2 papers
stat.ME2025
Living Synthetic Benchmarks: A Neutral and Cumulative Framework for Simulation Studies
František Bartoš, Samuel Pawel, Björn S. Siepe
Simulation studies are widely used to evaluate statistical methods. However, new methods are often introduced and evaluated using data-generating mechanisms (DGMs) devised by the s…
stat.ME2025
Handling Missingness, Failures, and Non-Convergence in Simulation Studies: A Review of Current Practices and Recommendations
Samuel Pawel, František Bartoš, Björn S. Siepe +1
Simulation studies are commonly used in methodological research for the empirical evaluation of data analysis methods. They generate artificial data sets under specified mechanisms…