Publikationen von Theresa Ullmann
2026
- Ullmann T., Heinze G., Kammer M., Dunkler D.
A Preregistered Simulation Study Provided Evidence on the Appropriate Use of Data-Driven Variable Selection in Descriptive Multivariable Regression Modeling.
Journal of Clinical Epidemiology, (2026) [bib]
@ARTICLE{ullmann2026apss, author = {Ullmann, T.~ and Heinze, G.~ and Kammer, M.~ and Dunkler, D.~}, title = {A Preregistered Simulation Study Provided Evidence on the Appropriate Use of Data-Driven Variable Selection in Descriptive Multivariable Regression Modeling.}, journal = {Journal of Clinical Epidemiology}, year = {2026}, issn = {1878-5921 0895-4356}, doi = {10.1016/j.jclinepi.2026.112423}, keywords = {simulation;multivariable modeling;backward elimination;Lasso;penalized estimation;regression modeling} } - Hornung R., Németh L., Zadorozhnyi O., Ullmann T., Kammer M., Killick R., Paciorek C., Chiquet J., Herrmann M., Batinovic L., Carlsson R., Neuvial P., Hejblum B., Wrobel J., Boulesteix A., Tabelow K.
Overcoming Barriers to Computational Reproducibility.
Royal Society Open Science 13(6):252489, (2026) [bib]
@ARTICLE{hornung2026obtc252489, author = {Hornung, R.~ and Németh, L.~ and Zadorozhnyi, O.~ and Ullmann, T.~ and Kammer, M.~ and Killick, R.~ and Paciorek, C.~ and Chiquet, J.~ and Herrmann, M.~ and Batinovic, L.~ and Carlsson, R.~ and Neuvial, P.~ and Hejblum, B.~ and Wrobel, J.~ and Boulesteix, A.~ and Tabelow, K.~}, title = {Overcoming Barriers to Computational Reproducibility.}, journal = {Royal Society Open Science}, year = {2026}, volume = {13}, number = {6}, pages = {252489}, issn = {2054-5703}, doi = {10.1098/rsos.252489} }
2025
- Ullmann T., Heinze G., Abrahamowicz M., Perperoglou A., Sauerbrei W., Schmid M., Dunkler D., TG2 STRATOS Initiative
A Systematic Categorization of Performance Measures for Estimated Non-Linear Associations between an Outcome and Continuous Predictors.
Wiley Interdisciplinary Reviews: Computational Statistics 17(3):e70042, (2025) [bib]
@ARTICLE{ullmann2025ascpe70042, author = {Ullmann, T.~ and Heinze, G.~ and Abrahamowicz, M.~ and Perperoglou, A.~ and Sauerbrei, W.~ and Schmid, M.~ and Dunkler, D.~ and {TG2 STRATOS Initiative}}, title = {A Systematic Categorization of Performance Measures for Estimated Non-Linear Associations between an Outcome and Continuous Predictors.}, journal = {Wiley Interdisciplinary Reviews: Computational Statistics}, year = {2025}, volume = {17}, number = {3}, pages = {e70042}, issn = {1939-0068}, doi = {10.1002/wics.70042} }
2024
- Ullmann T., Heinze G., Hafermann L., Schilhart-Wallisch C., Dunkler D., for TG2 of the STRATOS Initiative
Evaluating Variable Selection Methods for Multivariable Regression Models: A Simulation Study Protocol.
PLoS One 19(8):e0308543, (2024) [bib]
@ARTICLE{ullmann2024evsme0308543, author = {Ullmann, T.~ and Heinze, G.~ and Hafermann, L.~ and Schilhart-Wallisch, C.~ and Dunkler, D.~ and {for TG2 of the STRATOS Initiative}}, title = {Evaluating Variable Selection Methods for Multivariable Regression Models: A Simulation Study Protocol.}, journal = {PLoS One}, year = {2024}, volume = {19}, number = {8}, pages = {e0308543}, issn = {1932-6203}, doi = {10.1371/journal.pone.0308543}, keywords = {Humans;Multivariate Analysis;Regression Analysis;*Computer Simulation} }