Package: bootPLS
Version: 1.1.0
Date: 2025-09-12
Depends: R (>= 3.5.0)
biocViews:
Imports: boot, doParallel, foreach, plsRglm, pls, spls, bipartite,
        mvtnorm
Enhances:
Suggests: knitr, markdown, plsdof, prettydoc, rmarkdown, testthat (>=
        3.0.0), withr
Title: Bootstrap Hyperparameter Selection for PLS Models and Extensions
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 = "Jeremy", family= "Magnanensi", role = c("aut"), email = "jeremy.magnanensi@gmail.com"),
	person(given = "Myriam", family= "Maumy-Bertrand", role = c("aut"), email = "myriam.maumy@ehesp.fr", comment = c(ORCID = "0000-0002-4615-1512")))
Author: Frederic Bertrand [cre, aut]
        (<https://orcid.org/0000-0002-0837-8281>), Jeremy Magnanensi
        [aut], Myriam Maumy-Bertrand [aut]
        (<https://orcid.org/0000-0002-4615-1512>)
Maintainer: Frederic Bertrand <frederic.bertrand@lecnam.net>
Description: Several implementations of non-parametric stable
        bootstrap-based techniques to determine the numbers of
        components for Partial Least Squares linear or generalized
        linear regression models as well as and sparse Partial Least
        Squares linear or generalized linear regression models. The
        package collects techniques that were published in a book
        chapter (Magnanensi et al. 2016, 'The Multiple Facets of
        Partial Least Squares and Related Methods',
        <doi:10.1007/978-3-319-40643-5_18>) and two articles
        (Magnanensi et al. 2017, 'Statistics and Computing',
        <doi:10.1007/s11222-016-9651-4>) and (Magnanensi et al. 2021,
        'Frontiers in Applied Mathematics and Statistics',
        <doi:10.3389/fams.2021.693126>).
License: GPL-3
Encoding: UTF-8
Classification/MSC: 62N01, 62N02, 62N03, 62N99
LazyData: true
VignetteBuilder: knitr
RoxygenNote: 7.3.2
URL: https://fbertran.github.io/bootPLS/,
        https://github.com/fbertran/bootPLS/
BugReports: https://github.com/fbertran/bootPLS/issues/
Config/testthat/edition: 3
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libxml2-dev
Repository: https://fbertran.r-universe.dev
Date/Publication: 2025-09-24 09:55:33 UTC
RemoteUrl: https://github.com/fbertran/bootpls
RemoteRef: HEAD
RemoteSha: 525b0e3efcc88227d8b5bc2f6d2b2186a670a1d1
NeedsCompilation: no
Packaged: 2026-06-04 17:18:11 UTC; root