Bachelor's Thesis are written in the course Seminar aus Statistik und Data Science, opens an external URL in a new window.
Members of the IFAS with Phd. supervise Bachelor and Master theses in Statistics , preferably in the following areas and serve as examiners for the Master’s examination:
Nonparametric Statistics | |
Modelling of High-Dimensional Data, Approximative Inference, Biostatistics and Modelling of Genomic Data | |
Computational Statistics, Bayes Statistics, Supervised Learning | |
Experimental Design, Econometrics, Spatial Statistics | |
Survey Statistics and related topics | |
Stehlík | Risk Management, Experimental Design, Pension Systems |
Time-Series Analysis, Analysis of Longitudinal Data, Survival Analysis, Bayes-Statistics, Medical Statistics | |
(Generalized) Linear Models, Factor Analysis |
Currently the following topics for Bachelor theses are offered for supervision amongst others:
• Nonparametric Permutation Tests | |
• Effects of Violation of Model Assumptions on Statistical Methods • Theory of Probability in Pictures: Visualisation of Important Results of Probability Theory | |
Hainy: | • Shiny-App zur Simulation epidemiologischer Prozesse • Comparison of methods for conditional density estimation |
• The Variance of the Sample Median • Machine Learning using OfficeCalc • Counterexamples to the Lindeberg-Lévy theorem • Analysis of wordle.at strategies | |
• Indirekte Befragungsdesigns bei sensitiven Themen • Diskussion von Papers zu Signifikanztests, impliziter Schichtung, ... | |
Stehlík | • Modelling and prediction of the spread of the coronavirus disease 2019 • Financial risk management and pension systems • Intelligent neural networks • Time series modelling by neural networks • Statistical modelling of ecological problems • Statistics in medicine |
Wagner: | • Estimation of heterogeneous treatment effects via propensity score matching
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• Confirmatory Factor Analysis and Structural Equation Modelling • Bias-Variance-trade-off in general linear models • Double Generalized Linear Models • Operationales Risiko: Verlustverteilung mit Monte Carlo Simulation (in Kooperation mit der Oberbank) |
Information regarding the Bachelor's Thesis can be found here. The template for the layout of the Bachelor's Thesis can be found below.