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Up a level- Faculties (110197)
- Mathematics, Computer Science and Statistics (5440)
- Statistics (2362)
- Selected Theses (372)
- Statistics (2362)
- Mathematics, Computer Science and Statistics (5440)
Number of items at this level: 355.
English
Abou El-Komboz, Basil
(2014):
A Unified Framework for Visualization and Inference in Item Response Theory Models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 765kB]
[PDF, 765kB]
Armbruster, Stephanie
(2. August 2021):
What makes a replication successful? An investigation of frequentist and Bayesian criteria to assess replication success.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Arnthof, Benedikt
(28. April 2020):
An Analysis of Bavarian Settlement Areas based on Neighbourhood Information using Gaussian Processes.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Aßenmacher, Matthias
(2016):
The exposure-lag-response association between
occupational radon exposure and lung cancer
mortality.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Baganz, Lisa
(2015):
LONGITUDINAL DATA WITH MISSING DATA
AND MEASUREMENT ERROR.
Master Thesis,
Unspecified
[PDF, 1MB]
[PDF, 1MB]
Baur, Simon Philipp
(24. February 2023):
Self-Supervised Transformer Model via Hierarchical-Masked-Attention for Medical Image Analysis.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Baus, Benedikt
(2018):
Imputation and Prediction of HIV using NHS Survey Data from Nigeria.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Becker, Carolin
(20. September 2021):
Multicalibration in Survival Analysis: Black-Box Post-Processing for Fairness.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 896kB]
[PDF, 896kB]
Becker, Kai Philipp
(21. November 2022):
Gaussian Process Regression and Bayesian Deep Learning for Insurance Tariff Migration.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Berger, Thomas
(2019):
Dynamic Investment Strategies with Machine
Learning Methods.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 6MB]
(Department of Statistics: Technical Reports) [PDF, 6MB]
Bodensteiner, Jakob
(4. April 2020):
Knowledge destillation - Compressing arbitrary learners into a neural net.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Brade, Raphael
(2017):
Friendship Networks in Schools
Modeling Reciprocity, Transitivity, Homophily, and
Clustering in the Add Health Data with the Latent Cluster Random Effects Model.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 51MB]
Bruckmeier, Dominik
(14. December 2022):
Forecasting Volatility in Financial Time Series. A Machine Learning Approach.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Buchwald, Daniela
(2019):
Comparing Methods to Estimate Personalised Treatment Effects from Observational Data.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Casalicchio, Giuseppe
(2013):
Modelling Comparison Data with
Ordinal Response.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 884kB]
[PDF, 884kB]
Coors, Stefan
(2018):
Automatic Gradient Boosting.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 18MB]
(Department of Statistics: Technical Reports) [PDF, 18MB]
Corvonato, Alessandra
(4. January 2021):
Re-Evaluating GermEval 2017: Document-Level and Aspect-Based Sentiment Analysis Using Pre-Trained Language Models.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Croppi, Federico
(29. September 2021):
Explaining Sequential Model-Based Optimization.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 915kB]
[PDF, 915kB]
Dumke, Markus
(2015):
Asymmetric Correlations in Financial Returns.
Bachelor,
Unspecified
[PDF, 923kB]
[PDF, 923kB]
Dumke, Markus
(2017):
Reinforcement Learning in R.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Ebner, Luisa Theresa
(2018):
The Bayes Factor for independent two-sample comparisons in psychological research. A discussion and generalization in the context of Imprecise Probabilities.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 661kB]
(Department of Statistics: Technical Reports) [PDF, 661kB]
Eder, Thomas
(17. March 2022):
Modeling of dynamic networks considering heterogeneous actors.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Eifler, Fabian
(2014):
Introduction of AUC-based splitting criteria to random survival forests.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 726kB]
[PDF, 726kB]
El-Oraby, Karem
(2019):
Similarity Approaches for High-Dimensional Financial Time Series - with an Application to Pairs Trading.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Engl, Oliver
(13. May 2016):
Interaction Modelling of inhomogeneous Poisson processes by means of log-Gaussian Cox processes.
Master Thesis,
Unspecified
[PDF, 871kB]
[PDF, 871kB]
Erdemir, Burak
(2016):
Widely Applicabe and Bayesian Information Criterion.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Erdmann, Maria
(2016):
Hyperparameter dependent modelling of
runtime behaviour of machine learning
algorithms.
Bachelor,
Unspecified
[PDF, 26MB]
[PDF, 26MB]
Erdmann, Maria
(2018):
Unsupervised Anomaly Detection in Sensor Data used for Predictive Maintenance.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 8MB]
[PDF, 8MB]
Ernst, Dominik
(2013):
Clustering bilingual text corpora using mixtures of von Mises-Fisher distributions. With an application to the corpus of
abstracts of the Austrian Journal of Statistics.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 706kB]
[PDF, 706kB]
Ernst, Dominik
(2010):
Model–based Clustering with Copulas.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 625kB]
[PDF, 625kB]
Ewert, Markus
(28. January 2021):
Bayesian neural networks for age-period-cohort models.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Fensterer, Veronika
(2010):
Statistical methods in niche modelling for the spatial prediction of forest tree species.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 23MB]
[PDF, 23MB]
Fink, Paul
(2012):
Ensemble methods for classification trees under imprecise probabilities.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 555kB]
[PDF, 555kB]
Fink, Simon
(2015):
Sensitivity Analyses for Informative Censoring in Time-to-Event Clinical Trials.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Fischer, Lina Teresa Marie
(31. January 2020):
Anonymization of Text Data with Attention-Based Networks.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 4MB]
[PDF, 4MB]
Flexeder, Claudia
(2010):
Generalized Lasso Regularization for Regression Models.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Flöß, Marco
(21. July 2022):
A Comparative Evaluation of the Utility of Linguistic Features for Part-of-Speech-Tagging.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Fried, Julia
(15. October 2018):
Interpretable Machine Learning. An Application Using the Munich Rent Index.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Fritz, Cornelius
(2018):
Dynamic Social Network Models for Time-Stamped Data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Frost, Laetitia
(2. August 2023):
Combining additive regression and convolutional neural networks for classifying circulation patterns associated with droughts.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Fuchs, Robert
(2016):
Detecting Structural Breaks in Financial Data:
Simulation and Application to Trading Strategies.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 968kB]
Gauß, Jana
(2. November 2022):
Topological and Practical Aspects of Data Separability in Complex High-Dimensional Data.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 8MB]
(Department of Statistics: Technical Reports) [PDF, 8MB]
Georgieva, Polina
(10. January 2023):
Hedonic pricing regression on the rental market in Munich.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 422kB]
(Department of Statistics: Technical Reports) [PDF, 422kB]
Geßendorfer, Jonathan
(2015):
Non-Linearity of Radiation Dose Related Cancer Incidence Risk in the Atomic Bomb Survivor Cohort.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 7MB]
[PDF, 7MB]
Goschenhofer, Jann Philipp
(2019):
Wearable-based Severity Detection in the Context of Parkinson’s Disease Using Deep Learning Techniques.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 15MB]
[PDF, 15MB]
Gritto, Anne
(23. February 2022):
Application of neural topic models to twitter data from German politicians.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Gruber, Cornelia
(2019):
Stochastic Block Models.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Gruber, Sebastian
(8. February 2021):
Data-free meta learning via knowledge distillation from multiple teachers.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 11MB]
