Authors and Citation

Authors

• Frederic Bertrand. Maintainer, author.

• Jeremy Magnanensi. Author.

• Myriam Maumy-Bertrand. Author.

Citation

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.

@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},
}

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.

@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},
}

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.

@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},
}

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.

@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},
}