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1. AG Kröninger
2. Research
Statistical Methods

Statistical Methods Typical applications in data analysis include the estimation of free parameters of well-defined models, the comparison of statistical models with data, and the comparison of different models [...] and medical physics, e.g. for the interpretation of data in the framework of effective field theories, for a more accurate analysis of dosimeter data, or for the reconstruction of final states in events [...] models with each other. The Bayesian Analysis Toolkit (BAT) is a tool for these applications. It is based on Bayes' theorem and uses modern algorithms, e.g. Markov Chain Monte Carlo and Nested Sampling, to …
1. BBV
2. News: 8/3/2023
Researcher in planning and spatial development (w/m/d)

interdisciplinary analysis, making use of (quantitative) geospatial analysis and (qualitative) methods from social sciences. Urban form analysis is performed through morphological settlement analysis and classification [...] physical urban form and land policies. To give answers, an innovative approach combines data-driven spatial analysis and a neo-institutional perspective on practices of land policy and applies it to a c [...] scale (from settlement bodies to buildings) using French and German geospatial data products. Through case study analysis, you will identify relevant land policies through planning documents, planning …
1. EC
2. News: 7/3/2024
Successful completion of the dissertation!

colleague Philip Stahmann has successfully completed his dissertation on the topic of AI-based data analysis in digitized production at the Department of Management Support and Information Systems at the [...] applications as well as methods of artificial intelligence, esp. machine and deep learning, for data analysis in the fields of industry and medicine . Congratulations and we look forward to further collaboration …
1. SMS
2. Research
Projects of chair sms, department of statistics

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 Current Projects Completed …
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. Sport
2. Research
3. Projects
4. Completed Research Projects
AIM

process-relevant data. Furthermore, it reports back individually tailored health-related information, e.g. ergonomic assessments of the employees' movements. The motion data recording and analysis required for [...] The core components of the project consist of context-sensitive information provision, analysis of movement data, and individual method training for employees. The assistance system to be developed is [...] in the future. Current processing status Completion of the final conception of an adequate motion analysis algorithm based on motion science pattern recognition methods. The goal in the 3rd project year …
acm_2771284.2771289.bib

2771289, author = {Lerch, Johannes and Hermann, Ben}, title = {Design Your Analysis: A Case Study on Implementation Reusability of Data-Flow Functions}, year = {2015}, isbn = {9781450335850}, publisher = { [...] Workshop on State Of the Art in Program Analysis}, pages = {26–30}, numpages = {5}, keywords = {design, flow function, Separation of concerns, static analysis, ifds, ide}, location = {Portland, OR, USA} [...] 1145/2771284.2771289}, doi = {10.1145/2771284.2771289}, abstract = { The development of efficient data flow analyses is a complicated task. As requirements change and special cases have to be considered …
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1. SBAZ
Statistical Consulting and Analysis (SBAZ) - Offers

tabular and graphical representation of the data, the selection of appropriate statistical methods and performing the analysis, and the interpretation of analysis results and the formulation of statistical [...] Offers The division of Statistical Consulting and Analysis (SBAZ) provides advice and assistance with all questions related to statistical issues and problems. In particular, the SBAZ helps with the planning [...] External customers: In the course of an initial consultation (1 hour), we obtain an overview of your data and your questions; minor problems may then be solved or minor questions answered. The initial co …
1. FAIR
2. Navigation
3. About
Departments

handling large, high-dimensional data and in Bayesian statistics. These methods enable an efficient processing of large data streams and distributed data, and statistical analysis in presence of small case numbers [...] develop flexible quantitative methods with improved predictive accuracy for large data sets (large-scale studies; panel data; digital behavioral traces) and small case numbers (single-case/few-case research [...] quantify causal effects of agile interventions. Through methodological research, participation in data (re)analysis and prognostic modeling, as well as study design, the department is the scientific liaison for …
1. SSE
2. Abschlussarbeiten
3. Master-Theses
Test Harness for C/C++-based Static Program Analysis

goal is the precise interprocedural data flow analysis of programs written in C/C++. Besides the theoretical unsoundness and imprecision of such static program analysis, implementations are always prone [...] Harness for C/C++-based Static Program Analysis Supervisor: JProf. Dr.-Ing. Ben Hermann Context Our group is involved in the development of PhASAR - a static program analysis framework based on LLVM. Its main [...] simple analyses (e.g. call graphs) as well as more complex data flow analyses (e.g. IDE, WPDS). As an evaluation for the work at least one analysis type (e.g. call graph algorithms) should be checked with …