16 citations · 32 across the 11 of their papers we have counts for
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stat.CO2014
Randomized pick-freeze for sparse Sobol indices estimation in high dimension
Yohann De Castro, Alexandre Janon
This article investigates a new procedure to estimate the influence of each variable of a given function defined on a high-dimensional space. More precisely, we are concerned with…
stat.CO2011★ 5 cited
Confidence intervals for sensitivity indices using reduced-basis metamodels
Alexandre Janon, Maëlle Nodet, Clémentine Prieur
Global sensitivity analysis is often impracticable for complex and time demanding numerical models, as it requires a large number of runs. The reduced-basis approach provides a way…