Package: msgps 1.3.5

Kei Hirose

msgps: Degrees of Freedom of Elastic Net, Adaptive Lasso and Generalized Elastic Net

Computes the degrees of freedom of the lasso, elastic net, generalized elastic net and adaptive lasso based on the generalized path seeking algorithm. The optimal model can be selected by model selection criteria including Mallows' Cp, bias-corrected AIC (AICc), generalized cross validation (GCV) and BIC.

Authors:Kei Hirose

msgps_1.3.5.tar.gz
msgps_1.3.5.tar.gz(r-4.5-noble)msgps_1.3.5.tar.gz(r-4.4-noble)
msgps_1.3.5.tgz(r-4.4-emscripten)msgps_1.3.5.tgz(r-4.3-emscripten)
msgps.pdf |msgps.html✨
msgps/json (API)

# Install 'msgps' in R:
install.packages('msgps', repos = 'https://cloud.r-project.org')
Uses libs:
  • openblas– Optimized BLAS

On CRAN:

Conda:r-msgps-1.3.5(2025-03-25)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblas

2.08 score 4 packages 325 downloads 1 mentions 13 exports 0 dependencies

Last updated 2 years agofrom:5f96b42596. Checks:3 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 31 2025
R-4.5-linux-x86_64OKMar 31 2025
R-4.4-linux-x86_64OKMar 31 2025

Exports:aicc.dfgpsbic.dfgpscoef.dfgpscoef.msgpscoefmat.dfgpscp.dfgpsdfgpsgcv.dfgpsmsgpsplot.msgpspredict.msgpsprint.msgpssummary.msgps

Dependencies:

Citation

To cite package ‘msgps’ in publications use:

Hirose K (2022). msgps: Degrees of Freedom of Elastic Net, Adaptive Lasso and Generalized Elastic Net. R package version 1.3.5, https://CRAN.R-project.org/package=msgps.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {msgps: Degrees of Freedom of Elastic Net, Adaptive Lasso
      and Generalized Elastic Net},
    author = {Kei Hirose},
    year = {2022},
    note = {R package version 1.3.5},
    url = {https://CRAN.R-project.org/package=msgps},
  }

Readme and manuals

Help Manual

Help pageTopics
msgps (Degrees of Freedom of Elastic Net, Adaptive Lasso and Generalized Elastic Net)aicc.dfgps bic.dfgps cp.dfgps dfgps gcv.dfgps msgps print.msgps
plot the solution path from a "msgps" object.plot.df plot.msgps
make predictions from a "msgps" object.coef.dfgps coef.msgps coef.step.dfgps coefmat.dfgps predict.msgps
A summary of "msgps" object..summary.msgps