sensobol
Computation of Variance-Based Sensitivity Indices
It allows to rapidly compute, bootstrap and plot up to fourth-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. An overview of the package can be found in Puy et al. (2022) doi:10.18637/jss.v102.i05.
- Version1.1.5
- R version≥ 3.5.0
- LicenseGPL-3
- Needs compilation?Yes
- sensobol citation info
- Last release02/21/2024
Documentation
Team
Arnald Puy
RStudio
Show author detailsRolesCopyright holderGilles Pujol
Show author detailsRolesContributorBertrand Ioos
Show author detailsRolesContributor
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- Imports14 packages
- Suggests4 packages
- Linking To3 packages