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NetGreg  

Network-Guided Penalized Regression (NetGreg)
View on CRAN: Click here


Download and install NetGreg package within the R console
Install from CRAN:
install.packages("NetGreg")

Install from Github:
library("remotes")
install_github("cran/NetGreg")

Install by package version:
library("remotes")
install_version("NetGreg", "0.0.2")



Attach the package and use:
library("NetGreg")
Maintained by
Seungjun Ahn
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-06-03
Latest Update: 2025-06-03
Description:
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 recent preprint by Ahn S and Oh EJ (2025) <doi:10.48550/arXiv.2505.22986>.
How to cite:
Seungjun Ahn (2025). NetGreg: Network-Guided Penalized Regression (NetGreg). R package version 0.0.2, https://cran.r-project.org/web/packages/NetGreg. Accessed 12 Jun. 2025.
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Complete documentation for NetGreg
Functions, R codes and Examples using the NetGreg R package
Full NetGreg package functions and examples
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