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stat.CO2009
Global sensitivity analysis for models with spatially dependent outputs
Amandine Marrel, Bertrand Iooss, Michel Jullien +2
The global sensitivity analysis of a complex numerical model often calls for the estimation of variance-based importance measures, named Sobol' indices. Metamodel-based techniques…
stat.CO2009
Latin hypercube sampling with inequality constraints
Matthieu Petelet, Bertrand Iooss, Olivier Asserin +1
In some studies requiring predictive and CPU-time consuming numerical models, the sampling design of the model input variables has to be chosen with caution. For this purpose, Lati…