9 citations · 13 across the 3 of their papers we have counts for
4 papers
Spectral clustering of Markov chain transition matrices with complex eigenvalues
Anna-Simone Frank, Alexander Sikorski, Susanna Röblitz
The Robust Perron Cluster Analysis (PCCA+) has become a popular spectral clustering algorithm for coarse-graining transition matrices of nearly decomposable Markov chains with tran…
Empirical Bayes Methods for Prior Estimation in Systems Medicine
Ilja Klebanov, Alexander Sikorski, Christof Schütte +1
One of the main goals of mathematical modeling in systems medicine related to medical applications is to obtain patient-specific parameterizations and model predictions. In clinica…
Objective Priors in the Empirical Bayes Framework
Ilja Klebanov, Alexander Sikorski, Christof Schütte +1
When dealing with Bayesian inference the choice of the prior often remains a debatable question. Empirical Bayes methods offer a data-driven solution to this problem by estimating…
Parameter identification in large kinetic networks with BioPARKIN
Thomas Dierkes, Susanna Röblitz, Moritz Wade +1
Modelling, parameter identification, and simulation play an important role in systems biology. Usually, the goal is to determine parameter values that minimise the difference betwe…