Other packages > Find by keyword >

WLogit  

Variable Selection in High-Dimensional Logistic Regression Models using a Whitening Approach
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("WLogit", "2.1")



Attach the package and use:
library("WLogit")
Maintained by
Wencan Zhu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-07-02
Latest Update: 2023-07-17
Description:
It proposes a novel variable selection approach in classification problem that takes into account the correlations that may exist between the predictors of the design matrix in a high-dimensional logistic model. Our approach consists in rewriting the initial high-dimensional logistic model to remove the correlation between the predictors and in applying the generalized Lasso criterion.
How to cite:
Wencan Zhu (2022). WLogit: Variable Selection in High-Dimensional Logistic Regression Models using a Whitening Approach. R package version 2.1, https://cran.r-project.org/web/packages/WLogit
Previous versions and publish date:
1.0 (2022-07-02 14:20), 2.0 (2023-06-08 02:02)
Other packages that cited WLogit R package
View WLogit citation profile
Other R packages that WLogit depends, imports, suggests or enhances
Functions, R codes and Examples using the WLogit R package
Full WLogit package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

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  
AsynchLong  
Regression Analysis of Sparse Asynchronous Longitudinal Data
Estimation of regression models for sparse asynchronous longitudinal observations, where time-depen ...
Download / Learn more Package Citations See dependency  
phylopath  
Perform Phylogenetic Path Analysis
A comprehensive and easy to use R implementation of confirmatory phylogenetic path analysis as desc ...
Download / Learn more Package Citations See dependency  
varEst  
Variance Estimation
Error variance estimation in ultrahigh dimensional datasets with four different methods, viz. Refitt ...
Download / Learn more Package Citations See dependency  
SE.EQ  
SE-Test for Equivalence
Implements the SE-test for equivalence according to Hoffelder et al. (2015) ...
Download / Learn more Package Citations See dependency  
gren  
Adaptive Group-Regularized Logistic Elastic Net Regression
Allows the user to incorporate multiple sources of co-data (e.g., previously obtained p-values, pu ...
Download / Learn more Package Citations See dependency  

22,799

R Packages

195,128

Dependencies

63,620

Author Associations

22,800

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns