Sectional global sensitivity measures

S. Pannier and W. Graf

Reliability Engineering and System Safety, 2015, vol. 134, issue C, 110-117

Abstract: In this paper the approach of sectional sensitivity measures is introduced. Opposite to well-known global sensitivity measures not only a singleton value is provided to appraise the functional input–output interrelation but rather a more detailed description of these interrelation is enabled. Therefore, the domain of definition (input space) and/or the codomain (result space) are subdivided in a finite number of subdomains/subranges. The evaluation of global sensitivity measures in these subdomains/subranges allows for a proper appraisal of the functional interrelation in local regions.

Keywords: Sectional global sensitivity measures; Importance factor; Global sensitivity measure; Derivative based global sensitivity measure; Regional sensitivity measure (search for similar items in EconPapers)
Date: 2015
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (2)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:reensy:v:134:y:2015:i:c:p:110-117

DOI: 10.1016/j.ress.2014.09.009

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