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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

    Duller

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

    Nonparametric Statistics

    Futschik

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

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

    Hainy

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

    Computational Statistics, Bayes Statistics, Supervised Learning

    Müller

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

    Experimental Design, Econometrics, Spatial Statistics

    Muszynska-Spielauer

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

    Population Health and Mortality

    Quatember

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

    Survey Statistics and related topics

    Reichl:, opens an external URL in a new window

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

    Panel Data Analysis

    Wagner

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

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

    Waldl

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

    (Generalized) Linear Models, Factor Analysis

    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

    Futschik

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

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

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

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

    • Effect of instruction time on student achievements

    Müller

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

    • 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

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

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

    Quatember

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

    • 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

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

    • Analysis of High-Frequency Electricity Consumption Data

    • Analysis of Multinational Household Surveys

    Wagner:

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

    • 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

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

    • 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)

    Duller

    • Nonparametric tests for umbrella alternatives
    • Nonparametric post-hoc-tests
    • Nonparametric tests for sorted alternatives

    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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