To cite shapr version >= 1.0.0 in publications, please use Jullum et al. (2025). To cite shapr <= 0.2.3, please use Sellereite & Jullum (2019)

Martin Jullum, Lars Henry Berge Olsen, Jon Lachmann, Annabelle Redelmeier (2025). “shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python.” arXiv preprint arXiv:2504.01842.

Sellereite N. & Jullum M. (2019). “shapr: An R-package for explaining machine learning models with dependence-aware Shapley values.” Journal of Open Source Software, 5(46), 2027. doi:10.21105/joss.02027.

Corresponding BibTeX entries:

  @Article{,
    title = {shapr: Explaining Machine Learning Models with Conditional
      Shapley Values in R and Python},
    author = {{Martin Jullum, Lars Henry Berge Olsen, Jon Lachmann,
      Annabelle Redelmeier}},
    journal = {arXiv preprint arXiv:2504.01842},
    year = {2025},
  }

  @Article{,
    title = {shapr: An R-package for explaining machine learning models
      with dependence-aware Shapley values},
    author = {{Sellereite N. & Jullum M.}},
    journal = {Journal of Open Source Software},
    year = {2019},
    volume = {5},
    number = {46},
    pages = {2027},
    doi = {10.21105/joss.02027},
  }