Topics for Theses
This page lists potential topics for theses in different research 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 techniques
- Comparative simulation studies
- Quantile-based ANOVA methods in complex designs
- Evaluation possibilities of diagnostic tests using ROC curves and partial AUC
Machine learning and prediction models
- Influence of missing values on prediction and inference quality of statistical learning methods
- Uncertainty quantification in the form of variance estimators, prediction and confidence intervals based on machine learning methods
- Variable selection and 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 values or clusters
- Extension of the approach of Chen & Qin (2010) for more groups, among others
- Influence of the chosen hypothesis matrix on common quadratic forms
- Development of statistical test procedures considering missing values in multivariate designs (repeated measures, ANOVA, MANOVA)
TeX Template
You can use the following TeX template for your thesis: Download