glm4

Fitting Generalized Linear Models Using Sparse Matrices

v0.1.0 · Apr 16, 2026 · GPL (>= 2)

Description

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.

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CRAN Check Status

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	60.6s
r-devel-linux-x86_64-debian-gcc	OK	46s
r-devel-linux-x86_64-fedora-clang	OK	89.1s
r-devel-linux-x86_64-fedora-gcc	OK	145.2s
r-devel-windows-x86_64	OK	94s
r-oldrel-macos-arm64	OK	23s
r-oldrel-macos-x86_64	OK	116s
r-oldrel-windows-x86_64	OK	108s
r-patched-linux-x86_64	OK	57.4s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	23s
r-release-macos-x86_64	OK	83s
r-release-windows-x86_64	OK	93s

Check History

OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026

ERROR 5 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE Apr 18, 2026

ERROR r-oldrel-macos-x86_64

examples

Running examples in ‘glm4-Ex.R’ failed
The error most likely occurred in:

> ### Name: influence.glm4
> ### Title: Regression Diagnostics
> ### Aliases: influence.glm4
> ### Keywords: internal
> 
> ### ** Examples
> 
> ## Analysis of the life-cycle s
...[truncated]...
= chr [1:50] "Australia" "Austria" "Belgium" "Bolivia" ...
> 
> qRes <- qr(lm.SR) # == lm.SR $ qr
> qrI <- qr.influence(qRes, residuals(lm.SR))
Error in qr.influence(qRes, residuals(lm.SR)) : 
  could not find function "qr.influence"
Execution halted

ERROR r-oldrel-windows-x86_64

examples

Running examples in 'glm4-Ex.R' failed
The error most likely occurred in:

> ### Name: influence.glm4
> ### Title: Regression Diagnostics
> ### Aliases: influence.glm4
> ### Keywords: internal
> 
> ### ** Examples
> 
> ## Analysis of the life-cycle s
...[truncated]...
= chr [1:50] "Australia" "Austria" "Belgium" "Bolivia" ...
> 
> qRes <- qr(lm.SR) # == lm.SR $ qr
> qrI <- qr.influence(qRes, residuals(lm.SR))
Error in qr.influence(qRes, residuals(lm.SR)) : 
  could not find function "qr.influence"
Execution halted

OK 3 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 17, 2026

Dependency Network

Version History

1 tracked

new 0.1.0 Apr 16, 2026