Package: bootPLS
Version: 1.2.0
Date: 2026-06-07
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] (ORCID:
    <https://orcid.org/0000-0002-0837-8281>),
  Jeremy Magnanensi [aut],
  Myriam Maumy-Bertrand [aut] (ORCID:
    <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: 7.3.3
URL: https://fbertran.github.io/bootPLS/,
        https://github.com/fbertran/bootPLS
BugReports: https://github.com/fbertran/bootPLS/issues
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-06-08 16:29:42 UTC; bertran7
Repository: CRAN
Date/Publication: 2026-06-08 17:10:07 UTC
Built: R 4.5.2; ; 2026-06-08 18:07:06 UTC; unix
