Crandore Hub

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>.

Versions across snapshots

VersionRepositoryFileSize
1.1.8 rolling linux/jammy R-4.5 sensobol_1.1.8.tar.gz 1.4 MiB
1.1.8 rolling linux/noble R-4.5 sensobol_1.1.8.tar.gz 1.4 MiB
1.1.8 rolling source/ R- sensobol_1.1.8.tar.gz 2.5 MiB
1.1.8 latest linux/jammy R-4.5 sensobol_1.1.8.tar.gz 1.4 MiB
1.1.8 latest linux/noble R-4.5 sensobol_1.1.8.tar.gz 1.4 MiB
1.1.8 latest source/ R- sensobol_1.1.8.tar.gz 2.5 MiB
1.1.8 2026-04-26 source/ R- sensobol_1.1.8.tar.gz 2.5 MiB
1.1.8 2026-04-23 source/ R- sensobol_1.1.8.tar.gz 2.5 MiB
1.1.8 2026-04-09 windows/windows R-4.5 sensobol_1.1.8.zip 1.7 MiB
1.1.5 2025-04-20 source/ R- sensobol_1.1.5.tar.gz 2.5 MiB

Dependencies (latest)

Imports

LinkingTo

Suggests