M. Stolte, N. Schreck, A. Slynko, M. Saadati, A. Benner, J. Rahnenführer, A. Bommert for the topic group “High-dimensional data” (TG9) of the STRATOS Initiative (2025). Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in comparing classification methods on high-dimensional data. PLoS One, 20: e0322887.
L. Lusa, F. Kappenberg, G. S. Collins, M. Schmid, W. Sauerbrei & J. Rahnenführer on behalf of the Topic Group for High-dimensional data of the STRATOS Initiative (2025). Evaluation of changes in prediction modelling in biomedicine using systematic reviews. BMC Medical Research Methodology, 25: 167.
R. De Bin, L. McShane, J. Rahnenführer (2023): STRengthening Analytical Thinking for Observational Studies (STRATOS). Overview of methodological issues when analyzing high-dimensional biomedical data. Biometric Bulletin, 40: 11-12.
J. Rahnenführer, R. De Bin, A. Benner, F. Ambrogi, L. Lusa, A.-L. Boulesteix, E. Migliavacca, H. Binder, S. Michiels, W. Sauerbrei & L. McShane for topic group “High-dimensional data” (TG9) of the STRATOS initiative (2023). Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges. BMC Medicine, 21: 182.
McShane L, Rahnenführer J on behalf of STRATOS TG9 (2019). STRengthening Analytical Thinking for Observational Studies (STRATOS): Introducing the High-dimensional Data topic group (TG9). Biometric Bulletin, 36: 13-14.
M. Stolte, N. Schreck, A. Slynko, M. Saadati, A. Benner, J. Rahnenführer, A. Bommert (2024). Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in estimating the mean squared error of the least squares estimator in linear regression. PLoS One, 19: e0299989
N. Schreck, A. Slynko, M. Saadati, A. Benner (2024). Statistical plasmode simulations–Potentials, challenges and recommendations. Statistics in Medicine, 43: 1804-1825.
A. L. Boulesteix, R. Groenwold, M. Abrahamowicz, H. Binder, M. Briel, R. Hornung, T. P. Morris, J. Rahnenführer, W. Sauerbrei for the STRATOS Simulation Panel (2020). Introduction to statistical simulations in health research. BMJ Open, 10: 039921.