(Department of Statistics: Technical Reports) [PDF, 11MB]
Gruber, Sebastian Gregor
(2018):
Visualization and replay memory database design for reinforcement learning in R.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Guderlei, Maike
(4. March 2020):
Fake News Detection. Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Gutmair, Katja
(12. July 2021):
Phase II Studies in Oncology: Current Practices of Choosing Group Configuration and Statistical Design.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Hartmann, Ruben
(13. January 2022):
Is it worth the effort? Penalized ordinal regression versus common social science methods for survey data.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
He, Bailan
(24. October 2022):
Learning One-shot Relations in Temporal Knowledge Graphs.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Hechinger, Katharina
(14. October 2020):
Statistical Learning in Survival Models Combining Scan and Clinical Data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Herold, Maternus
(16. January 2020):
Using Deep Convolutional Networks to Regress a C-arm's Position from a single X-ray Image.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 8MB]
(Department of Statistics: Technical Reports) [PDF, 8MB]
Herrmann, Moritz
(2019):
Large-scale benchmark study of prediction methods using multi-omics data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 633kB]
[PDF, 633kB]
Hobelsberger, Christian
(3. July 2023):
The impact of pandemic restrictions on mental health during COVID-19 in Germany.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Hong, Weiyun
(17. July 2023):
Statistical models for the evaluation of factors affecting CO2 emission.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 4MB]
(Department of Statistics: Technical Reports) [PDF, 4MB]
Huber, Veronika Maria
(2018):
An optimized stopping rule for statistical boosting algorithms.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 556kB]
(Department of Statistics: Technical Reports) [PDF, 556kB]
Hubert, Stephanie
(2017):
A comparison of multivariate methods for the
detection of Differential Item Functioning.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 858kB]
Hueck, Andreas
(2017):
Classification of Input Devices
Using Cursor Trajectories.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Hughes-Brandl, Rupert
(2010):
On the Valuation of Foreign Exchange Options Using Stochastic Volatility Models.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 5MB]
[PDF, 5MB]
Hurmer, Noah
(28. July 2022):
Transformer Model for Genome Sequence Analysis.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 863kB]
(Department of Statistics: Technical Reports) [PDF, 863kB]
Jagdhuber, Rudolf
(7. March 2016):
Multiple Imputation in Generalized Linear Mixed Models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Jansen, Christoph
(2015):
Decision making under partial information using precise and imprecise probabilistic models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Jelizarow, Monika
(2009):
Regularized Discriminant Analysis Incorporating Prior Knowledge on Gene Functional Groups.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Jiang, Xiaoqi
(2010):
Correcting for Measurement Error of Tracking Cardiovascular Risk Factors in Meta-analysis.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Johler, Marc
(12. November 2020):
Decision Making under Complex Uncertainty. Evaluation and Implementation of Different Criteria.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 650kB]
(Department of Statistics: Technical Reports) [PDF, 650kB]
Josifovska, Angela
(13. December 2019):
From Node Embeddings to Graph Generation.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Kampfer, Tassilo Leonard
(7. November 2018):
Performance and Interpretability of Machine Learning Algorithms for Credit Risk Modelling.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Kellerbauer, Maximilian
(2018):
Spatio-temporal modelling of air pollution open data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 9MB]
[PDF, 9MB]
Kevork, Sevag
(24. August 2017):
Separable Temporal Exponential Random Graph Models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Klein, Jan Moritz
(2019):
Estimation of Voter Transitions in Multi-Party Systems - Quality of Credible Intervals in (hybrid) Multinomial-Dirichlet Models.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Klein, Niklas
(2018):
Extending Hyperband with Model-Based Sampling Strategies.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Klein, Niklas
(2015):
Performance and usability comparison
of supervised learning machines.
Bachelor,
Unspecified
[PDF, 833kB]
[PDF, 833kB]
Klepper, Benjamin
(2018):
Configuration of Deep Neural Networks Using Model-Based Optimization.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Klug, Felix
(2015):
Imputation of missing data via penalization techniques.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 399kB]
[PDF, 399kB]
Kondofersky, Ivan
(2010):
Analysis of Functional Phonetic Data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Kopper, Philipp
(28. April 2020):
Flexible estimation of complex effects in the context of competing risks survival analysis. Exposure-lag-response association of artificial nutrition and patients’ length of stay in intensive care units.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Korotkova, Anna
(17. November 2020):
Exploration of fine-tuning and inference time of large pre-trained language models in NLP.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Krautenbacher, Norbert
(2014):
Efficient Computation of Unconditional Error Rate Estimators for Learning Algorithms and an Application to a Biomedical Data Set.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 778kB]
[PDF, 778kB]
Kreiß, Dominik
(24. October 2019):
Examining Undecided Voters in Multiparty Systems. An Approach with Discrete Choice Models under Ontic
Imprecision.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Kreiß, Dominik
(2016):
The Pre-Flop Game in Online Poker. A Quantitive Analysis.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 568kB]
Krezdorn, Julia
(July 2016):
Alternative Approaches to Regulatory Risk Calibrations in Solvency II.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 22MB]
Kriecherbauer, Theresa
(21. December 2022):
Which classifier is fairer? Comparing the effects of distribution shifts on subgroup fairness.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Krzykalla, Julia
(2015):
Investigations on MCP-Mod Designs.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Kölbl, Laura
(2017):
Deep Convolution Neural
Networks for Image Analysis.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Kühnle, Oliver
(2011):
Integration of multiple high-throughput data-types in cancer research.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Lange, Felix Julian David
(19. December 2022):
Confirmatory studies in methodological statistical
research: concept and illustration.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Langer, Johannes
(2018):
Band Matrices in Recurrent Neural Networks for Long Memory Tasks.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Le, Minh-Anh
(2018):
Anomaly Detection using Machine Learning Methods
Implementation and Benchmark Analysis of Selected Methods and Tuning Criteria.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 8MB]
Le, Tuan
(November 2019):
De novo drug design in continuous space.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 6MB]
(Department of Statistics: Technical Reports) [PDF, 6MB]
Lebmeier, Elisabeth
(22. July 2021):
Aspect-based Sentiment Analysis: A Theoretical and Practical Comparison of Different Approaches.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 4MB]
[PDF, 4MB]
Lin, Jiali
(2019):
ML-ReinBo: Machine learning pipeline search with reinforcement learning and Bayesian optimization.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 779kB]
(Department of Statistics: Technical Reports) [PDF, 779kB]
Lindenlaub, Christian
(2012):
Concurvity in Geo-Additive Models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 15MB]
[PDF, 15MB]
Lippl, Samuel
(2018):
Description, implementation and validation of a user interface for complex datasets in the social sciences.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Litzka, Leonie
(28. August 2019):
Analysis of a Maximal Clique Finding Algorithm with respect to Runtime and Effectiveness in High Dimensional Data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Loibl, Sofia Maria
(24. March 2023):
Interpretation of black box models using tree-based surrogate models.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Lorenz, Sven Martin
