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stat.ME2008
Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs
Sébastien Da Veiga, François Wahl, Fabrice Gamboa
Sensitivity indices when the inputs of a model are not independent are estimated by local polynomial techniques. Two original estimators based on local polynomial smoothers are pro…
stat.ME2008
Global Sensitivity Analysis of Stochastic Computer Models with joint metamodels
Bertrand Iooss, Mathieu Ribatet, Amandine Marrel
The global sensitivity analysis method, used to quantify the influence of uncertain input variables on the response variability of a numerical model, is applicable to deterministic…