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cs.IT2014
Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics
Anastasios Tsourtis, Yannis Pantazis, Markos A. Katsoulakis +1
In this paper we extend the parametric sensitivity analysis (SA) methodology proposed in Ref. [Y. Pantazis and M. A. Katsoulakis, J. Chem. Phys. 138, 054115 (2013)] to continuous t…
cs.IT2013
Parametric Sensitivity Analysis for Biochemical Reaction Networks based on Pathwise Information Theory
Yannis Pantazis, Markos A. Katsoulakis, Dionisios G. Vlachos
Stochastic modeling and simulation provide powerful predictive methods for the intrinsic understanding of fundamental mechanisms in complex biochemical networks. Typically, such ma…