Other packages > Find by keyword >

regnet  

Network-Based Regularization for Generalized Linear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("regnet", "1.0.2")



Attach the package and use:
library("regnet")
Maintained by
Jie Ren
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-05-21
Latest Update: 2025-02-10
Description:
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.
How to cite:
Jie Ren (2017). regnet: Network-Based Regularization for Generalized Linear Models. R package version 1.0.2, https://cran.r-project.org/web/packages/regnet. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2017-05-21 09:00), 0.1.1 (2017-05-24 00:30), 0.2.0 (2017-10-15 05:08), 0.3.0 (2018-05-22 20:30), 0.4.0 (2019-06-08 16:30), 1.0.0 (2022-08-18 14:40), 1.0.1 (2024-02-22 04:20)
Other packages that cited regnet R package
View regnet citation profile
Other R packages that regnet depends, imports, suggests or enhances
Complete documentation for regnet
Functions, R codes and Examples using the regnet R package
Some associated functions: cv.regnet . plot.regnet . print.cv.regnet . print.regnet . regnet-package . regnet . rgn . 
Some associated R codes: ContCD.R . ContCV.R . LogitCD.R . LogitCV.R . RcppExports.R . SurvCD.R . SurvCV.R . Utilities.R . cv.regnet.R . example.R . plot.regnet.R . print.regnet.R . regnet-package.R . regnet.R .  Full regnet package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
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  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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