Package: SelectBoost
Type: Package
Title: A General Algorithm to Enhance the Performance of Variable
        Selection Methods in Correlated Datasets
Version: 2.3.0
Date: 2025-09-10
Depends: R (>= 3.5)
biocViews:
Imports: lars, glmnet, igraph, parallel, msgps, Rfast, methods,
        Cascade, graphics, grDevices, varbvs, spls, abind
Suggests: knitr, markdown, rmarkdown, mixOmics, CascadeData, testthat
        (>= 3.0.0)
Authors@R: c(
	person(given = "Frederic", family= "Bertrand", role = c("cre", "aut"), email = "frederic.bertrand@lecnam.net", comment = c(ORCID = "0000-0002-0837-8281")),
	person(given = "Myriam", family= "Maumy-Bertrand", role = c("aut"), email = "myriam.maumy@ehesp.fr", comment = c(ORCID = "0000-0002-4615-1512")),
	person(given = "Ismail", family= "Aouadi", role = c("ctb"), email = "i.aouadi@unistra.fr"),
	person(given = "Nicolas", family= "Jung", role = c("ctb"), email = "nicolas.jung@unistra.fr"))
Author: Frederic Bertrand [cre, aut]
        (<https://orcid.org/0000-0002-0837-8281>), Myriam
        Maumy-Bertrand [aut] (<https://orcid.org/0000-0002-4615-1512>),
        Ismail Aouadi [ctb], Nicolas Jung [ctb]
Maintainer: Frederic Bertrand <frederic.bertrand@lecnam.net>
Description: An implementation of the selectboost algorithm (Bertrand
        et al. 2020, 'Bioinformatics',
        <doi:10.1093/bioinformatics/btaa855>), which is a general
        algorithm that improves the precision of any existing variable
        selection method. This algorithm is based on highly intensive
        simulations and takes into account the correlation structure of
        the data. It can either produce a confidence index for variable
        selection or it can be used in an experimental design planning
        perspective.
License: GPL-3
Encoding: UTF-8
Classification/MSC: 62H11, 62J12, 62J99
LazyData: true
VignetteBuilder: knitr
RoxygenNote: 7.3.2
URL: https://fbertran.github.io/SelectBoost/,
        https://github.com/fbertran/SelectBoost/
BugReports: https://github.com/fbertran/SelectBoost/issues/
Config/testthat/edition: 3
Config/pak/sysreqs: libglpk-dev make libmagick++-dev gsfonts texlive
        libjpeg-dev libpng-dev libxml2-dev libssl-dev
Repository: https://fbertran.r-universe.dev
Date/Publication: 2025-09-24 09:55:09 UTC
RemoteUrl: https://github.com/fbertran/selectboost
RemoteRef: HEAD
RemoteSha: f6285dc106eb66f09a121ae645bb3f44bd4dc4c8
NeedsCompilation: no
Packaged: 2026-06-22 10:34:48 UTC; root