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fastglm

Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen'

v0.0.4 · Dec 16, 2025 · GPL (>= 2)

Description

Fits generalized linear models efficiently using 'RcppEigen'. The iteratively reweighted least squares implementation utilizes the step-halving approach of Marschner (2011) <doi:10.32614/RJ-2011-012> to help safeguard against convergence issues.

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CRAN Check Status

2 NOTE
12 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is 50.6Mb
  sub-directories of 1Mb or more:
    libs  50.4Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 51.6Mb
  sub-directories of 1Mb or more:
    libs  51.4Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 50.6Mb
  sub-directories of 1Mb or more:
    libs  50.4Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 51.6Mb
  sub-directories of 1Mb or more:
    libs  51.4Mb

Reverse Dependencies (16)

linking_to

Dependency Network

Dependencies Reverse dependencies bigmemory Rcpp DRDID FBMS GWASinlps HTRX SEQTaRget crctStepdown ddecompose did sffdr simstudy swaglm triplediff btergm familiar plsRglm +1 more reverse deps fastglm

Version History

new 0.0.4 Mar 10, 2026
updated 0.0.4 ← 0.0.3 diff Dec 15, 2025
updated 0.0.3 ← 0.0.2 diff May 22, 2022
updated 0.0.2 ← 0.0.1 diff Apr 23, 2022
new 0.0.1 Mar 7, 2019