Lukas Burk
- Department: Statistical Methods in Epidemiology
- Unit: Emmy Noether Junior Research Group: Beyond Prediction - Statistical Inference
- 2018 : Bachelor of Arts in Public Health, University of Bremen
- 2021 :Master of Sciene in Medical Biometry / Biostatistics, University of Bremen
- April 2021 - March 2026 : Research associate (PhD student) BIPS and LMU Munich
- Since April 2026 : Research associate BIPS
- Machine learning for survival analysis
- High performance computing
- Empirical comparison of prediction methods
- Feature importance methods
- Statistical computing & R package development
Selected BIPS-Publications
Articles with peer review
- Burk L, Zobolas J, Bischl B, Bender A, Wright MN, Sonabend R. A large-scale neutral comparison study of survival models on low-dimensional data. Bioinformatics. 2026;42(5):btag186.
https://doi.org/10.1093/bioinformatics/btag186 Book chapters
- Casalicchio G, Burk L. Evaluation and benchmarking. Boca Raton. 2024.
https://mlr3book.mlr-org.com/chapters/chapter3/evaluation_and_benchmarking.html
For further publications please follow this link:
2022: Programming with Statistical Software (R) (LMU Munich) 2022/23: Programming with Statistical Software (R) (LMU Munich)
The responsibility for the content of this page lies with Lukas Burk.