(19. December 2019):
Wavelet Representations for functional data.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Ludwigs, Frederik
(27. May 2020):
A comparison study of prediction approaches for multiple training data sets and test data with block-wise missing values.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 17MB]
(Department of Statistics: Technical Reports) [PDF, 17MB]
Lux, Thomas
(5. April 2023):
Non-parametric estimation of Range Value at Risk.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Löwe, Holger
(5. August 2022):
fme − An R Package for Forward Marginal Effects.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Maierhofer, Thomas
(20. October 2015):
A Nearest-Neighbour Approach to Estimation of Entropies.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Maierhofer, Thomas
(2017):
Classification of Functional Data. Interpretable Ensemble Approaches.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Manitz, Juliane
(2010):
Automated Detection of Infectious Disease Outbreaks.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Manuilova, Ekaterina
(2013):
Statistical methods for comparison
of two inaccurate measurement procedures
in experiments with measurement replications.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Matheja, Isabel
(2014):
Development analysis of publishers in online affiliate marketing.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 27MB]
[PDF, 27MB]
Mayr, Andreas
(2010):
Prediction Inference with Ensemble Methods.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Melieni, Antonio
(9. November 2022):
Momentum Strategy With Classical Assets And Cryptocurrencies.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 863kB]
(Department of Statistics: Technical Reports) [PDF, 863kB]
Meyer, Sebastian
(2010):
Spatio-Temporal Infectious Disease Epidemiology based on Point Processes.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 5MB]
[PDF, 5MB]
Mihatsch, Lorenz Leopold
(28. July 2020):
Discrete-Time Markov Chains: On the transition from countable to continuous state spaces.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 377kB]
(Department of Statistics: Technical Reports) [PDF, 377kB]
Moosbauer, Julia
(28. September 2018):
Noisy Bayesian Optimization for Model Selection in Machine Learning.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Nalmpatian, Asmik
(20. September 2021):
Modern approaches in mortality modeling considering data enrichment and the impact of COVID-19.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Nawrath, Johannes
(29. April 2021):
Sequence to Sequence Models: Knowledge Tracing with Deep Learning.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Nazarova, Anna
(22. March 2023):
Regularized Covariance Estimation for Functional Data.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Newger, Katrin
(2018):
Statistical Matching of Categorial Data with Markov Networks.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Nießl, Christina
(November 2019):
Data dredging in ranking analyses with focus on biomedical applications.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Obadic, Ivica
(25. November 2019):
Relation Disambiguation in Knowledge Graphs.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Obst, Ronert
(2013):
Parallel Boosting.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Opitz, Marie Elisabeth
(1. October 2021):
Personalized treatment effects in diabetology – A meta-Analysis based on the coefficient of variation.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Pangratz, Elisabeth
(2017):
Measurement Error and Study Design in Air Pollution Epidemiology. Impacts and Recommendations.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 663kB]
(Department of Statistics: Technical Reports) [PDF, 663kB]
Papavasiliou, Eleftheria
(28. August 2023):
Detection of missing data mechanisms with graphical models and their imputation - A simulation study.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Park, Hyeyoung
(2019):
Analysis of Anomaly Detection Methods for Streaming Data.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 4MB]
(Department of Statistics: Technical Reports) [PDF, 4MB]
Parzinger, Michael
(9. August 2021):
Application of statistical models from simulated data to real data using the example of automated fault detection in building systems.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 8MB]
[PDF, 8MB]
Pernerstorfer, Josef
(12. April 2023):
Statistical analysis and reporting of adverse events in clinical trials: recommendations, current practice and relevance for interpretation.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Pfundstein, Georg
(2010):
Ensemble Methods for Plaid Bicluster Algorithm.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Pfundstein, Georg
(2011):
Hidden Markov Models with Generalised Emission Distribution for the Analysis of High-Dimensional, Non-Euclidean Data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Piatek, Dawid
(January 2011):
Joint Modelling of Market Segments and Scale Usage Heterogeneity.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Pielok, Tobias
(2019):
Variable Selection Using Grouped Horseshoe Priors.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 305kB]
(Department of Statistics: Technical Reports) [PDF, 305kB]
Pradel, Simon
(9. February 2022):
Visualizing Hyperparameter Performance Dependencies.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Pritzsche, Uwe
(2015):
Benchmarking of Classical and Machine-Learning Algorithms (with special emphasis on Bagging and Boosting Approaches) for Time Series Forecasting.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 11MB]
[PDF, 11MB]
Pritzsche, Uwe
(2013):
Comparison of Several Statistical Models and Data Mining Methods for Predicting the Loss-To-Follow-Up of a Tb Study.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Prokosch, David
(10. February 2023):
Examining and Mitigating Gender Bias in German
Word Embeddings.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Quandel, Conrad
(2019):
Deep Convolution Neural Networks for the Analysis of a few Medical Images.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Racic-Rachinsky, Katrin Johanna
(15. December 2021):
Permuting the out-of-bag values versus
randomizing node assignments when measuring
variable importance in random forests. A comparison study.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Rehms, Raphael
(2019):
Scalar-on-Image Regression using Iterative Methods.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Reichmeier, Franziska
(9. May 2023):
Empirical comparison of Expected Utility Theory and Prospect Theory based on a self-designed survey.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Rein, Carina
(2017):
Identification of Mediators in High Dimensional
Survival Data in the Presence of Confounding.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Reinicke, Selina
(2019):
Modeling and forecasting yield curves.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Riebe, Tobias
(6. August 2019):
Causal Analysis on SEEG data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 6MB]
[PDF, 6MB]
Riedl, Stephanie
(2018):
Multivariate Volatility Modelling for Cryptocurrencies.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Rieß, Simon
(15. October 2019):
Domain Adaptation for Neural Machine Translation with an Auxiliary Monolingual Loss.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Rizzo, Jacopo
(26. April 2022):
Evaluating pre-trained language models on partially unlabeled multilingual economic corpora.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Robinzonov, Nikolay
(2008):
Boosting Techniques for Nonlinear Time Series Models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 836kB]
[PDF, 836kB]
Rodemann, Julian
(28. July 2021):
Robust Generalizations of Stochastic Derivative-Free Optimization.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 5MB]
[PDF, 5MB]
Rottmüller, Anian
(22. February 2023):
Small area estimation and georeferencing in the context of deficient data. Methodology and applications with data from the
Munich municipal statistics.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Sabanés-Bové, Daniel
(2009):
Predictive Assessment of Bayesian Hierarchical Models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Sale, Yusuf
(4. May 2022):
G-Framework in statistics. Nonlinear expectations for decision-making under uncertainty.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Sasahara, Ellen
(2016):
Variable Selection under
Measurement Error: Comparing
the Performance of Subset
Selection and Shrinkage Methods.
