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1. Department of Statistics
Career prospects

term.” Klaus Breuer Diplom Statistiker “In my job, I do data analysis in quality control and process improvement.” Anna Fritsch Integrated Analysis Statistician “I still need statistics every day in my job [...] aluation of clinical studies.” Chandratre Prerana Werkstudentin Data Analyst “At work, I implement statistical methods for data analysis with R.” Ralph Price Aktuar “Business is international, you get [...] management of drug studies. ” Alexander Gerharz Datenanalyst im Bereich Sportwissenschaft “With data analysis, any hobby can become a profession” Andreas Krause Lead Scientist Modeling and Simulation “Among …
1. SAG
2. News: 7/19/2024
Successful workshop on "Digital Trace Data in Social Science Research"

ve insight into the use and analysis of digital trace data in the social sciences. In the first part, participants were introduced to various sources of digital trace data, including websites, smartphone [...] l insights were supplemented by practical exercises with R. The second part was dedicated to data analysis and machine learning, in particular text classification models and topic modelling. Again, pa [...] The workshop "Digital Trace Data in Social Science Research" took place at the College for Social Sciences and Humanities in Essen from 26 to 28 June 2024. Led by Prof. Dr. Frauke Kreuter, Prof. Dr. Christoph …
1. Spatial Modelling Lab
2. News: 11/11/2022
Invited talk at LIESMARS, Wuhan University

tagged with geo-coordinates. In the spatial analysis of these datasets, inconsistently used conceptualisations of the discourse subjects contained in the data, the simultaneity in space and time of different [...] mentioned are due to a discrepancy between the space concepts applied in the analysis and those relevant at the time of data production. René Westerholt not only addressed these general problems, but also [...] (LIESMARS) at Wuhan University. The presentation dealt with methodological challenges in the spatial analysis of so-called "ambient geospatial information". The latter includes geographic datasets collected …
1. SSE
2. Lehre
3. Sommersemester 2024
Proseminar: Duality of Program Analysis

program or that sensitive data does not flow to places in the program where it can leak to the public. Program analysis comes in two distinct flavors: Static program analysis where the program is analyzed [...] Proseminar: Duality of Static and Dynamic Program Analysis: Towards Hybrid Analysis? LSF: 040604 Moodle : https://moodle.tu-dortmund.de/course/view.php?id=44667 (Registration happens automatically) This [...] Program analysis is the scientific field where programs are the subject of study. Its goal is to show evidence for certain properties of the program under test. For example, we can show that data successfully …
1. MSIND
2. Studies
3. Teaching
Python Course SS 23

project The course will be held in German . Content Basics in Python Data structures Control structures Functions Pandas and data analysis Registration Via LimeSurvey. Link will be send to course mailing list [...] teaches basics in Python. Essential commands and functions of Python and packages relevant for data analysis are explained. This is done through hands-on programming exercises and in digital format. Org …
1. Department of Statistics
2. Studies
3. Degrees
Bachelor Data Science

Bachelor Data Science Overview The Data Science degree program provides the necessary knowledge for the in-depth analysis of large and complex data sets (e.g., for patient or customer data, for stock prices [...] B.Sc. Data Science (from winter semester 2019/20) Amendment to the Examination Regulations B.Sc. Data Science (from winter semester 2020/21) Amendment to the Examination Regulations B.Sc. Data Science [...] the first year. This includes introductions to mathematical theory (applied analysis and linear algebra), computer science (data structures, algorithms, programming), and probability theory and statistics …
1. Spatial Modelling Lab
2. News: 12/3/2025
Talk and workshop in Salzburg

spatial analysis. The everyday phenomena underlying such types of geodata often cannot be easily and unambiguously assigned to specific geometric units. If classical approaches to spatial analysis are applied [...] applied to this data, misinterpretations are to be suspected. The presentation first examined the challenge outlined in more detail and then presented ideas on how the effects of non-scientific data generation [...] methods of statistical spatial analysis. Entailing both theoretical inputs and hand-on components, the workshop addressed the following questions: 1. What is spatial analysis and in which situations do I …
1. SMS
Research of chair sms

statistical methods for psychological diagnostics. This includes in particular methods for the analysis of data from psychometric achievement tests (such as mathematics tests from PISA or intelligence tests) [...] theory, structural equation models) Modeling of longitudinal data Machine learning methods in psychometrics Automatic item generation Meta-analysis of diagnostic procedures Meta-analyses …
1. TRR 391
2. Research
Projects

new statistical methodology for data analysis in energy supply and transport logistics, focusing on transport or distribution networks. B01 Statistical modeling and analysis for state estimation in electrical [...] and Area C, the projects in Area A take a general methodological perspective on the analysis of spatio-temporal data and develop broadly applicable new statistical methodology with a focus on design of [...] nonlinear modeling . The projects in Area B and Area C develop and apply tailor-made inference and data analysis tools for problems arising in the transport of energy and goods , and new econometric methodology …
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 …