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Bachelor's Thesis

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:

Bitto-Nemling

Zeitreihenanalyse, Computational Statistics, Bayesian Neural Networks, Statistical Machine Learning, MCMC Methoden

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
Muszynska-Spielauer

Population Health and Mortality

Quatember

Survey Statistics and related topics
Reichl:, opens an external URL in a new window

Panel Data Analysis

Wagner

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

Waldl

(Generalized) Linear Models, Factor Analysis

Currently the following topics for Bachelor theses are offered for supervision amongst others:

Duller

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

Futschik

 • Effects of Violation of Model Assumptions on Statistical Methods
• Theory of Probability in Pictures: Visualisation of Important Results of Probability Theory
Hainy:

• Comparison of sequential design criteria for model discrimination design with correlated observations

• Effect of instruction time on student achievements

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
Muszynska-Spielauer

• Secular change in the gender health-survival paradox
• Educational differences in the age of premature mortality

Quatember

• Indirekte Befragungsdesigns bei sensitiven Themen
• Diskussion von Papers zu verschiedenen anderen Themen aus dem Bereich der Survey-Statistik
Reichl:, opens an external URL in a new window

• Analysis of High-Frequency Electricity Consumption Data

• Analysis of Multinational Household Surveys
Wagner:

• 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)

Information regarding the Bachelor's Thesis can be found here. The template for the layout of the Bachelor's Thesis can be found below.

 

Two Bachelor's Thesis graded as "very good" can be found here (in German)

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Johannes Kepler University Linz

Altenberger Straße 69

4040 Linz, Austria

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