sparsegl: Sparse Group Lasso

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.

Version:	1.0.2
Depends:	R (≥ 3.5)
Imports:	cli, dotCall64, ggplot2, magrittr, Matrix, methods, rlang, RSpectra, tidyr
Suggests:	dplyr, gglasso, glmnet, knitr, markdown, rmarkdown, splines, testthat (≥ 3.0.0)
Published:	2023-09-25
Author:	Daniel J. McDonald [aut, cre], Xiaoxuan Liang [aut], Anibal Solón Heinsfeld [aut], Aaron Cohen [aut], Yi Yang [ctb], Hui Zou [ctb], Jerome Friedman [ctb], Trevor Hastie [ctb], Rob Tibshirani [ctb], Balasubramanian Narasimhan [ctb], Kenneth Tay [ctb], Noah Simon [ctb], Junyang Qian [ctb], James Yang [ctb]
Maintainer:	Daniel J. McDonald <daniel at stat.ubc.ca>
BugReports:	https://github.com/dajmcdon/sparsegl/issues/
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://github.com/dajmcdon/sparsegl/, https://dajmcdon.github.io/sparsegl/
NeedsCompilation:	yes
Materials:	README NEWS
CRAN checks:	sparsegl results

Documentation:

Reference manual:	sparsegl.pdf
Vignettes:	Getting started with sparsegl

Downloads:

Package source:	sparsegl_1.0.2.tar.gz
Windows binaries:	r-devel: sparsegl_1.0.2.zip, r-release: sparsegl_1.0.2.zip, r-oldrel: sparsegl_1.0.2.zip
macOS binaries:	r-release (arm64): sparsegl_1.0.2.tgz, r-oldrel (arm64): sparsegl_1.0.2.tgz, r-release (x86_64): sparsegl_1.0.2.tgz, r-oldrel (x86_64): sparsegl_1.0.2.tgz
Old sources:	sparsegl archive

Reverse dependencies:

Reverse depends:

absorber

Linking:

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