Other packages > Find by keyword >

LqG  

Robust Group Variable Screening Based on Maximum Lq-Likelihood Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LqG", "0.1.0")



Attach the package and use:
library("LqG")
Maintained by
Rong Li
[Scholar Profile | Author Map]
First Published: 2022-04-27
Latest Update: 2022-04-27
Description:
Produces a group screening procedure that is based on maximum Lq-likelihood estimation, to simultaneously account for the group structure and data contamination in variable screening. The methods are described in Li, Y., Li, R., Qin, Y., Lin, C., & Yang, Y. (2021) Robust Group Variable Screening Based on Maximum Lq-likelihood Estimation. Statistics in Medicine, 40:6818-6834..
How to cite:
Rong Li (2022). LqG: Robust Group Variable Screening Based on Maximum Lq-Likelihood Estimation. R package version 0.1.0, https://cran.r-project.org/web/packages/LqG. Accessed 04 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited LqG R package
View LqG citation profile
Other R packages that LqG depends, imports, suggests or enhances
Complete documentation for LqG
Functions, R codes and Examples using the LqG R package
Some associated functions: LqG_SimuData . MLqE.est . grsc.MLqE . grsc.marg.MLqE . 
Some associated R codes: LqG.R .  Full LqG package functions and examples
Downloads during the last 30 days
04/0404/0504/0604/0704/0804/0904/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/03Downloads for LqG024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

appler  
'Apple App Store' and 'iTunes' Data Extraction
Using 'Apple App Store' web scraping and 'iTunes' API ...
Download / Learn more Package Citations See dependency  
dipw  
Debiased Inverse Propensity Score Weighting
Estimation of the average treatment effect when controlling for high-dimensional confounders using ...
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  
aos  
Animate on Scroll Library for 'shiny'
Trigger animation effects on scroll on any HTML element of 'shiny' and 'rmarkdown', such as any tex ...
Download / Learn more Package Citations See dependency  
tidyRSS  
Tidy RSS for R
With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom ...
Download / Learn more Package Citations See dependency  
kutils  
Project Management Tools
Tools for data importation, recoding, and inspection. There are functions to create new project fo ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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