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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", "1.1.1")



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 1.1.1, https://cran.r-project.org/web/packages/spareg. Accessed 27 Jun. 2026.
Previous versions and publish date:
1.0.0 (2025-05-06 10:40), 1.1.0 (2025-07-18 17:20)
Other packages that cited spareg R package
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Complete documentation for spareg
Functions, R codes and Examples using the spareg R package
Full spareg package functions and examples
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