Invited Session at DAGStat 2025, Berlin, Germany
March 24-28, 2025
STRATOS initiative – progress with guidance in three topics in observational research
Introduction of the STRATOS initiative
Speakers:
Willi Sauerbrei1, Michal Abrahamowicz2, Marianne Huebner3, Ruth Keogh4 for the STRATOS initiative
1 Institute for Medical Biometry and Statistics, Medical Center University of Freiburg, Germany
2 Department of Epidemiology and Biostatistics, McGill University, Montreal, Canada
3 Department of Statistics and Probability, Michigan State University, East Lansing, USA
4 Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
Accessible structured Initial Data Analysis and Data Quality Assessments
Speakers:
Carsten Oliver Schmidt1, Lara Lusa2, Marianne Huebner3 on behalf of STRATOS Topic Group 3 „Initial data analysis“
1University Medicine of Greifswald, Institute of Community Medicine, Greifswald, Germany
2University of Ljubljana, Faculty of Medicine, Institute of Biostatistics and Medical Informatics, Slovenia
3Department of Statistics and Probability, Michigan State University, East Lansing, MI, USA
A categorization of performance measures for estimated non-linear associations between an outcome and continuous predictors
Speakers:
Theresa Ullmann1, Georg Heinze1, Michal Abrahamowicz2, Aris Perperoglou3, Matthias Schmid4, Daniela Dunkler1 for TG2 of the STRATOS initiative
1 Institute of Clinical Biometrics, Center for Medical Data Science, Medical University of Vienna, Vienna, Austria
2 Department of Epidemiology and Biostatistics, McGill University, Montreal, Canada
3 Statistics and Data Science Innovation Hub, GSK, Stevenage, UK
4 Department of Medical Biometry, Informatics, and Epidemiology, University Hospital Bonn, Bonn, Germany
Analyzing Patient Reported Outcome Measures (PROMs) in oncology trials
Speakers:
Els Goetghebeur1, Dries Reynders1, Doranne Thomassen2, Willi Sauerbrei3 and Saskia le Cessie2
1 Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
2 Department of Biomedical Data Sciences, Leiden University Medical Center, The Netherlands
3 Institute for Medical Biometry and Statistics, Medical Center University of Freiburg, Germany