129 citations · 497 across the 43 of their papers we have counts for
4 papers · 2 filters
Sensitivity analysis using perturbed-law based indices for quantiles and application to an industrial case
Roman Sueur, Bertrand Iooss, Thibault Delage
In this paper, we present perturbed law-based sensitivity indices and how to adapt them for quantile-oriented sensitivity analysis. We exhibit a simple way to compute these indices…
Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol' indices, numerical estimation and applications
Bertrand Iooss, Clémentine Prieur
The global sensitivity analysis of a numerical model aims to quantify, by means of sensitivity indices estimate, the contributions of each uncertain input variable to the model out…
An efficient methodology for the analysis and modeling of computer experiments with large number of inputs
Bertrand Iooss, Amandine Marrel
Complex computer codes are often too time expensive to be directly used to perform uncertainty, sensitivity, optimization and robustness analyses. A widely accepted method to circu…
Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes
Bertrand Iooss, Loïc Le Gratiet
A functional risk curve gives the probability of an undesirable event as a function of the value of a critical parameter of a considered physical system. In several applicative sit…