Sampling plans for the estimation of moment-independent importance measures

CASTAINGS, William; BORGONOVO, Emanuele; TARANTOLA, Stefano

doi:10.1016/j.sbspro.2010.05.151

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Sampling plans for the estimation of moment-independent importance measures

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.

CASTAINGS William; BORGONOVO Emanuele; TARANTOLA Stefano;

2011-03-21

Elsevier

JRC62988

1877-0428,

https://publications.jrc.ec.europa.eu/repository/handle/JRC62988,

10.1016/j.sbspro.2010.05.151,

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