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. Accessed 07 Nov. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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