StochSens is a Matlab package, that implements sensitivity analysis for stochastic chemical systems using the concept of the Fisher Information Matrix. It uses the linear noise approximation to represent the Fisher Information Matrix in terms of solutions of ordinary differential equations. It allows for a quick computation of the Information Matrix for the stochastic systems without the need for Monte Carlo simulations.
Keywords for this software
References in zbMATH (referenced in 3 articles )
Showing results 1 to 3 of 3.
- Feigelman, Justin; Weindl, Daniel; Theis, Fabian J.; Marr, Carsten; Hasenauer, Jan: LNA++: linear noise approximation with first and second order sensitivities (2018)
- Weilong Hu; Yannis Pantazis; Markos Katsoulakis: ISAP-MATLAB Package for Sensitivity Analysis of High-Dimensional Stochastic Chemical Networks (2018) not zbMATH
- Hooker, Giles; Lin, Kevin K.; Rogers, Bruce: Control theory and experimental design in diffusion processes (2015)