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]
All associated links for this package
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 07 Aug. 2026.
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

Today's Hot Picks in Authors and Packages

enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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