Other packages > Find by keyword >

spareg  

Sparse Projected Averaged Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("spareg", "1.2.0")



Attach the package and use:
library("spareg")
Maintained by
Laura Vana-Gür
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-06
Latest Update: 2025-07-18
Description:
A flexible framework combining variable screening and random projection techniques for fitting ensembles of predictive generalized linear models to high-dimensional data. Designed for extensibility, the package implements key techniques as S3 classes with user-friendly constructors, enabling easy integration and development of new procedures for high-dimensional applications. For more details see Parzer et al (2024a) <doi:10.48550/arXiv.2312.00130> and Parzer et al (2024b) <doi:10.48550/arXiv.2410.00971>.
How to cite:
Laura Vana-Gür (2025). spareg: Sparse Projected Averaged Regression. R package version 1.2.0, https://cran.r-project.org/web/packages/spareg. Accessed 12 Oct. 2026.
Previous versions and publish date:
(2026-09-25 18:50), 1.0.0 (2025-05-06 10:40), 1.1.0 (2025-07-18 17:20), 1.1.1 (2025-08-19 10:30)
Other packages that cited spareg R package
View spareg citation profile
Other R packages that spareg depends, imports, suggests or enhances
Complete documentation for spareg
Functions, R codes and Examples using the spareg R package
Full spareg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SLEMI  
Statistical Learning Based Estimation of Mutual Information
The implementation of the algorithm for estimation of mutual information and channel capacity from e ...
Download / Learn more Package Citations See dependency  
gwavr  
Get Water Attributes Visually in R
Provides methods to Get Water Attributes Visually in R ('gwavr'). This allows the user to point and ...
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  
cglasso  
Conditional Graphical LASSO for Gaussian Graphical Models with Censored and Missing Values
Conditional graphical lasso estimator is an extension of the graphical lasso proposed to estimate th ...
Download / Learn more Package Citations See dependency  
ggparliament  
Parliament Plots
Simple parliament plots using 'ggplot2'. Visualize election results as points in the architectural l ...
Download / Learn more Package Citations See dependency  

29,000

R Packages

247,686

Dependencies

76,729

Author Associations

29,001

Publication Badges

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