To cite the plsRcox package in publications use:
Frédéric Bertrand and Myriam Maumy-Bertrand (2025). Bootstrap Hyperparameter Selection for PLS Models and Extensions, R package version 1.1.0.<doi:10.32614/CRAN.package.bootPLS>.
J. Magnanensi, M. Maumy-Bertrand, N. Meyer and F. Bertrand (2016). A new bootstrap-based stopping criterion in PLS component construction The Multiple Facets of Partial Least Squares and Related Methods.<doi:10.1007/978-3-319-40643-5_18>.
J. Magnanensi, M. Maumy-Bertrand, F. Bertrand and N. Meyer (2017). A new universal resample-stable bootstrap-based stopping criterion for PLS component construction Statistics and Computing, , 27, 757–774.<doi:10.1007/s11222-016-9651-4>.
J. Magnanensi, M. Maumy-Bertrand, N. Meyer and F. Bertrand (2021). New developments in Sparse PLS regression, Frontiers in Applied Mathematics and Statistics.<doi:10.3389/fams.2021.693126>.
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},
}