118 citations · 169 across the 13 of their papers we have counts for
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Quantile based global sensitivity measures
Sergei Kucherenko, Shufang Song
New global sensitivity measures based on quantiles of the output are introduced. Such measures can be used for global sensitivity analysis of problems in which quantiles are explic…
Different numerical estimators for main effect global sensitivity indices
Sergei Kucherenko, Shufang Song
The variance-based method of global sensitivity indices based on Sobol sensitivity indices became very popular among practitioners due to its easiness of interpretation. For comple…
Derivative-based global sensitivity measures and their link with Sobol sensitivity indices
S. Kucherenko, S. Song
The variance-based method of Sobol sensitivity indices is very popular among practitioners due to its efficiency and easiness of interpretation. However, for high-dimensional model…
Sobol' indices for problems defined in non-rectangular domains
S. Kucherenko, O. V. Klymenko, N. Shah
A novel theoretical and numerical framework for the estimation of Sobol sensitivity indices for models in which inputs are confined to a non-rectangular domain (e.g., in presence o…