To cite the 'CalibrationCurves' R package in publications, please use:

Van Calster, B., Nieboer, D., Vergouwe, Y., De Cock, B., Pencina, M.J., Steyerberg, E.W. (2016). A calibration hierarchy for risk models was defined: from utopia to empirical data. Journal of Clinical Epidemiology, 74, pp. 167-176.<doi:10.1016/j.jclinepi.2015.12.005>.

De Cock, B., Nieboer, D., Van Calster, B., Steyerberg, E.W., Vergouwe, Y. (2023). The CalibrationCurves package: assessing the agreement between observed outcomes and predictions. R package version 2.0.3,<doi:10.32614/CRAN.package.CalibrationCurves>, available at https://cran.r-project.org/package=CalibrationCurves

De Cock Campo, B. (2023). Towards reliable predictive analytics: a generalized calibration framework. arXiv: 2309.08559, available at https://arxiv.org/abs/2309.08559

Barreñada, L., De Cock Campo, B., Wynants, L., Van Calster, B. (2025). Clustered Flexible Calibration Plots for Binary Outcomes Using Random Effects Modeling. arXiv:2503.08389, available at https://arxiv.org/abs/2503.08389.

Corresponding BibTeX entries:

  @Article{,
    title = {A calibration hierarchy for risk models was defined: from
      utopia to empirical data},
    author = {Ben {Van Calster} and Daan Nieboer and Yvonne Vergouwe
      and Bavo {De Cock} and Michael J. Pencina and Ewout W.
      Steyerberg},
    journal = {Journal of Clinical Epidemiology},
    year = {2016},
    volume = {74},
    pages = {167--176},
    doi = {10.1016/j.jclinepi.2015.12.005},
  }

  @Manual{,
    title = {The CalibrationCurves package: assessing the agreement
      between observed outcomes and predictions.},
    author = {Bavo {De Cock} and Daan Nieboer and Ben {Van Calster} and
      Ewout W. Steyerberg and Yvonne Vergouwe},
    year = {2023},
    note = {R package version 2.0.3},
    doi = {10.32614/CRAN.package.CalibrationCurves},
    url = {https://cran.r-project.org/package=CalibrationCurves},
  }

  @Article{,
    title = {Towards reliable predictive analytics: a generalized
      calibration framework},
    author = {Bavo {De Cock Campo}},
    journal = {arXiv},
    year = {2023},
    pages = {2309.08559},
    url = {https://arxiv.org/abs/2309.08559},
  }

  @Article{,
    title = {Clustered Flexible Calibration Plots For Binary Outcomes
      Using Random Effects Modeling},
    author = {Lasai Barreñada and Bavo {De Cock Campo} and Laure
      Wynants and Ben {Van Calster}},
    journal = {arXiv},
    year = {2025},
    pages = {2503.08389},
    url = {https://arxiv.org/abs/2503.08389},
  }