To cite reliabilitydiag in publications use:

Dimitriadis T, Gneiting T, Jordan AI (2020). “Evaluating probabilistic classifiers: Reliability diagrams and score decompositions revisited.” Preprint, arXiv:2008.03033.

If you use the data set precip_Niamey_2016 please cite:

Vogel P, Knippertz P, Gneiting T, Fink A, Klar M, Schlueter A (2020). “Statistical forecasts for the occurrence of precipitation outperform global models over northern tropical Africa.” doi: 10.1002/essoar.10502501.1, Preprint.

Corresponding BibTeX entries:

  @Unpublished{,
    title = {Evaluating probabilistic classifiers: Reliability diagrams
      and score decompositions revisited},
    author = {Timo Dimitriadis and Tilmann Gneiting and Alexander I.
      Jordan},
    year = {2020},
    note = {Preprint, arXiv:2008.03033},
  }
  @Unpublished{,
    title = {Statistical forecasts for the occurrence of precipitation
      outperform global models over northern tropical Africa},
    author = {Peter Vogel and Peter Knippertz and Tilmann Gneiting and
      Andreas H. Fink and Manuel Klar and Andreas Schlueter},
    year = {2020},
    note = {Preprint},
    doi = {10.1002/essoar.10502501.1},
  }