Other packages > Find by keyword >

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 21 Aug. 2026.
Previous versions and publish date:
0.0.2 (2025-06-03 11:30), (2026-07-09 08:15)
Other packages that cited NetGreg R package
View NetGreg citation profile
Other R packages that NetGreg depends, imports, suggests or enhances
Complete documentation for NetGreg
Functions, R codes and Examples using the NetGreg R package
Full NetGreg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA