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Research

My research is in the area of stochastic modeling and statistical analysis of biological processes, and comprises development, assessment and application of statistical models and tools. I use mathematical models ranging from (non)linear regression, Markov and hidden Markov models to non-Markovian counting processes, and frequentist as well as Bayesian estimation techniques. My main interest is in modeling cellular and genetic networks with a special focus on neuroscience applications.

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