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)
- Version1.1.5
- R version≥ 3.5.0
- LicenseGPL-3
- Needs compilation?Yes
- sensobol citation info
- Last release02/21/2024
Documentation
Team
Arnald Puy
Bertrand Ioos
Show author detailsRolesContributorGilles Pujol
Show author detailsRolesContributorRStudio
Show author detailsRolesCopyright holder
Insights
Last 30 days
Last 365 days
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Depends1 package
- Imports14 packages
- Suggests4 packages
- Linking To3 packages