Package: bolasso 0.2.0

bolasso: Model Consistent Lasso Estimation Through the Bootstrap

Implements the bolasso algorithm for consistent variable selection and estimation accuracy. Includes support for many parallel backends via the future package. For details see: Bach (2008), 'Bolasso: model consistent Lasso estimation through the bootstrap', <arxiv:0804.1302>.

Authors:Daniel Molitor [aut, cre]

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bolasso.pdf |bolasso.html✨
bolasso/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/dmolitor/bolasso/issues

On CRAN:

bolassobootstraplassovariable-selection

3.48 score 3 stars 7 scripts 229 downloads 1 mentions 2 exports 46 dependencies

Last updated 4 months agofrom:6c1c72bf80. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 13 2024
R-4.5-winNOTENov 13 2024
R-4.5-linuxNOTENov 13 2024
R-4.4-winOKNov 13 2024
R-4.4-macOKNov 13 2024
R-4.3-winOKNov 13 2024
R-4.3-macOKNov 13 2024

Exports:bolassoselected_vars

Dependencies:clicodetoolscolorspacedigestfansifarverforeachfuturefuture.applygamlrggplot2glmnetglobalsgluegtableisobanditeratorslabelinglatticelifecyclelistenvmagrittrMASSMatrixmgcvmunsellnlmeparallellypillarpkgconfigprogressrR6rbibutilsRColorBrewerRcppRcppEigenRdpackrlangscalesshapesurvivaltibbleutf8vctrsviridisLitewithr