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20172022
most citedVariance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy

57 citations

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stat.AP2022★ 57 cited

Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy

Samuele Lo Piano, Federico Ferretti, Arnald Puy +2

Variance-based sensitivity indices have established themselves as a reference among practitioners of sensitivity analysis of model outputs. A variance-based sensitivity analysis ty…

stat.AP2019★ 52 cited

A sensitivity analysis of the PAWN sensitivity index

Arnald Puy, Samuele Lo Piano, Andrea Saltelli

The PAWN index is gaining traction among the modelling community as a sensitivity measure. However, the robustness to its design parameters has not yet been scrutinized: the size (…

stat.AP2017★ 6 cited

A new sample-based algorithms to compute the total sensitivity index

Samuele Lo Piano, Federico Ferretti, Arnald Puy +3

Variance-based sensitivity indices have established themselves as a reference among practitioners of sensitivity analysis of model output. It is not unusual to consider a variance-…