Source code in scoringRules_paper.R allows to reproduce numerical results and figures from Jordan, A., Krüger, F. and Lerch, S. (2017). Evaluating probabilistic forecasts with the R package scoringRules. Working paper, available at https://arxiv.org/abs/1709.04743. The paper is forthcoming at the Journal of Statistical Software.