Master Thesis Topics

Prof. Dr. Nadja Klein is offering a master thesis topics at the Chair of Statistics.

Available Topics

  • Modelling Income Inequality with Conditional Transformation Models
  • Bayesian Nonparametric Conditional Density Estimators
  • Distributional Joint Modelling
  • Probabilistic Weather Forecasts
  • Approximations of Normalizing Constants in Doubly-Intractable Likelihoods
  • Effect Fusion of Categorical Predictors
  • Effect Selection in Semiparametric Quantile Regression Models
  • Measuring the Explained Variance in Structured Additive Distributional Regression
  • Bayesian Hierarchical Modelling of Hedonic Housing Prices
  • Comparisons and Implementation of Non-Local Shrinkage Priors
  • Variational Bayes Methods with Data-Subsampling
  • Trivariate Conditional Copula Regression with Arbitrary Link Functions
  • Slice sampling for Variance Parameters
  • Hamiltonian Monte Carlo Sampler with Dual Averaging

Suggestion of own topics in the areas of Bayesian Statistics, Computational Methods, applications on distributional regression or Machine Learning are welcome.