Title: Sampling plans for the estimation of moment-independent importance measures
Authors: CASTAINGS WilliamBORGONOVO EmanueleTARANTOLA Stefano
Citation: Procedia - Social and Behavioural Sciences vol. 2 no. 6 p. 7629-7630
Publisher: Elsevier
Publication Year: 2010
JRC Publication N°: JRC62988
ISSN: 1877-0428
URI: http://publications.jrc.ec.europa.eu/repository/handle/JRC62988
DOI: 10.1016/j.sbspro.2010.05.151
Type: Contributions to Conferences
Abstract: The numerical and computational aspects underlying the approximation of moment independent sensitivity measures are discussed. Sampling plans based on column substitution and column permutations are evaluated and compared for both analytical test cases and a practical application. The influence of the sampling strategy (simple random, latin hypercube or quasi-random sequences) is investigated.
JRC Institute:Institute for the Protection and Security of the Citizen

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