Basic sensitivity analysis methods: applied to the COPERT III road traffic emission model
(English)Manuscript (Other academic)
Many complex systems are simulated in models, and these models are hard to evaluate completely. For example, the sensitivity of the model output for different inputs is seldom analyzed. This paper provides an introduction to sensitivity analysis and proposes some basic sensitivity analysis methods. The results are important, for example, in choosing a sampling scheme. Themethods are applied to the COPERT III model, and the sensitivity results are compared and discussed. Certain theoretical results simplify the sensitivity analysis in a special case, and the paper ends by recommending a method.
IdentifiersURN: urn:nbn:se:liu:diva-14296OAI: oai:DiVA.org:liu-14296DiVA: diva2:23141