To cite scoringutils in publications use the following. If you use the CRPS, DSS, or Log Score, please also cite scoringRules.

Bosse NI, Gruson H, Cori A, van Leeuwen E, Funk S, Abbott S (2022). “Evaluating Forecasts with scoringutils in R.” arXiv. doi:10.48550/ARXIV.2205.07090,

To cite scoringRules in publications use:

Jordan A, Kr├╝ger F, Lerch S (2019). “Evaluating Probabilistic Forecasts with scoringRules.” Journal of Statistical Software, 90(12), 1–37. doi:10.18637/jss.v090.i12.

Corresponding BibTeX entries:

    title = {Evaluating Forecasts with scoringutils in R},
    author = {Nikos I. Bosse and Hugo Gruson and Anne Cori and Edwin
      {van Leeuwen} and Sebastian Funk and Sam Abbott},
    journal = {arXiv},
    url = {},
    year = {2022},
    doi = {10.48550/ARXIV.2205.07090},
    title = {Evaluating Probabilistic Forecasts with {scoringRules}},
    author = {Alexander Jordan and Fabian Kr\"uger and Sebastian
    journal = {Journal of Statistical Software},
    year = {2019},
    volume = {90},
    number = {12},
    pages = {1--37},
    doi = {10.18637/jss.v090.i12},