An introduction to sensitivity assessment of simulation models ?
A concise introductory overview of sensitivity assessment (SA) methods for simulation models is given. A broad selection of methods is introduced informally and with no more mathematics than necessary. The motivation of the methods, their scope and their limitations are discussed. Derivative-based SA, algebraic SA, SA of dynamical models, sampled SA, regional SA and SA by emulation are outlined.
simulation models overview emulators sensitivity analysis algebraic sensitivity analysis sensitivity index