To cite the bigPLSR package in publications use:

Frederic Bertrand and Myriam Maumy (2025). Partial Least Squares Regression Models with Big Matrices, R package version 0.7.2.

Maumy, M. and Bertrand, F. (2023). PLS models and their extension for big data. Conference presentation at the Joint Statistical Meetings (JSM 2023), Toronto, Ontario, Canada, Aug 5–10, 2023.

Maumy, M. and Bertrand, F. (2023). bigPLS: Fitting and cross-validating PLS-based Cox models to censored big data. Poster at BioC2023: The Bioconductor Annual Conference, Dana-Farber Cancer Institute, Boston, MA, USA, Aug 2–4, 2023.<doi:10.7490/f1000research.1119546.1>.

Corresponding BibTeX entries:

  @Manual{,
    title = {Partial Least Squares Regression Models with Big
      Matrices},
    author = {Frederic Bertrand and Myriam Maumy},
    publisher = {manual},
    year = {2025},
    note = {R package version 0.7.2},
    url = {https://fbertran.github.io/bigPLSR/},
  }

  @Misc{,
    title = {PLS models and their extension for big data},
    author = {Myriam Maumy and Frédéric Bertrand},
    year = {2023},
    howpublished = {Conference presentation at the Joint Statistical
      Meetings (JSM 2023)},
    address = {Toronto, Ontario, Canada},
    note = {Aug 5–10, 2023},
  }

  @Misc{,
    title = {bigPLS: Fitting and cross-validating PLS-based Cox models
      to censored big data},
    author = {Myriam Maumy and Frédéric Bertrand},
    year = {2023},
    howpublished = {Conference presentation at BioC2023: The
      Bioconductor Annual Conference},
    address = {Dana-Farber Cancer Institute, Boston, MA, USA},
    note = {Aug 2–4, 2023},
    doi = {10.7490/f1000research.1119546.1},
    url = {https://doi.org/10.7490/f1000research.1119546.1},
  }