Sensitivity analysis: from model parameters to system behaviour

Essays Biochem. 2008:45:177-93. doi: 10.1042/BSE0450177.

Abstract

Sensitivity analysis addresses the manner in which model behaviour depends on model parametrization. Global sensitivity analysis makes use of statistical tools to address system behaviour over a wide range of operating conditions, whereas local sensitivity analysis focuses attention on a specific set of nominal parameter values. This narrow focus allows a complete analytical treatment and straightforward interpretation in the local case. Sensitivity analysis is a valuable tool for model construction and interpretation, and can be applied in medicine and biotechnology to predict the effect of interventions.

Publication types

  • Review

MeSH terms

  • Animals
  • Humans
  • Models, Biological*
  • Systems Biology*