The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

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>.

Version: 1.1.5
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: 2024-02-21
DOI: 10.32614/CRAN.package.sensobol
Author: Arnald Puy ORCID iD [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

Documentation:

Reference manual: sensobol.pdf
Vignettes: author2019mypaper

Downloads:

Package source: sensobol_1.1.5.tar.gz
Windows binaries: r-devel: sensobol_1.1.5.zip, r-release: sensobol_1.1.5.zip, r-oldrel: sensobol_1.1.5.zip
macOS binaries: r-release (arm64): sensobol_1.1.5.tgz, r-oldrel (arm64): sensobol_1.1.5.tgz, r-release (x86_64): sensobol_1.1.5.tgz, r-oldrel (x86_64): sensobol_1.1.5.tgz
Old sources: sensobol archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=sensobol to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.