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SplitGLM

Split Generalized Linear Models

v1.0.6 · Mar 30, 2025 · GPL (>= 2)

Description

Functions to compute split generalized linear models. The approach fits generalized linear models that split the covariates into groups. The optimal split of the variables into groups and the regularized estimation of the coefficients are performed by minimizing an objective function that encourages sparsity within each group and diversity among them. Example applications can be found in Christidis et al. (2021) <doi:10.48550/arXiv.2102.08591>.

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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
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r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
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NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.2Mb
  sub-directories of 1Mb or more:
    libs   5.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.3Mb
  sub-directories of 1Mb or more:
    libs   5.2Mb

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  5.2Mb
  sub-directories of 1Mb or more:
    libs   5.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.3Mb
  sub-directories of 1Mb or more:
    libs   5.2Mb

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies Rcpp stepSplitReg SplitGLM

Version History

new 1.0.6 Mar 10, 2026
updated 1.0.6 ← 1.0.5 diff Mar 29, 2025
updated 1.0.5 ← 1.0.4 diff Nov 21, 2022
updated 1.0.4 ← 1.0.3 diff Jun 1, 2022
updated 1.0.3 ← 1.0.2 diff May 14, 2022
updated 1.0.2 ← 1.0.1 diff Feb 26, 2021
updated 1.0.1 ← 1.0.0 diff Feb 11, 2021
new 1.0.0 Feb 8, 2021