123 citations · 419 across the 31 of their papers we have counts for
3 papers · 1 filter
Hospital Capacity Planning Using Discrete Event Simulation Under Special Consideration of the COVID-19 Pandemic
Thomas Bartz-Beielstein, Frederik Rehbach, Olaf Mersmann +1
We present a resource-planning tool for hospitals under special consideration of the COVID-19 pandemic, called babsim.hospital. It provides many advantages for crisis teams, e.g.,…
Optimization of High-dimensional Simulation Models Using Synthetic Data
Thomas Bartz-Beielstein, Eva Bartz, Frederik Rehbach +1
Simulation models are valuable tools for resource usage estimation and capacity planning. In many situations, reliable data is not available. We introduce the BuB simulator, which…
Comparison of different Methods for Univariate Time Series Imputation in R
Steffen Moritz, Alexis Sardá, Thomas Bartz-Beielstein +2
Missing values in datasets are a well-known problem and there are quite a lot of R packages offering imputation functions. But while imputation in general is well covered within R,…