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To cite the SelectBoost.beta package in publications use:

Bertrand F (2025). Stability-Selection via Correlated Resampling for Beta-Regression Models. R package version 0.4.5.

Bertrand F, Maumy M (2023). “Improving variable selection in Beta regression models using correlated resampling.” In Joint Statistical Meetings 2023.

Bertrand F, Maumy M (2023). “SelectBoost4Beta: Improving variable selection in Beta regression models.” In BioC2023.

Corresponding BibTeX entries: 

  @Manual{,
    title = {Stability-Selection via Correlated Resampling for
      Beta-Regression Models},
    author = {Frederic Bertrand},
    year = {2025},
    note = {R package version 0.4.5},
  }

  @InProceedings{,
    title = {Improving variable selection in Beta regression models
      using correlated resampling},
    author = {Frédéric Bertrand and Myriam Maumy},
    year = {2023},
    booktitle = {Joint Statistical Meetings 2023},
    address = {Toronto, Canada},
    keywords = {generalized linear models linear models resampling
      simulation variable selection},
  }

  @InProceedings{,
    title = {SelectBoost4Beta: Improving variable selection in Beta
      regression models},
    author = {Frédéric Bertrand and Myriam Maumy},
    year = {2023},
    booktitle = {BioC2023},
    address = {Boston, MA, USA},
  }

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.