5 citations · 8 across the 3 of their papers we have counts for
3 papers
math.ST2023★ 3 cited
Sensitivity analysis from a single input/output sample
Sébastien Da Veiga, Fabrice Gamboa, Thierry Klein +2
The main objective of this paper is to estimate optimally Sobol' indices at any order when a unique input/output i.i.d.\ sample is available. Our approach stands on three main ingr…
stat.AP2013
Sensitivity indices for multivariate outputs
Fabrice Gamboa, Alexandre Janon, Thierry Klein +1
We define and study a generalization of Sobol sensitivity indices for the case of a vector output.
stat.AP2013★ 5 cited
Statistical inference for Sobol pick freeze Monte Carlo method
Fabrice Gamboa, Alexandre Janon, Thierry Klein +2
Many mathematical models involve input parameters, which are not precisely known. Global sensitivity analysis aims to identify the parameters whose uncertainty has the largest impa…