Lizzie Neumann, M.Sc.

Room:
1373
Telephone:
+49 40 6541-3007
E-Mail:
neumannl(at)hsu-hh.de
Address
Helmut-Schmidt-University
Building H1
Holstenhofweg 85
22043 Hamburg
Postal address
Helmut-Schmidt-University
Faculty for Economics and
Social Sciences
PO-box 70 08 22
22008 Hamburg
Germany

Since May 2021 I work as research assistant in the team of Prof. Dr. Jan Gertheiss. I am doing my doctorate in “Statistical learning methods for covariate adjustment in structural health monitoring” within the subproject Data Analytics in the joint dtec.bw research project SHM – Digitization and Monitoring of Bridge Infrastructure.

Publications

Neumann, L. (2025). Monitoring Confounder-adjusted Principal Component Scores with an Application to Load Test Data. In: Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference. Edited by Eirik Bjorheim Abrahamsen, Terje Aven, Frederic Bouder, Roger Flage, Marja Ylönen. Research Publishing, Singapore, 2985-2992, doi:10.3850/978-981-94-3281-3-procd

Neumann, L., P. Wittenberg, A. Mendler, and J. Gertheiss (2025). Confounder-adjusted covariances of system outputs and applications to structural health monitoring. In: Mechanical Systems and Signal Processing 224, 111083, doi: 10.1016/j.ymssp.2024.111983

Neumann, L., P. Wittenberg, and J. Gertheiss (2025). Confidence Intervals for Conditional Covariances of Natural Frequencies. In: Proceedings of the IOMAC 2025 (to appear), available from https://iomac2025.sciencesconf.org/591249

Neumann, L. (2023). Covariate-adjusted Association of Sensor Outputs using a Nonparametric Estimate of the Conditional Covariance. In: Proceedings of the 37th International Workshop on Statistical Modelling: Volume I., Dortmund, Germany, 543-548.

Neumann, L., Gertheiss J. (2022). Covariate-adjusted Association of Sensor Outputs for Structural Health Monitoring. In: dtec.bw-Beiträge der Helmut-Schmidt-Universität / Universität der Bundeswehr Hamburg: Forschungsaktivitäten im Zentrum für Digitalisierungs- und Technologieforschung der Bundeswehr dtec.bw – Band 1, 287-291, available from https://doi.org/10.24405/14566

Neumann, L., Gertheiss J. (2022). Covariate-adjusted Association of Sensor Outouts. In: Proceedings of the 36th International Workshop on Statistical Modelling: Volume I., Trieste, Italy, 513-516.

Lectures

HT: Exercise “Quantitative Methods I”, “Quantitative Methods IV”

WT: Exercise “Quantitative Methods II”, “Statistics for Political Scientists”

FT: Exercise “Quantitative Methods III”, “Time Series Analysis”

HSU

Letzte Änderung: 25. June 2025