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Statistical Methods for Big Data
Department of Statistics
The Math Tower with the logo of TU Dortmund University on top of it © Nikolas Golsch​/​TU Dortmund
Dr.

Hendrik van der Wurp

Administrative tasks at the faculty

  • Pandemic Officer
  • Safety Officer
  • Risk Management Officer

Main research areas

- Copula regression and regularization
- Sports statistics
- Mixed models in medicine

Publications

  • van der Wurp, H., Groll, A., Kneib, T., Marra, G. & Radice, R. (2020) Generalized joint regression for count data: a penalty extension for competitive settings. Statistics and Computing 30, 1419-1432. doi. org/10.1007/s11222-020-09953-7
  • van der Wurp, H., Groll, A., Kneib, T., Marra, G. & Radice, R. (2020) A Generalized Joint Count Data Regression Framework for Modelling Football Scores. 35th International Workshop on Statistical Modelling, 242-247.
  • Albus, A., Kronimus, Y., Neumann, S., Vidovic, N., Frenzel, A., Kuhn, P., Seifert, M., Ziehm, T., van der Wurp, H. & Dodel, R. (2021) Effects of a Multimerized Recombinant Autoantibody Against Amyloid-β. Neuroscience 463, 355-369. doi. org/10.1016/j.neuroscience.2021.03.006
  • van der Wurp, H., & Groll, A. (2021) Introducing LASSO-type penalization to generalised joint regression modelling for count data. AStA Advances in Statistical Analysis. Online First. doi. org/10.1007/s10182-021-00425-5
  • Michels, J., van der Wurp, H., Kalbe, E., et al (2022) Long-Term Cognitive Decline Related to the Motor Phenotype in Parkinson's Disease. Journal of Parkinson's Disease. Online First. doi. org/10.3233/jpd-212787
  • Lennartz, J., Groll, A., van der Wurp, H. (2022) Predicting Table Tennis Tournaments: A comparison of statistical modeling techniques. International Journal of Racket Sports Science 3(2), 39-48. doi. org/10.30827/Digibug.73877
  • Kruse, C., Maier, F., Spottke, A., Bach, J., Bartels, C., Buerger, K., Fellgiebel, A., Fliessbach, K., Frölich, L., Hausner, L., Hellmich, M., Klöppel, S., Klostermann, A., Kornhuber, J., Laske, C., Peters, O., Priller, J., Richter-Schmidinger, T., Schneider, A., Shah-Hosseini, K., Teipel, S., von Arnim, C., Wiltfang, J., van der Wurp, H., Dodel, R., Jessen, F. (2023) Apathy in patients with Alzheimer's disease is a cost-driving factor. Alzheimer's & Dementia, Online First. doi. org/10.1002/alz.12915

Talks

  • Introducing Regularisation to Generalised Joint Regression Modelling for Count Data, CMStatistics 2021, 18 December 2021, London, United Kingdom.
  • Introducing Regularisation to Generalised Joint Regression Modelling for Count Data, ML-Seminar TU Dortmund, 08 December 2021, Dortmund, Germany.
  • A Generalised Joint Count Data Regression Framework for Modelling Football Scores (and Introducing Regularisation to it), IWSM 2021, 20 July 2021, Bilbao, Spain.
  • Introducing Regularisation to Generalised Joint Regression Modelling for Count Data, S-Training Digital Meeting, 21 May 2021, Dortmund, Germany.
  • Accepted but cancelled, due to the pandemic:  IWSM 2020, Bilbao, Spain.
  • Accepted but cancelled, due to the pandemic:  ISCCRO 2020, Dubrovnik, Croatia.
  • Predicting matches in international football tournaments via generalised joint regression modelling, DStatG, 09 September 2019, Trier, Germany.
  • Predicting matches in international football tournaments via generalised joint regression modelling, PhD-colloquium TU Dortmund, Dortmund, Germany.
  • Predicting matches in international football tournaments via generalised joint regression modelling, DAGStat, 22 March 2019, Munich, Germany.