130 citations · 246 across the 2 of their papers we have counts for
2 papers
physics.data-an2012★ 116 cited
Joining Forces of Bayesian and Frequentist Methodology: A Study for Inference in the Presence of Non-Identifiability
Andreas Raue, Clemens Kreutz, Fabian Joachim Theis +1
Increasingly complex applications involve large datasets in combination with non-linear and high dimensional mathematical models. In this context, statistical inference is a challe…
physics.data-an2011★ 130 cited
Likelihood based observability analysis and confidence intervals for predictions of dynamic models
Clemens Kreutz, Andreas Raue, Jens Timmer
Mechanistic dynamic models of biochemical networks such as Ordinary Differential Equations (ODEs) contain unknown parameters like the reaction rate constants and the initial concen…