R package sensobol: Computation of Variance-Based Sensitivity Indices. It allows to rapidly compute, bootstrap and plot up to third-order Sobol’-based sensitivity indices using several state-of-the-art first and total-order estimators. Sobol’ indices can be computed either for models that yield a scalar as a model output or for systems of differential equations. The package also provides a suit of benchmark tests functions and several options to obtain publication-ready figures of the model output uncertainty and sensitivity-related analysis.
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References in zbMATH (referenced in 1 article , 1 standard article )
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- Arnald Puy, Samuele Lo Piano, Andrea Saltelli, Simon A. Levin: sensobol: an R package to compute variance-based sensitivity indices (2021) arXiv