Bachelor,
Unspecified
[PDF, 358kB]
[PDF, 358kB]
Sauter, Nadja
(25. October 2022):
Domain transfer across country, time and modality in
multiclass-classification of political texts.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 6MB]
(Department of Statistics: Technical Reports) [PDF, 6MB]
Schalberger, Marc Oliver Franz
(27. March 2023):
Exponential Random Graph Models for Signed Networks: Implementation and Application.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Schalk, Daniel
(2018):
Efficient and Distributed Model-Based Boosting for Large Datasets.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Scharrer, Nina
(2016):
Impacts of the Total Survey Error
with a Focus on the Nonresponse Error
and its Handling.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Scheller, Philipp
(22. July 2020):
Visual Diagnostics for Bayesian Optimization.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 6MB]
(Department of Statistics: Technical Reports) [PDF, 6MB]
Scheppach, Amadeu
(6. December 2021):
Neural Architecture Search for Genomic Sequence Data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Scherl, Marcus
(2010):
Benchmarking of Cluster Indices.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 680kB]
[PDF, 680kB]
Schierholz, Malte
(2014):
Automating Survey Coding for Occupation.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Schlichting, Daniel
(7. June 2022):
Corrected Score Functions under Additive Berkson Error.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Schmelewa, Maria
(2014):
RELEVANCE OF SOCIAL MEDIA ANALYSIS FOR OPERATIONAL MANAGEMENT IN HEALTH INSURANCE.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 5MB]
[PDF, 5MB]
Schmid, Christian
(2015):
Analysis of Network Data
A Statistical Analysis of the International Arms Trade Network from 1950-2013.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Schneider, Lennart
(20. May 2021):
Model Based Quality Diversity Optimization.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 813kB]
[PDF, 813kB]
Schulz-Vanheyden, Lea
(22. September 2020):
Recovering network structure through Latent Space Models.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Schulze, Gerhard
(2017):
Clinical Outcome Prediction Based on Multi-Omics Data. Extension of IPF-LASSO.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 686kB]
(Department of Statistics: Technical Reports) [PDF, 686kB]
Schulze, Patrick
(17. December 2020):
Benchmarking down-scaled versions of large pre-trained language models.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 4MB]
(Department of Statistics: Technical Reports) [PDF, 4MB]
Schwaferts, Patrick
(2017):
Effects of Signal Dropout in
Resting-State fMRI Data of the Human
Connectome Project on Functional
Connectivity.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 4MB]
Schwarzbart, Johannes
(27. May 2021):
Analysis of Public Transport Connectivity and Different Places of Residence in Munich. Described by Rental Prices and the Isar.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Schweisthal, Jonas
(30. April 2022):
Self-supervised Learning Framework for Imbalanced Positive-Unlabeled Data.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 918kB]
(Department of Statistics: Technical Reports) [PDF, 918kB]
Schäfer, Juliana
(18. September 2019):
A simulation study to assess the impact of various measurement error characteristics on parameter
estimation in the Cox model - an application to
the Wismut cohort.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Senaweera, Oshada
(16. March 2020):
Active learning for entity alignment.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 11MB]
[PDF, 11MB]
Seußler Becerra, Daniel Alexander
(15. February 2023):
Identification of Health Risk Factors in Developing Countries using Intrinsic Model Selection Approaches.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Siemund, Karik
(16. March 2023):
Specification Search as a Combinatorial Optimization Problem: A Simulation.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Steinmüller, Sebastian
(2010):
Education in Developing Countries in the Framework of the Millennium Development Goals. The Issue of Missing Values and Methods of Statistical Imputation.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 429kB]
[PDF, 429kB]
Steyer, Lisa
(2017):
Adapting Support Vector Machines
to Generalised Interval Data:. Implementation of a Suitable Kernel for Convex Sets and its Comparison to a Minimax Approach.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Sturm, Bavo Frederik Gerhard
(31. July 2023):
Sensitivity of Binary Prediction Models to Boundary Shifts.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Szabo, Viktoria
(4. October 2022):
Algorithmic Profiling in the Austrian Labor Market. Performance and fairness evaluation of various model classes and variable sets.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Ta, Thuy Ngoc Phuong
(22. July 2020):
Comparison between two programming languages: R and Python.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
To, Xiao-Yin Janet
(23. December 2021):
Self-supervised Representation Learning for Genome Sequence Data.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Tu, Duy Patrick
(14. April 2020):
Towards fair budget-constrained machine learning.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Vieira da Costa Cunha, Nicholas
(11. April 2022):
Comparison of different approaches to solving sequential decision problems with applications to poker.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 658kB]
(Department of Statistics: Technical Reports) [PDF, 658kB]
Völpel, Felix
(20. June 2022):
Investigating a new approach to classification from statistical learning theory. Conditional probability estimation based on
statistical invariants.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 983kB]
(Department of Statistics: Technical Reports) [PDF, 983kB]
Wagner, Joshua
(24. March 2021):
Influence of Preprocessing on Deep Learning Models.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Wagner, Moritz
(5. May 2021):
Explaining Deep Survival Analysis Models for Heterogenous Data.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Weber, Philipp
(21. April 2023):
Uncertain Choices in Method Comparisons: An Illustration with t-SNE and UMAP.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Welchowski, Thomas
(2014):
Person parameter estimation in the polytomous Rasch model.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Wiedemann, Chiara
(15. July 2020):
On the multiplicity of analysis strategies and the resulting biased interpretations of a large-scale benchmark study.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Wiederkehr, Christoph
(11. July 2023):
Various approaches to deal with missing data when estimating causal effects with targeted maximum likelihood estimation.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Wiegrebe, Simon
(28. September 2021):
What next? Modeling human behavior using smartphone usage data and (deep) recommender systems.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Wimmer, Lisa
(October 2019):
A Hyper-Parameter-Tuned, Confidence-Weighted Collaborative Filtering Model for Implicit Feedback.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Winner, Theresa
(21. September 2023):
Mental Health Across Borders: A Global Investigation of the COVID-19 Pandemic.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Wünsch, Milena
(14. April 2022):
Over-Optimism in Gene Set Analyses: how does
the choice of methods and tools influence the
detection of enriched gene sets?
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Xu, Lisa
(4. July 2022):
Data-driven Lag-Lead Selection in the Context of Exposure-Lag-Response-Associations.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Yamakova, Mila
(1. March 2022):
Forecasting of COVID-19 bed occupancy in German intensive care units. A comparison between supervised learning and classical time series forecasting methods.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Yang, Rui
(2019):
A Comparative Simulation Study of Imputation Methods.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Zhang, Boyao
(2018):
Adaptive Step Length Selection in Gradient Boosting for Generalized Additive Models for Location, Scale and Shape.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Öztürk, Cem
(10. July 2020):
A comprehensive analysis of the use of deep learning models for forecasting the cross-section of stock returns.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Öztürk, Ibrahim Tolga
(28. September 2022):
How Different is Stereotypical Bias in Different
Languages? Analysis of Multilingual Language Models.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
German
Alflen, Paula
(9. November 2022):
Machine Learning auf anonymisierten Daten. Ein Vergleich verschiedener ML-Ansätze und Anonymisierungsverfahren.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Barth, Yvonne
(2015):
Segmentierung von Nutzern
der autoscout24.de-Plattform
unter Verwendung
clusteranalytischer Methoden.
