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sparsegl
View on CRAN: Click
here
Download and install sparsegl package within the R console
Install from CRAN:
install.packages("sparsegl")
Install from Github:
library("remotes")
install_github("cran/sparsegl")
Install by package version:
library("remotes")
install_version("sparsegl", "1.1.1")
Attach the package and use:
library("sparsegl")
Maintained by
Daniel J. McDonald
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.sparsegl . https://github.com/dajmcdon/sparsegl/issues . https://github.com/dajmcdon/sparsegl . https://dajmcdon.github.io/sparsegl/ . sparsegl citation info . sparsegl results . sparsegl.pdf . Getting started with sparsegl . sparsegl_1.1.1.tar.gz . sparsegl_1.1.1.zip . sparsegl_1.1.1.zip . sparsegl_1.1.1.zip . sparsegl_1.1.1.tgz . sparsegl_1.1.1.tgz . sparsegl_1.1.1.tgz . sparsegl_1.1.1.tgz . sparsegl archive . https://CRAN.R-project.org/package=sparsegl .
First Published: 2022-03-07
Latest Update: 2023-09-25
Description:
Efficient implementation of sparse group lasso with optional bound constraints on the coefficients. It supports the use of a sparse design matrix as well as returning coefficient estimates in a sparse matrix. Furthermore, it correctly calculates the degrees of freedom to allow for information criteria rather than cross-validation with very large data. Finally, the interface to compiled code avoids unnecessary copies and allows for the use of long integers.
How to cite:
Daniel J. McDonald (2022). sparsegl: Sparse Group Lasso. R package version 1.1.1, https://cran.r-project.org/web/packages/sparsegl. Accessed 18 Apr. 2025.
Previous versions and publish date:
Other packages that cited sparsegl R package
View sparsegl citation profile
Other R packages that sparsegl depends,
imports, suggests or enhances
Complete documentation for sparsegl
Functions, R codes and Examples using
the sparsegl R package
Some associated functions: coef.cv.sparsegl . coef.sparsegl . cv.sparsegl . estimate_risk . grouped_sp_norm . make_irls_warmup . pipe . plot.cv.sparsegl . plot.sparsegl . predict.cv.sparsegl . predict.sparsegl . sparsegl . trust_experts .
Some associated R codes: calc_gamma.R . cv.R . cv.sparsegl-methods.R . data.R . estimate_risk.R . family.R . glmnet-utilities.R . imports.R . norms.R . plot.cv.sparsegl.R . plot.sparsegl.R . sgl_irwls.R . sgl_logit.R . sgl_ls.R . sparsegl-methods.R . sparsegl.R . utils-pipe.R . Full sparsegl package functions and examples
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