339 citations · 845 across the 16 of their papers we have counts for
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physics.data-an2021★ 3 cited
Detecting frequency modulation in stochastic time series data
Adrian L. Hauber, Christian Sigloch, Jens Timmer
We propose a new statistical test to identify non-stationary frequency-modulated stochastic processes from time series data. Our method uses the instantaneous phase as a discrimina…
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…