Bachelor,
Unspecified
[PDF, 1MB]
[PDF, 1MB]
Bartke, Martin
(2009):
Auswirkungen des Rauchens auf die Lungenfunktion von Kindern und Jugendlichen – Eine Auswertung im Rahmen der SOLAR II-Studie -.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Bauer, Alexander
(2016):
Auswirkungen der Erdbebenquelldynamik auf den
zeitlichen Verlauf der Bodenbewegung.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 26MB]
Bauer, Andreas
(2015):
Cronbachs α im Kontext des Grundmodells der klassischen Testtheorie und darüber hinaus.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 502kB]
[PDF, 502kB]
Bauer, Bernhard
(29. February 2016):
Modellierung der Spielstärke von Fußballmannschaften mit ordinalen Paarvergleichsmodellen.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 629kB]
[PDF, 629kB]
Bayerstadler, Andreas
(2010):
Analyse potenzieller Einflussgrößen für das Auftreten pneumologischer Erkrankungen und Entwicklung eines zeitlich-räumlichen Prognosemodells.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 5MB]
[PDF, 5MB]
Berger, Moritz
(2013):
Boosting-Techniken zur Modellierung
itemmodifizierender Effekte in Item-
Response-Modellen.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Berger, Moritz
(2011):
Vergleich von Selektionskriterien für die Anzahl funktionaler Hauptkomponenten.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Berger, Thomas
(2016):
Multivariate dynamische
Modellierung
von Finanzmarktrisiken.
Bachelor,
Unspecified
[PDF, 923kB]
[PDF, 923kB]
Bihl, Christian
(16. November 2020):
Maximal selektierte Chi2-Statistiken zur Auswertung ordinaler Zielgrößen in randomisierten klinischen Studien.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 841kB]
(Department of Statistics: Technical Reports) [PDF, 841kB]
Bihl, Christian Reinhold
(2018):
Auswirkung der Parameterwahl auf die Variablenselektion im R-Paket "rbsurv".
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 564kB]
(Department of Statistics: Technical Reports) [PDF, 564kB]
Bitterlich, Manuela
(2010):
Herausforderungen bei der statistischen Analyse von Strukturbrüchen. Anwendung und Diskussion am Beispiel von Sozialindikatoren.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 493kB]
[PDF, 493kB]
Bitterlich, Manuela
(2013):
Regularisierte Schätzverfahren für
Bradley-Terry-Luce Modelle.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 6MB]
[PDF, 6MB]
Borzymowski, Henryk
(2019):
Automatische Textgenerierung für finanzielle Berichte.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 11MB]
[PDF, 11MB]
Bothmann, Ludwig
(2012):
Statistische Modellierung von EEG-abhängigen Stimuluseffekten in der fMRT-Analyse.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 44MB]
[PDF, 44MB]
Brandstetter, Lea
(8. October 2021):
Personalisierte Behandlungseffekte in der Therapie des Diabetes - Eine Meta-Analyse mit gemischten Modellen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 796kB]
[PDF, 796kB]
Casalicchio, Giuseppe
(2011):
Analyse von Flugdaten des Münchner Flughafen. Strukturbruchtests und Monitoring.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 930kB]
[PDF, 930kB]
Celik, Ender
(28. September 2015):
Erweiterung eines Testansatzes für die Variablenwichtigkeit in Random Forests.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Dandl, Susanne
(30. May 2016):
Empirischer Vergleich ordinaler Regressionsmodelle.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 693kB]
[PDF, 693kB]
Dankers, Cord Christian
(2016):
Die realisierte Volatilität und ihre Messgenauigkeit als erklärende Variablen in einem GARCH-X Modell.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 2MB]
Drießlein, David
(2013):
Penalisierungsansätze in ordinalen
Regressionsmodellen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Ecker, Christina
(27. September 2019):
Die computationale Wende in der Statistik. Wie hat sich die statistische Methodik und ihre Anwendung verändert.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Eifler, Fabian
(2011):
Analyse der Studierendenbefragung der Universitätsbibliothek München mithilfe von partitionierenden Clusterverfahren.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 483kB]
[PDF, 483kB]
Endres, Eva
(2014):
Pre-validation for assessing the added predictive value of high-dimensional molecular data in binary classification.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Erhart, Philipp
(22. August 2022):
Umbrüche in der Parteienlandschaft der Weimarer Republik als Anzeichen des Aufstiegs der NSDAP. Eine ökologische Analyse mit Hilfe komplexer Regressionsmodelle.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Frederik, Ludwigs
(2017):
Einfluss von Hyperparametern bei Support Vector Machines.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Fritz, Cornelius
(2016):
Explorative Datenvisualisierung mit Shiny in R.
Bachelor,
Unspecified
[PDF, 7MB]
[PDF, 7MB]
Fuchs, Robert
(2014):
Modellanalyse zur Schätzung der Wählerwanderung mit Schwerpunkt auf das multinomiale Logit Modell.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 426kB]
[PDF, 426kB]
Gauß, Jana
(8. September 2020):
Korrigierte Scorefunktionen unter
nichtnormalverteiltem Messfehler.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Gawron, Denise
(2014):
Reichtumsforschung in Deutschland - Herausforderung der Datengewinnung auf Basis messtheoretischer Grundlagen und Anwendung geeigneter statistischer Verfahren zur Analyse etablierter Datenquellen.
Bachelor,
Unspecified
[PDF, 964kB]
[PDF, 964kB]
Gerharz, Alexander
(2019):
Positionsbezogene Leistungsdatenanalyse von Fußballspielern.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 6MB]
(Department of Statistics: Technical Reports) [PDF, 6MB]
Greber, Andre
(2017):
Eine Modellbasierte Klassifikation von
Kundenbewertungen am Beispiel von
Hotelbewertungen aus dem Internet.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 796kB]
Gschwilm, Veronika
(2017):
Repräsentativität im Statistischen
Matching. Bewertung der Datenqualität fusionierter Datensätze im Rahmen einer Simulationsstudie.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 963kB]
Habereder, Barbara
(2015):
Expektile Regression.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Hahn, Maximilian
(5. February 2021):
Probabilistische Vorhersagen von Zähldaten-Zeitreihen.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 535kB]
(Department of Statistics: Technical Reports) [PDF, 535kB]
Hahn, Nico Felix
(2018):
„Defense wins championships“ ? - Analyse und Prognose der National Basketball Association.
Bachelor,
Unspecified
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Haller, Lorenz
(2016):
Kostensensitive
Entscheidungsbäume
für beobachtungsabhängige
Kosten.
Bachelor,
Unspecified
[PDF, 517kB]
[PDF, 517kB]
Hatz, Myriam
(2015):
Benchmarkanalyse
von Clustering-Verfahren mit
reellen Datens¨atzen.
