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]
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. Accessed 17 Feb. 2025.
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
Complete documentation for WLogit
Functions, R codes and Examples using the WLogit R package
Full WLogit package functions and examples
Downloads during the last 30 days
01/1801/1901/2001/2101/2201/2301/2401/2501/2601/2701/2801/2901/3001/3102/0102/0302/0402/0502/0602/0702/0802/0902/1002/1102/1202/1302/1402/16Downloads for WLogit024681012141618202224TrendBars
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mcmcse  
Monte Carlo Standard Errors for MCMC
Provides tools for computing Monte Carlo standard errors (MCSE) in Markov chain Monte Carlo (MCMC) ...
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  
vrtest  
Variance Ratio Tests and Other Tests for Martingale Difference Hypothesis
Acollection of statistical tests for martingale difference hypothesis, including automatic portmante ...
Download / Learn more Package Citations See dependency  
officedown  
Enhanced 'R Markdown' Format for 'Word' and 'PowerPoint'
Allows production of 'Microsoft' corporate documents from 'R Markdown' by reusing formatting define ...
Download / Learn more Package Citations See dependency  
RecordTest  
Inference Tools in Time Series Based on Record Statistics
Statistical tools based on the probabilistic properties of the record occurrence in a sequence of i ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

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