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1. TRR 391
2. Research
3. Projects
A07

A07 Distributional copula regression for space-time data A07 develops novel models for multivariate spatio-temporal data using distributional copula regression. Of particular interest are tests for the [...] N., Kaack, L. (2025). From counting stations to city-wide estimates: Data-driven bicycle volume extrapolation. Environmental Data Sciene, 4 (e13):1-43. DOI: 10.1017/eds.2025.5 . Dette, H., Möllenhoff [...] Scientific Computing Center Karlsruhe Institute of Technology Summary Modeling dependencies in space-time data is of interest for several projects of TRR 391 and copulas are an important mathematical tool to capture …
1. Computer Science
2. News: 2/20/2025
TU team determines the susceptibility of AI voting aids to errors

To the press release Contact for queries: Prof. Dr. Emmanuel Müller Research Center Trustworthy Data Science and Security E-Mail …
1. MSIND
2. Research
3. Projects
AI instead of waste

while cutting down on waste. Project Team Prof. Dr. Markus Pauly, Research Center for Trustworthy Data Science and Security / Department of Statistics, TU Dortmund University Ina Dormuth, Department of Statistics …
1. Compstat
Computational Statistics TU Dortmund University

simulation-based inference, as well as model evaluation and comparison. The Bayesian approach to data analysis provides a powerful way to handle uncertainty in all observations, model parameters, and [...] surprise that Bayesian methods are increasingly used in statistical and computational inference in both science and industry. To top of page …
1. EC
2. News: 1/8/2024
Interested in start-ups, logistics and data science?

of manual processes (e.g. in logistics or production). Interested in start-ups, logistics and data science? Then join the MotionMiners, a spin-off of the Fraunhofer Institute for Material Flow and Logistics …
1. IFS
2. News: 7/24/2025
Guest lecture by Dr. Alexander Robitzsch in the IFS lecture series

presented his research findings. Dr. Alexander Robitzsch conducts research at the Leibniz Institute for Science and Mathematics Education (IPN) in Kiel on topics including methodology in large-scale assessments [...] s, item response modeling, linking methods and linking errors, regularization techniques, missing data, multiple imputation, structural equation modeling, multilevel analyses, and statistical software …
1. STABI
2. Staff
Prof. Dr. Christine Müller (Seniorprofessor)

Christine Müller Former holder of the Chair of Statistics with applications in the field of engineering sciences © Christine Müller / private E-Mail: christine2.mueller@tu-dortmund.de Office Hours by appointment [...] Robust Planning and Analysis of Experiments (1997) Workshops Workshop: Robust Methods for Dependent Data Workshop: mODa 11 Former employees former employees …
1. AI
2. Event: 9/19/2024
Inference methods for multivariate data

elected to different administrative positions (Dean since 2015). Among other initiatives, first Data Science MSc program at an Austrian university (2016) and MINT:labs (2018) where school children can experience [...] which endpoints. We present two rather general approaches towards valid inference for multivariate data, one accommodating binary, ordinal, and metric endpoints, and the other allowing for a factorial design [...] Fellow of the American Statistical Association and an Elected Member of the European Academy of the Sciences and the Arts. He has been named “Henry Clay Ambassador” by the Mayor of Lexington (Kentucky) for …
1. Department of Statistics
2. Research
3. Areas
4. Biostatistics
Research Areas

on gene-gene and gene-environment-interactions. Contact: Prof. Dr. Katja Ickstadt Gene Expression Data Micro-arrays make the simulaneous measurement of tens of thousands of genes possible. Not just this [...] also the very noisy signals some micro-arrays deliver present large problems for the analysis of such data, which can only be negotiated through interdisciplinary collaboration. One such collaboration takes [...] evaluated against another. The department "Statistics with Application in the Field of Engineering Sciences" is concerned with Meta-Analysis of combinations of such controlled clinical trials and the planning …
1. IFS
2. Research
3. Research Projects
4. Past Projects
Test-M-I

that is considered relevant for successful studies in the fields of economics, computer science, natural sciences and technology (WINT degree programmes). Thus, the test is aimed at first-year students [...] foundation of the WINT Check. To this end, quantitative and qualitative analyses of already existing data from the Studiport will first be carried out and, in cooperation with the external project partners [...] (e.g. Abitur grade, gender, motivation to study, previous academic performance). Additional process data, which are recorded several times in the test situation (e.g. perceived cognitive activation, perceived …