Bachelor,
Unspecified
[PDF, 504kB]
[PDF, 504kB]
Hatz, Myriam
(2018):
Der Einfluss von mtry auf Random Forests.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 830kB]
(Department of Statistics: Technical Reports) [PDF, 830kB]
Holovchak, Anastasiia
(13. February 2020):
Interne Validierung für deskriptives Clustering von Genexpressionsdaten.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Hornung, Roman
(2011):
Analyse von Wildunfalldaten mit
Hilfe räumlicher Poissonprozesse.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 14MB]
Huber, Cynthia
(3. March 2016):
Flexible Mischungsmodelle zur Modellierung von Unsicherheit in ordinalen Regressionsmodellen.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Huber, Cynthia
(2013):
Spezifikation der Linkfunktionen in
diskreten Verweildauermodellen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 586kB]
[PDF, 586kB]
Huber, Elias Korbinian
(2018):
Klassifikation von Knochenumrissen mit Hilfe spezieller Abstandsmaße.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Hummrich, Katrin
(2016):
Testen und Schätzen individueller Behandlungseffekte bei hochdimensionalen Kandidaten-Biomarkern.
Master Thesis,
Unspecified
[PDF, 703kB]
[PDF, 703kB]
Hummrich, Katrin
(2013):
Vergleich mehrerer Verfahren für multiples Testen bei der Analyse volatiler organischer Komponenten verschiedener Bakterien und Pilze zur Erregerdifferenzierung.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 561kB]
[PDF, 561kB]
Hundt, Christina
(27. January 2021):
Vergleich von frequentistischen und Bayesianischen Verfahren für die Meta-Analyse von Studien mit wenigen Events.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 573kB]
(Department of Statistics: Technical Reports) [PDF, 573kB]
Höhler, Lea
(14. September 2020):
Analyse der Covid 19 Epidemie in Bayern. Zusammenhänge von Maßnahmen zur Eindämmung der Epidemie mit den täglichen Erkrankungsdaten.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Hölzl, Andreas
(2013):
Clusteranalyse zur Gruppierung von Items:
Strategien zur Auffindung von Faktorstrukturen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 4MB]
[PDF, 4MB]
Jahreis, Kathrin
(5. November 2015):
Measurement Error in LASSO - Analytical Results and a Simulation Study.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 6MB]
[PDF, 6MB]
Janitza, Silke
(2010):
Methoden der Veränderungsmessung basierend auf dem Rasch-Modell.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 561kB]
[PDF, 561kB]
Jordan, Pascal
(2010):
Nonparametrische Tests im Rasch-Modell - Teststärken unter verschiedenen Modellverletzungen.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 814kB]
[PDF, 814kB]
Jula, Christine
(2015):
Räumliche Modelle (Spatial Models).
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 13MB]
[PDF, 13MB]
Kaller, Tobias
(2019):
Analyse von Online-Mietwohnungsanzeigen.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Kammerer, Julia
(2010):
Parameterwahl beim Iterative Signature Algorithmus.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Kellerer, Maren
(28. October 2022):
Untersuchung von unentschlossenen Wählern. Ansätze zur adäquaten Berücksichtigung bei Vorwahlbefragungen und Verwendung für Prognosen an unterschiedlichen Zeitpunkten.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Klein, Benjamin
(2017):
Empirischer Vergleich von Amelia und Random Forest
bei Imputation von fehlenden Daten anhand einer
Simulationsstudie.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Klima, André
(2011):
Analyse von Wahlergebnissen in Deutschland 1924 - 1933.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 9MB]
[PDF, 9MB]
Kluge, Christian
(2010):
Anonymisierungsverfahren: Randverteilungen und ihr statistisches Analysepotential.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 875kB]
[PDF, 875kB]
Knebel, Alexandra
(7. January 2020):
Ermittlung der Güte und Power ausgewählter GOF-Tests mit Fokussierung auf den Randbereich einer Verteilung.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 939kB]
(Department of Statistics: Technical Reports) [PDF, 939kB]
Kobayashi, Carola
(2010):
Habitatmodelle für Fledermäuse in Bayern.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Koopmans, Sabrina
(2016):
Statistische Modellierung von
Klimasimulationsergebnissen zur
Berechnung der zugehörigen
Strahlungswirkung.
Master Thesis,
Unspecified
[PDF, 8MB]
[PDF, 8MB]
Kopecki, Petra
(2016):
Analyse der Wählerwanderung zwischen der
Oberbürgermeisterwahl (2015) und
Bundestagswahl (2013) in Mannheim
anhand von Aggregat- und Individualdaten.
Master Thesis,
Unspecified
[PDF, 7MB]
[PDF, 7MB]
Krätzschmar, Elisabeth
(29. March 2016):
Desktriptive Analyse von Netzwerken.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Krügel, Stefanie
(3. November 2015):
Change-Point-Schätzung bei Überlebensdauern von Intensivpatienten.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 820kB]
[PDF, 820kB]
Kühn, Tobias
(2014):
Implementierung und Evaluation ergänzender Korrekturmethoden für statistische Lernverfahren bei unbalancierten Klassifikationsproblemen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 711kB]
[PDF, 711kB]
Landgraf, Carina
(September 2016):
Messung der Vermögensungleichheit:
Vergleich der Datengrundlagen und Methoden.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Le, Khac Phuoc
(2011):
Bestimmung der Anzahl von Clustern mittels einer modifizierten GAP-Funktion.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 357kB]
[PDF, 357kB]
Le, Minh Anh
(23. September 2015):
Regressionskalibrierung versus korrigierte Scorefunktion - Ein Vergleich zweier Messfehlerkorrekturverfahren mittels einer Simulationsstudie.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Leneschmidt, Natalie
(27. November 2021):
Messung und Modellierung von Kreditausfallrisiken.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Litzka, Leonie
(2017):
Resampling-basierte Variablenselektion:
Wahl der Subsampling-Ratio.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 2MB]
Loewe, Felix
(28. April 2016):
Exponential Random Graph Modelling mit gewichteten Statistiken.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 261kB]
[PDF, 261kB]
Lu, Diwei
(2018):
Anwendung der Extremwerttheorie zur Schätzung des Value at Risks und des Expected Shortfalls.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Manuilova, Ekaterina
(2009):
Statistische Analysen von Assoziationsmaßen in der quantitativen Korpuslinguistik.
