Ballnus, Benjamin
Development and Evaluation of Sampling-based Parameter Estimation Methods for Dynamic Biological Processes
2019
Dissertation
149 p.

Büttner, Maren
Statistical data integration for single-cell RNA-sequencing - batch effect correction and lineage inference
2019
Dissertation
185 p.

Krautenbacher, Norbert
Learning on complex, biased, and big data: disease risk prediction in epidemiological studies and genomic medicine on the example of childhood asthma
2018
Dissertation
186 p.

Klinger, Emmanuel G.
Approximate Bayesian Model Selection for Local Cortical Networks at Cellular Resolution
2018
Dissertation
161 p.

Laimighofer, Michael
Statistical learning for prediction of Type 1 Diabetes using clinical risk factors and omics data
2018
Dissertation
130 p.

Kazeroonian, Atefeh
Studying the dynamics of stochastic biochemical processes using generalised moment closure approximations
2018
Dissertation
126 p.

Haghverdi, Laleh
Geometric Diffusions for Reconstruction of Cell Differentiation Dynamics
2016
Dissertation
138 p.

Hroß, Sabrina
Parameter estimation and uncertainty quantification for image based systems biology
2016
Dissertation
130 p.

Blasi, Thomas
Data-driven statistical learning to model cellular heterogeneity
2016
Dissertation
178 p.

Kondofersky, Ivan
Statistical modelling of functional data from biological systems
2016
Dissertation
171 p.