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

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

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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.

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

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

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

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

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

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

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