Bachelor,
Ludwig-Maximilians-Universität München
[ZIP, 660kB]
[ZIP, 660kB]
Mayer, Peter
(2011):
Multivariate Grafiken für PLS Pfadmodelle.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Mayer, Verena
(2017):
Alternative Infill-Kriterien für Random Forests
in Sequential Model-Based Optimization.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 4MB]
Meingast, Maximilian
(2013):
Affiliate Marketing:
Analyse zeitlicher Aspekte im
Online-Shopping.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Messer, Paul
(14. November 2019):
Versuchsplanung und Parameteroptimierung für geophysikalische Computersimulationsstudien.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 13MB]
[PDF, 13MB]
Mittermayer, Matthias
(2014):
Detection and Tracking of Mobile Channel Impulse Responses.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Molli, Philipp
(21. November 2022):
Einfluss von ESG Ratings als Faktor auf Aktienmarkt Renditen.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Müntefering, Eva-Maria
(2016):
Boosted Random Forest.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 627kB]
Müntefering, Eva-Maria
(2013):
Maximal selektierte x2-Statistiken zur
Untersuchung von Zero-Inflated Variablen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 800kB]
[PDF, 800kB]
Nalmpatian, Asmik
(2019):
Text Mining - Anwendung moderner Machine Learning Verfahren zur Analyse von Kundenrezensionen.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 14MB]
(Department of Statistics: Technical Reports) [PDF, 14MB]
Neppl, Hannah
(2017):
Migration 1996 - 2015 in der Landeshauptstadt München: Demographische und räumliche Strukturen.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 12MB]
Neumaier, Alexander
(2018):
Vergleich von Methoden zur Schätzung kausaler Effekte unter Einbeziehung von Shrinkage-Verfahren.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 636kB]
(Department of Statistics: Technical Reports) [PDF, 636kB]
Nguyen, Tran Hong Quan
(2018):
Zur Variablenselektion bei fehlerbehafteten Daten: korrigierte Score-Funktionen in Kombination mit dem LASSO-Verfahren.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 444kB]
(Department of Statistics: Technical Reports) [PDF, 444kB]
Nießl, Christina
(2017):
CLG Bayes-Netze versus Pfadmodelle -
Ein Vergleich zweier graphischer Modelle.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 897kB]
Obster, Fabian
(26. February 2020):
Flexibilisierung des modellbasierten Boosting durch Resampling und Regularisierung.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Oellinger, Birgit
(2010):
Funktionales Clustern von Transaktionsverläufen.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Otterbach, Hannah
(2014):
Geostatistik mit GRASS und R.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 5MB]
[PDF, 5MB]
Papavasiliou, Eleftheria
(20. October 2020):
Methoden zur Daten-Synthetisierung.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Peter, Jessica
(2018):
Datenerhebung bei Wohnungsmarktbarometern.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Pham, Thi Thuy
(8. July 2020):
Ein Vergleich der Programmiersprachen R und Julia.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 3MB]
(Department of Statistics: Technical Reports) [PDF, 3MB]
Pietsch, Robert
(2011):
Analyse der Studierendenbefragung der Universitätsbibliothek München mithilfe von Assoziationsregeln.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Pipiorke, Uwe
(2018):
Theorie und Anwendung der partiellen kleinste Quadrate Regression (PLS).
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Plaß, Julia
(2010):
Vom Konzept der Ungleichheit zur Armutsmessung.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 892kB]
[PDF, 892kB]
Poppe, Melanie
(2013):
Modellierung der Heterogenität in Bradley-Terry-Luce Modellen.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Racic-Rachinsky, Katrin Johanna
(2018):
Auswirkungen der Parameterwahl bei Random Forest.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 4MB]
(Department of Statistics: Technical Reports) [PDF, 4MB]
Raith, Julian Christoph
(29. January 2020):
Analyse des Bundesligafußballs anhand von Spielstatistiken.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 777kB]
(Department of Statistics: Technical Reports) [PDF, 777kB]
Ramadani, Gjeneta
(1. July 2021):
Untersuchung des Zusammenhangs zwischen der Dunkelziffer und der Teststrategie in der Ausbreitung von COVID-19 in Europa.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Rauch, Miriam
(2015):
Benfordabweichung - ein geeignetes statistisches Mittel um unvollkommenen Wettbewerb am
westaustralischen Benzinmarkt nachzuweisen?
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Reichert, Adrian
(2015):
Beeinflussen Interviewereffekte die Einkommensangabe in Befragungen?
Eine Analyse mithilfe administrativer Daten.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 619kB]
[PDF, 619kB]
Reichert, Armin
(2018):
Lasso-Inferenz bei multipel imputierten Daten.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Reusch, Dennis
(17. November 2021):
Analyse des Einflusses von Corona-
Einschränkungen auf Fußballspiele der Bundesliga anhand von Spielstatistiken.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 664kB]
[PDF, 664kB]
Rieger, Anna
(January 2011):
Spatio-temporale Aspekte des Screening-Programms für Kolonkarzinome in Bayern.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 4MB]
[PDF, 4MB]
Ring, Katharina
(2018):
Kausale Analysen auf fMRT-Daten.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Rottner, Thomas
(21. October 2015):
Entwicklung einer Energiemonitoring-Software für Big Data in der universitären Betriebstechnik mittels des relationalen Datenbankmanagementsystems MySQL und der Statistiksoftware R.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 4MB]
[PDF, 4MB]
Rubenbauer, Susanne
(2015):
Vergleich verschiedener Verfahren zur Datenimputation.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 640kB]
[PDF, 640kB]
Rupprecht, Teresa
(22. March 2022):
Triggering-Prozesse seismischer Aktivität. Fortgeschrittene Regressionsmodelle zur Analyse der Nachbebenproduktivität.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 2MB]
(Department of Statistics: Technical Reports) [PDF, 2MB]
Sale, Yusuf
(24. October 2019):
Robuste Minimax-Tests und eine Robustifizierung des Bayes-Faktors.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 865kB]
(Department of Statistics: Technical Reports) [PDF, 865kB]
Sauer, Michael
(2011):
Anwendung von Messmodellen bei der Analyse der Wirkung von Luftschadstoffen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Sauer, Stefan
(2010):
Behandlung fehlender Daten in der Faktorenanalyse.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 626kB]
[PDF, 626kB]
Scharrer, Nina
(2014):
Die Entwicklung der Randomized Response Technik bis hin zur Zusammenhangsanalyse.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 677kB]
[PDF, 677kB]
Schiele, Julia
(2010):
Habitatmodelle für Brutvögel in Bayern.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 717kB]
[PDF, 717kB]
Schlesinger, Thomas
(2011):
OpenStreetMap in R - Freie Räumliche Daten für geostatistische Analysen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Schmidt, Paul
(2010):
Automatische Segmentierung von zerebralen Läsionen auf multiplen MR-Bildern bei der Multiplen Sklerose.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 15MB]
[PDF, 15MB]
Schmoll, Melissa
(2018):
Entwicklung eines Bewertungssystems für Leistungen im Doppelkopf.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 348kB]
(Department of Statistics: Technical Reports) [PDF, 348kB]
Schneider, Stefanie
(2016):
Statistisch-linguistische Analyse alttestamentlicher Textkorpora.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Schober, Lena
(2010):
Klassifikation und Variablenselektion bei höherdimensionalen Daten unter Verwendung von Nearest Neighbor Ensembles.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 893kB]
[PDF, 893kB]
Scholbeck, Christian Alexander
(2018):
Interpretierbares Machine-Learning. Post-hoc modellagnostische Verfahren zur Bestimmung von Prädiktoreffekten in Supervised-Learning-Modellen.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 7MB]
[PDF, 7MB]
Schweikl, Felix
(12. July 2021):
Boosting-basierende Modellierung des Aufstiegs der NSDAP in der Weimarer Republik unter besonderer Berücksichtigung von Interaktionen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 5MB]
[PDF, 5MB]
Schweisthal, Jonas
(2019):
Prädiktion mit Alters-Perioden-Cohorten-Modellen.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 568kB]
(Department of Statistics: Technical Reports) [PDF, 568kB]
Schwitulla, Judith
(2010):
Evaluierung von Feature-Selektionsmethoden in Mammographie-Screeningdaten.
