGreg_0.0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NetGreg/json (API)
| # Install 'NetGreg' in R: |
| install.packages('NetGreg', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:000a9b0044. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 162 | ||
| source / vignettes | OK | 173 | ||
| linux-release-x86_64 | OK | 156 | ||
| wasm-release | OK | 123 |
Exports:identifyHubsNetworkGuided
Dependencies:bootclicodetoolscpp11dotCall64dplyrfieldsforeachgenericsglmnetgluehugeigraphiteratorslatticelifecyclemagrittrmapsMASSMatrixpillarpkgconfigplsgenomicsplyrR6RColorBrewerRcppRcppEigenreshape2RhpcBLASctlrlangshapespamstringistringrsurvivaltibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| identifyHubs | identifyHubs |
| NetworkGuided | NetworkGuided |