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To cite the plsRcox package in publications use:
Bertrand F, Maumy-Bertrand M (2025). Bootstrap Hyperparameter Selection for PLS Models and Extensions. doi:10.32614/CRAN.package.bootPLS, R package version 1.1.0, https://github.com/fbertran/bootPLS.
Magnanensi J, Maumy-Bertrand M, Meyer N, Bertrand F (2016). “A new bootstrap-based stopping criterion in PLS component construction.” The Multiple Facets of Partial Least Squares and Related Methods.
Magnanensi J, Maumy-Bertrand M, Meyer N, Bertrand F (2017). “A new universal resample-stable bootstrap-based stopping criterion for PLS component construction.” Statistics and Computing.
Magnanensi J, Maumy-Bertrand M, Meyer N, Bertrand F (2021). “New developments in Sparse PLS regression.” Frontiers in Applied Mathematics and Statistics.
Corresponding BibTeX entries:
@Manual{,
title = {Bootstrap Hyperparameter Selection for PLS Models and
Extensions},
author = {Frederic Bertrand and Myriam Maumy-Bertrand},
year = {2025},
note = {R package version 1.1.0},
url = {https://github.com/fbertran/bootPLS},
doi = {10.32614/CRAN.package.bootPLS},
}
@Article{,
title = {A new bootstrap-based stopping criterion in PLS component
construction},
author = {J. Magnanensi and M. Maumy-Bertrand and N. Meyer and F.
Bertrand},
year = {2016},
journal = {The Multiple Facets of Partial Least Squares and Related
Methods},
}
@Article{,
title = {A new universal resample-stable bootstrap-based stopping
criterion for PLS component construction},
author = {J. Magnanensi and M. Maumy-Bertrand and N. Meyer and F.
Bertrand},
year = {2017},
journal = {Statistics and Computing},
}
@Article{,
title = {New developments in Sparse PLS regression},
author = {J. Magnanensi and M. Maumy-Bertrand and N. Meyer and F.
Bertrand},
year = {2021},
journal = {Frontiers in Applied Mathematics and Statistics},
}
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.