Kreiß, Dominik (2023): Contributions to modeling with set-valued data: benefitting from undecided respondents. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Fütterer, Cornelia Sigrid (2022): Methodological contributions to the challenges and opportunities of high dimensional clustering in the context of single-cell data. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Nalenz, Malte (2022): Characterizing model uncertainty in ensemble learning: towards more robust representation and learning of tree ensemble methods. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Schwaferts, Patrick (2022): Improving practical relevance of Bayes factors. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Endres, Eva-Marie (2019): Statistical matching meets probabilistic graphical models: contributions to categorical data fusion. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Jansen, Christoph (2018): Some contributions to decision making in complex information settings with imprecise probabilities and incomplete preferences: theoretical and algorithmic results. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Fink, Paul (2018): Contributions to reasoning on imprecise data: imprecise classification trees, generalized linear regression on microaggregated data and imprecise imputation. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Plaß, Julia (2018): Statistical modelling of categorical data under ontic and epistemic imprecision: contributions to power set based analyses, cautious likelihood inference and (non-)testability of coarsening mechanisms. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Schollmeyer, Georg (2017): Reliable statistical modeling of weakly structured information: contributions to partial identification, stochastic partial ordering and imprecise probabilities. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Wiencierz, Andrea (2013): Regression analysis with imprecise data. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Walter, Gero (2013): Generalized Bayesian inference under prior-data conflict. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Hable, Robert (2009): Data-Based Decisions under Complex Uncertainty. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Strobl, Carolin (2008): Statistical Issues in Machine Learning: Towards Reliable Split Selection and Variable Importance Measures. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
Rummel, David (2006): Correction for covariate measurement error in nonparametric regression. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik