sensobol: an R package to compute variance-based sensitivity indices
Sensobol 1.0.0 is already in CRAN, and a detailed vignette can be found in CRAN
and in arXiv: https://arxiv.org/abs/2101.10103
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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