Publications by Theresa Ullmann
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} }