Package: SplitGLM 1.0.5

SplitGLM: Split Generalized Linear Models

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) <arxiv:2102.08591>.

Authors:Anthony Christidis [aut, cre], Stefan Van Aelst [aut], Ruben Zamar [aut]

SplitGLM_1.0.5.tar.gz
SplitGLM_1.0.5.zip(r-4.5)SplitGLM_1.0.5.zip(r-4.4)SplitGLM_1.0.5.zip(r-4.3)
SplitGLM_1.0.5.tgz(r-4.5-x86_64)SplitGLM_1.0.5.tgz(r-4.5-arm64)SplitGLM_1.0.5.tgz(r-4.4-x86_64)SplitGLM_1.0.5.tgz(r-4.4-arm64)SplitGLM_1.0.5.tgz(r-4.3-x86_64)SplitGLM_1.0.5.tgz(r-4.3-arm64)
SplitGLM_1.0.5.tar.gz(r-4.5-noble)SplitGLM_1.0.5.tar.gz(r-4.4-noble)
SplitGLM_1.0.5.tgz(r-4.4-emscripten)SplitGLM_1.0.5.tgz(r-4.3-emscripten)
SplitGLM.pdf |SplitGLM.html
SplitGLM/json (API)
NEWS

# Install 'SplitGLM' in R:
install.packages('SplitGLM', repos = c('https://anthonychristidis.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/anthonychristidis/splitglm/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

cppopenmp

3.18 score 1 packages 2 scripts 229 downloads 2 exports 2 dependencies

Last updated 5 months agofrom:b2fd48fcb1. Checks:8 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 30 2025
R-4.5-win-x86_64NOTEJan 30 2025
R-4.5-mac-x86_64OKJan 30 2025
R-4.5-mac-aarch64OKJan 30 2025
R-4.5-linux-x86_64OKJan 30 2025
R-4.4-win-x86_64NOTEJan 30 2025
R-4.4-mac-x86_64OKJan 30 2025
R-4.4-mac-aarch64OKJan 30 2025
R-4.3-win-x86_64NOTEJan 30 2025
R-4.3-mac-x86_64OKJan 30 2025
R-4.3-mac-aarch64OKDec 31 2024

Exports:cv.SplitGLMSplitGLM

Dependencies:RcppRcppArmadillo