Skip to content

gamsel

Fit Regularization Path for Generalized Additive Models

v1.8-5 · Sep 24, 2024 · GPL-2

Description

Using overlap grouped-lasso penalties, 'gamsel' selects whether a term in a 'gam' is nonzero, linear, or a non-linear spline (up to a specified max df per variable). It fits the entire regularization path on a grid of values for the overall penalty lambda, both for gaussian and binomial families. See <doi:10.48550/arXiv.1506.03850> for more details.

Downloads

CRAN

390

Last 30 days

10443rd

912

Last 90 days

4K

Last year

Trend: +76.5% (30d vs prior 30d)

r2u

40

Last 30 days

120

Last 90 days

463

Last year

Trend: -21.6% (30d vs prior 30d)

r2u: no daily series yet

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
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-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
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 History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

PDF version of manual

Rd conversion errors:
Converting parsed Rd's to LaTeX Warning in file(out, "wt") :
  cannot open file '/tmp/Rtmp3W0IsX/file115aa163fc5d26': No space left on device
Warning in file(con, "r") :
  cannot open file '/tmp/Rtmp3W0IsX/file115aa163fc5d26': No such file or directory
Error in file(con, "r") : cannot open the connection
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies foreach mda gamsel

Version History

8 tracked
new 1.8-5 Mar 10, 2026
updated 1.8-5 ← 1.8-4 diff Sep 23, 2024
updated 1.8-4 ← 1.8-3 diff Jul 18, 2024
updated 1.8-3 ← 1.8-2 diff Jun 25, 2024
updated 1.8-2 ← 1.8-1 diff Feb 3, 2022
updated 1.8-1 ← 1.8-0 diff Mar 31, 2018
updated 1.8-0 ← 1.7-3 diff Jul 27, 2017
new 1.7-3 Jun 18, 2015