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glm4: Fitting Generalized Linear Models Using Sparse Matrices

Fits Generalised Linear Models (GLMs) with sparse and dense 'Matrix' matrices for memory efficiency. Acts as a wrapper for the glm4() function in the 'MatrixModels' package <doi:10.32614/CRAN.package.MatrixModels>, but adds convenient model methods and functions designed to mimic those associated with the glm() function from the 'stats' package.

Version: 0.1.0
Imports: methods, Matrix, MatrixModels, stats
Suggests: knitr, rmarkdown
Published: 2026-04-16
DOI: 10.32614/CRAN.package.glm4 (may not be active yet)
Author: Angus Hughes ORCID iD [aut, cre, cph]
Maintainer: Angus Hughes <angus-hughes+glm4 at outlook.com>
BugReports: https://github.com/awhug/glm4/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/awhug/glm4/issues
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: glm4 results

Documentation:

Reference manual: glm4.html , glm4.pdf
Vignettes: Fitting a sparse GLM with glm4 (source, R code)

Downloads:

Package source: glm4_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=glm4 to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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