R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
RSO
View on CRAN: Click
here
Download and install RSO package within the R console
Install from CRAN:
install.packages("RSO")
Install from Github:
library("remotes")
install_github("cran/RSO") Install by package version:
library("remotes")
install_version("RSO", "1.0.0") Attach the package and use:
library("RSO")
Maintained by
Murat Genc
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-06
Latest Update: 2026-07-06
Description:
Implements the Ridge Selection Operator (RSO) for variable selection in linear regression as proposed by Wu (2021) <doi:10.1080/00401706.2020.1791254>. The RSO method extends classical ridge regression by using individually penalized ridge parameters, inducing sparsity through reciprocal penalty parameters. This package provides a fast C++ implementation ('RSOFast') using 'Armadillo' linear algebra routines. The fast implementation precomputes matrix products, uses Cholesky factorization with primal/dual switching, and performs golden-section search for coordinate optimization.
How to cite:
Murat Genc (2026). RSO: Ridge Selection Operator for Sparse Linear Regression. R package version 1.0.0, https://cran.r-project.org/web/packages/RSO. Accessed 28 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited RSO R package
View RSO citation profile
Other R packages that RSO depends,
imports, suggests or enhances
Complete documentation for RSO
Functions, R codes and Examples using
the RSO R package
Full RSO package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
shinyFeedback
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Andy Merlino (view profile)
mxnorm
Implements methods to normalize multiplexed imaging data, including
statistical metrics and visuali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Coleman Harris (view profile)
NPflow
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions
modeling orie ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Boris P Hejblum (view profile)
survivalMPLdc
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jing Xu (view profile)
spatialCovariance
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Clifford (view profile)
28,332
R Packages
239,283
Dependencies
75,113
Author Associations
28,333
Publication Badges
