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1. MSIND
2. Studies
3. Theses
Topics for Theses

areas. Survival Time Analysis Inference and uncertainty quantification for multi-stage models Comparisons based on reconstructed data Estimation procedures in survival time analysis using machine learning [...] dimension reduction based on machine learning methods Time series analysis based on machine learning methods Analysis of multivariate data Tests regarding covariance matrices for observations with missing …
1. Biometrie
2. Research
Dissertationen

Effects for Epidemiological and Spatially Referenced Data. Jonathan Rathjens (2021): River-Mediated Dynamic Environmental Factors and Perinatal Data Analysis Marius Thomas (2019): Subgroup analyses and inv [...] Fritsch (2010): Bayesian Mixtures for Cluster Analysis and Flexible Modeling of Distributions. Tina Müller (2010): Local Analysis of High Dimensional Genetic Data Considering Interaction Effects. Björn Bornkamp [...] for very large data sets Anke Hüls (2018): Weighting Approaches for Genetic Risk Scores in Gene-Environmental Interaction Studies. Sabrina Siebert (2017): Measurement and statistical analysis of clustering …
1. LRE
2. Education
3. Courses
Introduction to Computational Methods for Engineering

exercises and small projects (3 h each). Data visualization: Graphs, surface plots, visualizing multidimensional datasets, proper plotting hygiene. Data analysis: Fourier transformation, regression, error [...] Introduction to Matlab / proper coding hygiene (MFA) ?? Session 2: 14.05.25 Data visualisation (MFA) Session 3: 21.05.25 Data analysis (MSD) Session 4: 28.05.25 Simulation (MSD) Session 5: 04.06.25 Optimization [...] it aims at providing illustrative insights into indispensable methods (such as computational data analysis, simulation, or optimization and machine learning). These insights are intended to facilitate …
1. LWuS
Chair of Business and Social Statistics

new comparative data analysis methods for dynamic networks. 01/10/2020 MERCUR individual funding regarding digital data. Thomas Bauer becomes a professor at the UA Ruhr for "Digital Data in Social and Economic [...] departments for text data analysis Researchers from the departments of Journalism, Computer Science and Statistics develop methods and application scenarios for modeling text data. 10/01/2018 Joint doctoral [...] of Energy and Transport" Researchers at the UA Ruhr are developing methods to model and forecast data on the energy and mobility transition. 01/01/2024 DFG research grant for network inference Researchers …
1. WI
2. Teaching
Additional events

Consolidation of previous knowledge in the field of data analysis. Independent processing of data mining projects and identification of economically significant data patterns. Understanding of the phases and tasks [...] Data Mining Bootcamp (WS) Additional event: Prof. Dr. Richard Lackes / Julian SengewaldGermanOnline Content This supplementary course provides an introduction to the analysis of data in the corporate [...] opportunity to work on exciting case studies with real data sets using modern software. Learning objectives Develop a sense for the potential of data mining methods to improve the profitability of companies …
1. Department of Statistics
2. Department
3. Professors emeritus
4. Prof. Dr. Claus Weihs
Research

Explorative data analysis includes tools to visualize data and dependencies between different data series. The idea is to let the data speak for itself. In this way, conspicuities in the individual data series [...] Statistics meets Linguistics Currently, Claus Weihs works on statistical methods for the analysis of linguistic data. The methods are summarized in PrInDT, an R-package for the optimization of conditional [...] d in Buschfeld, S., Weihs, C. (2025Fc) "Optimizing decision trees for the analysis of World Englishes and sociolinguistic data", Cambridge Elements, doi:10.48550/arXiv.2103.02336 How to cite the package: …
1. IPS
2. News: 7/26/2022
The AKKORD research project presented at the automatica trade fair 2022 in Munich

creates a work & learn platform for the implementation of IDS projects. Modular data analysis through the data analysis process chain At the automatica 2022, the Carrera demonstrator presented an abstract [...] to further educate him/herself in his/her field of activity. For example, basic modules on data mining and data visualisation are suggested for user analysts. Summary and outlook Overall, the IPS was able [...] themselves about the project at the IPS stand. With the help of AKKORD, the IPS makes industrial data analysis tangible for everyone. Many thanks to the Scientific Society for Assembly, Handling and Industrial …
1. Spatial Modelling Lab
2. News: 6/29/2022
Contribution to the Dortmund Data Literacy Certificate Programme

skills in handling data, reading statistics, and communicating data-based research and empirical results. Our colleague René Westerholt contributed a lecture on the topic of geographical data with a special [...] onfirmatory spatial data analysis and spatial econometrics. The range of lectures offered by the Spatial Modelling Lab complements the certificate programme, which also offers data-related considerations [...] special focus on their statistical analysis. Starting with fundamentals of geographic data acquisition including coordinate reference systems, the lecture provided students with an overview of the special c …
1. TU Dortmund
2. University
3. Departments
Department of Statistics – TU Dortmund University

Master’s) as well as in Data Analysis and Data Management (Bachelor’s), and Data Science (Master’s). The field of statistics consists of applied mathematics and problem-oriented data analysis with interdisciplinary …
1. dbis
2. Publications
3. 2019
Execution Strategies for Compute Intensive Queries

of the 31th GI-Workshop Grundlagen von Datenbanken (GvDB' 19) . Download via file . Abstract Data analysis in many scientific domains, such as high energy physics, pushes the available resources of even [...] al effort to a small portion, when irrelevant data can be discarded by more efficient means. Our focus lies on providing execution strategies for analysis queries, guided by the expertise of the user and [...] compact data summary that facilitates fast, columnar scan queries, as well as a domain specific language that provides us with the required information to generate them. Projects Real-Time Analysis and Storage …