Diploma Thesis,
Ludwig-Maximilians-Universität München
[PDF, 681kB]
[PDF, 681kB]
Sehic, Alma
(2015):
Eine empirische Studie zum Einfluss von
Ausreißern auf Resampling-basierte
Variablenselektion bei multipler
Regression.
Bachelor,
Unspecified
[PDF, 1MB]
[PDF, 1MB]
Seiler, Moritz
(2017):
Statistical Shape Analysis unter
Verwendung der Independent
Component Analysis:
Ein methodischer Vergleich.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Semenenko, Nataliia
(2018):
Bayesianische Ansätze zur Integration von externen Daten und Szenarien in die OpRisk-Messung mit Anwendungen.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Sieber, Christina
(2017):
Quantifizierung des Priori-Einflusses in Bayesianischen
Modellen mittels der Kullback-Leibler-Distanz.
Bachelor,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 2MB]
Singer, Andreas
(2015):
Vergleich von multiplikativen und additiven
Mietspiegeln.
Bachelor,
Unspecified
[PDF, 1MB]
[PDF, 1MB]
Speidel, Matthias
(2010):
Statistische Effzienzmessung in der Energie-Verteilung.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 446kB]
[PDF, 446kB]
Steinherr, Tobias
(2018):
Sentimentanalyse bei literarischen Werken am Beispiel Fjodor Dostojewski.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 14MB]
(Department of Statistics: Technical Reports) [PDF, 14MB]
Steinherr, Tobias
(2015):
Simulationsstudie zum Gütevergleich ausgewählter Hypothesentests unter potentiell problematischen Datensituationen-
Betrachtung von Wilcoxon-Vorzeichen-Rang-, Vorzeichen- und t-Test im Einstichprobenfall.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 639kB]
[PDF, 639kB]
Stelz, Franz Xaver
(2014):
Saison-Trend-Zerlegung von Zeitreihen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 804kB]
[PDF, 804kB]
Stermann, Fabian
(11. May 2021):
Einfluss von Abhängigkeitsstrukturen auf Clustering Performance nach Dimensionsreduktion.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Stuckart, Claudia
(2010):
Ansätze zur Modellierung von Messwiederholungen mit kategorialen Responsevariablen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 398kB]
[PDF, 398kB]
Stuckart, Claudia
(2012):
Methoden des Elastic Net zur sparsamen Variablenselektion und deren Anwendung in der Genetik.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Stüber, Anna Theresa
(2019):
Methodik, Anwendung und Interpretation moderner Benchmark-Studien am Beispiel der Risikomodellierung bei akuter Cholangitis.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Szabo, Viktoria
(28. July 2020):
Zutatenbasierte Empfehlungssysteme für Rezepte.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 11MB]
[PDF, 11MB]
Tang, Jui Andreas
(2018):
Evidential frameworks zur statistischen Inferenz mit Anwendung auf die Analyse von Einflüssen auf Sectio-Raten.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 765kB]
(Department of Statistics: Technical Reports) [PDF, 765kB]
Thomas, Janek
(22. February 2016):
Stability selection for component-wise gradient boosting in multiple dimensions.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Uhlmann, Lorenz
(2011):
Regularisierungsmethoden zur Merkmalsauswahl in kategorialen Responsemodellen.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 495kB]
[PDF, 495kB]
Ungar, Tobias
(2014):
Die Wirkung der Einführung der Umweltzone in Berlin auf die Feinstaubexposition. Modellierung von stündlichen Daten aus verschiedenen Messstationen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Vogt, Felix
(2014):
Risikomanagement für Variable Annuitäten.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 3MB]
[PDF, 3MB]
Völkl, Johanna
(2015):
Modelluntersuchung bei Anwendung von Lasso auf Bootstrap-Stichproben.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 695kB]
[PDF, 695kB]
Völkl, Vera
(2013):
Ein Regressionsmodell zur
Untersuchung des Effektes von
Datensatzcharakteristiken
auf die relative Güte von
Prädiktionsalgorithmen
mit Anwendung auf
50 Microarray-Studien.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 723kB]
[PDF, 723kB]
Weiß, Andreas
(2017):
Wahlmanipulation in der Social Choice Theory:
Kritische Betrachtung und Simulation unter
verschiedenen Wahlszenarien.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 2MB]
Wenzler, Germaine
(2013):
Real-Data-Beispiele in Biostatistik- und
Bioinformatik-Fachzeitschriften:
Ein Survey.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 532kB]
[PDF, 532kB]
Westermeier, Thomas
(2019):
Multi-Class Classification: Vergleich von Support Vector Machine mit anderen ausgewählten Algorithmen.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 1MB]
(Department of Statistics: Technical Reports) [PDF, 1MB]
Wiederkehr, Christoph
(8. September 2020):
Simulationsstudie zur Sensitivität von Regressionsmodellen unter verschiedenen Fehlendmechanismen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Wimmer, Valentin
(2009):
Statistische Analysen zu Training und Leistung im Skisprung.
Master Thesis,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Winter, Ben
(2017):
Schätzalgorithmen in Exponential Random Graph
Modellen.
Master Thesis,
Faculty of Mathematics, Computer Science and Statistics, Ludwig-Maximilians-Universität München.
[PDF, 1MB]
Wißkott, Ruben Camillo
(20. March 2020):
Das Complementary-log-log Modell zur Schätzung von ROC-Kurven diagnostischer Studien.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 426kB]
(Department of Statistics: Technical Reports) [PDF, 426kB]
Wulf, Jasmin
(14. March 2022):
Vergleichsstudie von Random Forest-Varianten für ordinalen Response bezüglich verschiedener Variablenwichtigkeits- und Klassifikationsgütemaße.
Master Thesis,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 978kB]
(Department of Statistics: Technical Reports) [PDF, 978kB]
Wunder, Johannes
(2014):
Analyse des Verhaltens verschiedener Clusterverfahren nach Imputation fehlender Daten.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 2MB]
[PDF, 2MB]
Wöhl, Nils
(15. November 2021):
Analyse der Erfolsfaktoren im europäischen Vereinsfußball.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 5MB]
(Department of Statistics: Technical Reports) [PDF, 5MB]
Zeis, Klara
(2013):
Was sind die Risikofaktoren für Rehe, vom Luchs gerissen zu werden? Analysen unter Verwendung von Cox - Modellen mit zeitvariierenden Kovariablen.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 1MB]
[PDF, 1MB]
Zelinka, Lena
(14. April 2022):
Ein Vergleich verschiedener multivariater Methoden anhand von Daten zu den Gesundheitsverhältnissen in den OECD-Ländern.
Bachelor,
Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 856kB]
(Department of Statistics: Technical Reports) [PDF, 856kB]
Zink, Katharina
(2010):
Habitatmodelle für Heuschrecken in Bayern.
Bachelor,
Ludwig-Maximilians-Universität München
[PDF, 657kB]
[PDF, 657kB]