BIOSS
Centre for Biological Signalling Studies

Comparison of approaches for parameter identifiability analysis of biological systems

29.01.2014

Raue A, Karlsson J, Saccomani MP, Jirstrand M, Timmer J.

Bioinformatics. 2014;30(10):1440-8

Bioinformatics              online article

Modeling of dynamical systems using ordinary differential equations is a popular approach in the field of Systems Biology. We performed a case study using three current approaches for structural identifiability analysis for an application from cell biology. We discuss strength and weaknesses of each of them and illustrate how they can be applied to real world problems.