Duller

Nonparametric Statistics

Futschik

Modelling of High-Dimensional Data, Approximative Inference, Biostatistics and Modelling of Genomic Data

Hainy

Computational Statistics, Bayes Statistics, Supervised Learning

Müller

Experimental Design, Econometrics, Spatial Statistics

Quatember

Survey Statistics and related topics

Stehlík

Risk Management, Experimental Design, Pension Systems

Wagner

Time-Series Analysis, Analysis of Longitudinal Data, Survival Analysis, Bayes-Statistics, Medical Statistics

Waldl

(Generalized) Linear Models, Factor Analysis

Duller

• Nonparametric Permutation Tests
• Nonparametric Tests for Umbrella Alternatives
• Digital Learning: Basic Statistics
• Digital Learning: Nonparametric Statistics

Futschik

• Shiny-App zur Simulation epidemiologischer Prozesse

• Comparison of methods for conditional density estimation

Müller

• The Variance of the Sample Median
• Estimation of COVid-19 prevalence by means of Approximate Bayesian Computation

• Machine Learning using OfficeCalc

• Counterexamples to the Lindeberg-Lévy theorem

• Analysis of wordle.at strategies

Quatember

• 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

• Estimation of heterogeneous treatment effects via propensity score matching
• Statistical analysis of  fmri data  in R
• Statistical inference for fmri data
• Bayesian methods in meta analysis
• Meta regression
• Analysis of compositional data

Waldl

• 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)