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>.
| Version: | 1.1.6 |
| Depends: | R (≥ 3.5.0) |
| Imports: | boot (≥ 1.3.20),data.table (≥ 1.12.0),ggplot2 (≥ 3.1.0),lhs (≥ 1.0.2),magrittr (≥ 1.5),matrixStats (≥ 0.54.0),randtoolbox (≥ 1.17.1),deSolve (≥ 1.27.1),Rdpack (≥2.1.2),Rfast (≥ 2.0.1),rlang (≥ 0.3.1),scales (≥ 1.0.0), stats,stringr (≥ 1.4.0), utils,Rcpp |
| LinkingTo: | Rfast,Rcpp,RcppArmadillo |
| Suggests: | knitr,rmarkdown,testthat (≥ 2.1.0),covr |
| Published: | 2025-07-24 |
| DOI: | 10.32614/CRAN.package.sensobol |
| Author: | Arnald Puy [aut, cre], Bertrand Ioos [ctb] (Author of included 'sensitivity' fragments), Gilles Pujol [ctb] (Author of included 'sensitivity' fragments), RStudio [cph] (Copyright holder of included 'sensitivity' fragments) |
| Maintainer: | Arnald Puy <arnald.puy at pm.me> |
| BugReports: | https://github.com/arnaldpuy/sensobol/issues |
| License: | GPL-3 |
| URL: | https://github.com/arnaldpuy/sensobol |
| NeedsCompilation: | yes |
| Citation: | sensobol citation info |
| Materials: | README,NEWS |
| CRAN checks: | sensobol results |