M.Sc. Marieke Stolte

• since February 2022: Doctoral Student
• 2016-2021: Study of Sta­tis­tics at TU Dort­mund Uni­ver­sity
  Master Thesis: Bias in logistic regression [Verzerrung in der logistischen Regression] 

Statistical Consulting:

• since February 2022: Academic staff at the Division Statistical Consulting and Analysis (SBAZ), Center for Higher Education, TU Dortmund University
• 2021-2022: Student assistent at the Division Statistical Consulting and Analysis (SBAZ), Center for Higher Education, TU Dortmund University

Projects

• since 2022: Associate member of research training group 2624 "Biostatistical Methods for High-Dimensional Data in Toxicology", project P1 "Determination of the minimum effective dose from high-dimensional expression data with statistical learning methods"
• 2022: DFG Collaborative Research Center (CRC) 876 "Providing Information by Resource-Constrained Data Analysis", project A3: "Methods for Efficient Resource Utilization in Machine Learning Algorithms"

Github Profile

Interactive Result Table for Comparison of Dataset Similarity Methods

DataSimilarity R package

ORCiD

2025

Albrecht, W., Brecklinghaus, T., Stolte, M., Kappenberg, F., Gründler, L., Chen, P., Cadenas, C., Damm, G., Edlund, K., Ghallab, A., Marchan, R., Nell, P., Reinders, J., Seehofer, D., Behr, A.-C., Braeuning, A., Thriel, C. van, Gardner, I., Rahnenführer, J., & Hengstler, J. G. (2025). Improved identification of human hepatotoxic potential by summary variables of gene expression. ALTEX [ISSN: 1868-596X]. In press. https://doi.org/10.14573/altex.2403272

Otchwemah, R., Sons, D., Senges, C., Niesalla, H., Stolte, M., Herbrandt, S., & Mattner, F. (2025). Observing is influencing: How hand disinfection compliance observations affect hand disinfection rates; specifics derived from an electronic monitoring system. American Journal of Infection Control [ISSN: 0196-6553]. Published. https://doi.org/10.1016/j.ajic.2025.06.020

Stolte, M., Schreck, N., Slynko, A., Saadati, M., Benner, A., Rahnenführer, J., & Bommert, A. M. (2025). Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in comparing classification methods on high-dimensional data. PLoS ONE, 20(6), Article e0322887. https://doi.org/10.1371/journal.pone.0322887

2024

Stolte, M., Herbrandt, S., & Ligges, U. (2024). A comprehensive review of bias reduction methods for logistic regression. Statistics Surveys, 18, 139–162. https://doi.org/10.1214/24-ss148

Stolte, M., Kappenberg, F., Rahnenführer, J., & Bommert, A. M. (2024). Methods for quantifying dataset similarity: a review, taxonomy and comparison. Statistics Surveys, 18, 163–298. https://doi.org/10.1214/24-ss149

Stolte, M., Schreck, N., Slynko, A., Saadati, M., Benner, A., Rahnenführer, J., & Bommert, A. M. (2024). Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in estimating the mean squared error of the least squares estimator in linear regression. PLoS ONE, 19(5), Article e0299989. https://doi.org/10.1371/journal.pone.0299989

2023

Stolte, M., Albrecht, W., Brecklinghaus, T., Gründler, L., Chen, P., Hengstler, J. G., Kappenberg, F., & Rahnenführer, J. (2023). Classification of hepatotoxicity of compounds based on cytotoxicity assays is improved by additional interpretable summaries of high-dimensional gene expression data. Computational Toxicology, 28, Article 100288. https://doi.org/10.1016/j.comtox.2023.100288

2022

Fels, M., Knop, E. S., Stolte, M., Kemper, N., & Herbrandt, S. (2022). Vergleich verschiedener Dominanzindizes zur Bestimmung individueller Rangpositionen in Gruppen von Absetzferkeln [Bibliography]. Züchtungskunde, 6.

Tillmanns, M., Scheepens, K., Stolte, M., Herbrandt, S., Kemper, N., & Fels, M. (2022). Implementation of a pig toilet in a nursery pen with a straw-littered lying area. Animals, 12(1), Article 113. https://doi.org/10.3390/ani12010113

• Seminar Multivariate Two- and k-Sample Testing (WiSe 2025/26)
• Exercises for Computergestütze Statistik (WiSe 2025/26, WiSe 2024/25, WiSe 2023/24, WiSe 2022/23)
• Exercises for Clinical Trials (SuSe 2025)
• Fallstudien I (WiSe 2024/25)
• Exercises for Wahrscheinlichkeitsrechnung und mathematische Statistik für Informatiker (WRUMS) (WiSe 2023/24)
• Exercises for Statistical Methods for Genetics (Bioinformatics) (SuSe 2023)
• Introductory Case Studies (WiSe 2022/23)