218 citations · 371 across the 5 of their papers we have counts for
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stat.AP2014★ 33 cited
Quantifying intrinsic and extrinsic noise in gene transcription using the linear noise approximation: An application to single cell data
Bärbel Finkenstädt, Dan J. Woodcock, Michal Komorowski +4
A central challenge in computational modeling of dynamic biological systems is parameter inference from experimental time course measurements. However, one would not only like to i…
stat.AP2011★ 218 cited
Sensitivity, robustness and identifiability in stochastic chemical kinetics models
Michal Komorowski, Maria J. Costa, David A. Rand +1
We present a novel and simple method to numerically calculate Fisher Information Matrices for stochastic chemical kinetics models. The linear noise approximation is used to derive…