Dr. Philipp Wittenberg

Room:
1373
Phone:
+49-40-6541-3007
Fax:
+49-40-6541-2834
Email:
pwitten(at)hsu-hh.de
Visiting address
Helmut-Schmidt-University
Building H1 R 1397
Holstenhofweg 85
22043 Hamburg
Germany
Postal address
Dr. Philipp Wittenberg
Department of Mathematics and Statistics
Helmut-Schmidt-University
PO-box 700822
22008 Hamburg
Germany

 

Publications

  • Köhncke M, Jaelani Y, Mendler A, Neumann L, Wittenberg P, Rode-Klemm A and Keßler S (2024) Static and Dynamic Load Tests on the Bridge Vahrendorfer Stadtweg. Preprint. [paper]
  • Wittenberg P, Knoth S and Gertheiss J (2025) Structural Health Monitoring with Functional Data: Two Case Studies. accepted. [paper]
  • Adämmer P, Wittenberg P, Weiss CH and Testik MC (2025) Non-parametric Monitoring of Spatial Dependence. Technometrics. [paper][software]
  • Wittenberg P, Mendler A, Knoth S and Gertheiss J (2025) Multivariate long-term profile monitoring with application to the KW51 railway bridge. In Á. Cunha and E. Caetano, editors, Experimental Vibration Analysis for Civil Engineering Structures, pages 463–472, Cham. Springer Nature Switzerland. [paper]
  • Gertheiss J, Neumann L and Wittenberg P. (2025) Bridge health monitoring under varying environmental conditions using conditional principal component analysis. In Á. Cunha and E. Caetano, editors, Experimental Vibration Analysis for Civil Engineering Structures, pages 407–415, Cham. Springer Nature Switzerland. [paper]
  • Neumann L, Wittenberg P and Gertheiss J. (2025) Confidence Intervals for Conditional Covariances of
    Natural Frequencies, Frequencies. In M. Döhler, A. Mélot, and M. A. López, editors, Proceedings of the 11th International Operational Modal Analysis Conference (IOMAC 2025), pages 742–749, Rennes, France. [paper]
  • Wittenberg P, Neumann L, Mendler A and Gertheiss J (2025) Covariate-adjusted functional data analysis for structural health monitoring. Data-Centric Engineering. 6:e27 [paper][software]
  • Neumann N, Wittenberg P, Mendler A and Gertheiss J (2025) Confounder-adjusted covariances of system outputs and applications to structural health monitoring. Mechanical Systems and Signal Processing. 224, 111983 [paper][software]
  • Windmann A, Wittenberg P, Schieseck M and Niggemann O (2024) Artificial Intelligence in Industry 4.0: A Review of Integration Challenges for Industrial Systems. 2024 IEEE 22nd International Conference on Industrial Informatics (INDIN), Beijing, China, 2024, pp. 1-8 [paper]
  • Wittenberg P and Gertheiss J (2023) Modelling SHM sensor outputs: A functional data approach. Proceedings of the 37th International Workshop on Statistical Modelling, Vol. I, 664-668.
  • Morais MC, Wittenberg P and Knoth S (2023) An ARL-unbiased Modified Chart for Monitoring Autoregressive Counts with Geometric Marginal Distributions. Sequential Analysis. 42(3), 323-347. [paper]
  • Morais MC, Wittenberg P and Cruz CJ (2023) An ARL-Unbiased Modified np-Chart for Autoregressive Binomial Count. Stochastics and Quality Control. 38(1): 11-24 [paper]
  • Morais MC, Wittenberg P and Cruz CJ (2022) The np-chart with 3-sigma limits and the ARL-unbiased np-chart revisited. Stochastics and Quality Control. 37(2): 107-116. [paper]
  • Wittenberg P, Morais MC and Woodall WH (2022) Comments on “On scale parameter monitoring of the Rayleigh distributed data using a new design”. IEEE Access 10: 84622-84625. [paper] [software]
  • Wittenberg P (2022) Modeling the patient mix for risk‐adjusted CUSUM charts. Statistical Methods in Medical Research 31(5):779-800. [paper] [software]
  • Knoth S, Wittenberg P and Gan FF (2019) Risk‐adjusted CUSUM charts under model error. Statistics in Medicine 38(12):2206-2218. [paper] [software]
  • Mahmood T, Wittenberg P, Zwetsloot IM, Wang H and Tsui KW (2019) Monitoring data quality for telehealth systems in the presence of missing data. International Journal of Medical Informatics 126: 156-163. [paper]
  • Wittenberg P, Gan FF and Knoth S (2018) A simple signaling rule for variable life‐adjusted display derived from an equivalent risk‐adjusted CUSUM chart. Statistics in Medicine 37(16): 2455-2473. [paper] [software]
  • Wittenberg P, Sever S, Knoth S, Sahin N and Bondarenko J (2013) Determining quantitative road safety targets by applying statistical prediction techniques and a multi-stage adjustment procedure. Accident Analysis and Prevention 50: 566-577. [paper]

Teaching

  • Statistics for political scientists (Winter 2023)
  • Mathematics for Economists (Fall 2016, 2022, 2023, 2024)
  • Time series analysis (Spring 2023)
  • Quantitative Methods II (Winter 2021)
  • Quantitative Methods III (Spring 2021)
  • Statistics I (Winter 2019)
  • Statistics II (Spring 2016, 2017)
  • Stochastics I (Fall 2020)
  • Stochastics II (Spring 2018, 2019, 2020, 2021, 2022, 2025)
  • Statistical Quality Assurance, Reliability and Safety (Winter 2016, 2017, 2018, 2020, 2025)
HSU

Letzte Änderung: 24. September 2025