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
hrqglas
View on CRAN: Click
here
Download and install hrqglas package within the R console
Install from CRAN:
install.packages("hrqglas")
Install from Github:
library("remotes")
install_github("cran/hrqglas") Install by package version:
library("remotes")
install_version("hrqglas", "1.1.2") Attach the package and use:
library("hrqglas")
Maintained by
Shaobo Li
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-23
Latest Update: 2025-06-12
Description:
A program that conducts group variable selection for quantile and robust mean
regression (Sherwood and Li, 2022). The group lasso penalty (Yuan and Lin, 2006) is used for
group-wise variable selection. Both of the quantile and mean regression models are based on the Huber loss.
Specifically, with the tuning parameter in the Huber loss approaching to 0, the quantile check
function can be approximated by the Huber loss for the median and the tilted version of
Huber loss at other quantiles. Such approximation provides computational efficiency and stability, and
has also been shown to be statistical consistent.
How to cite:
Shaobo Li (2021). hrqglas: Group Variable Selection for Quantile and Robust Mean Regression. R package version 1.1.2, https://cran.r-project.org/web/packages/hrqglas. Accessed 29 Sep. 2026.
Previous versions and publish date:
Other packages that cited hrqglas R package
View hrqglas citation profile
Other R packages that hrqglas depends,
imports, suggests or enhances
Complete documentation for hrqglas
Functions, R codes and Examples using
the hrqglas R package
Some associated functions: coef.cv.hrq_glasso . coef.hrq_glasso . cv.hrq_glasso . hrq_glasso . plot.cv.hrq_glasso . predict.cv.hrq_glasso . predict.hrq_glasso .
Some associated R codes: cores.R . hrq_glasso.R . hrq_glasso_coef.R . hrq_glasso_cv.R . hrq_glasso_cv_plot.R . hrq_glasso_predict.R . utils.R . Full hrqglas 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)
FRESA.CAD
Contains a set of utilities for building and testing statistical models (linear, logistic,ordinal or ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jose Gerardo Tamez-Pena (view profile)
uniswappeR
Routines to interact with the Uniswap trading platform and its API < ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Eric Hare (view profile)
PMCMRplus
For one-way layout experiments the one-way ANOVA can
be performed as an omnibus test. All-pairs mul ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Thorsten Pohlert (view profile)
miniMeta
Shiny web application to run meta-analyses.
Essentially a graphical front-end to package 'meta' for ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Theodore Lytras (view profile)
CopSens
Implements the copula-based sensitivity analysis method,
as discussed in Copula-based Sensitivity A ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jiajing Zheng (view profile)
28,833
R Packages
247,686
Dependencies
76,198
Author Associations
28,834
Publication Badges
