IDEAS: a parameter identification toolbox with symbolic analysis of uncertainty and its application to biological modelling
Résumé
IDEAS (Identification and Analysis of Sensitivity) is a Matlab toolbox that automatically estimates parameters of ODE models and assesses their uncertainty, via a symbolic computation of the sensitivity functions. The use of the toolbox is illustrated on a reallife biological model, in the field of microbiology. IDEAS helped improving the model structure, by revealing a lack of practical identifiability that may have not been noticed otherwise.
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