<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Computation of Variance-Based Sensitivity Indices</dc:title>
  <dc:title>R package sensobol version 1.2.0</dc:title>
  <dc:description>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) &lt;doi:10.18637/jss.v102.i05&gt;. </dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5.0)</dc:relation>
  <dc:relation>Imports: boot (&gt;= 1.3.20), data.table (&gt;= 1.12.0), ggplot2 (&gt;= 3.1.0),
lhs (&gt;= 1.0.2), magrittr (&gt;= 1.5), matrixStats (&gt;= 0.54.0),
randtoolbox (&gt;= 1.17.1), deSolve (&gt;= 1.27.1), Rdpack (&gt;=
2.1.2), Rfast (&gt;= 2.0.1), rlang (&gt;= 0.3.1), scales (&gt;= 1.0.0),
stats, stringr (&gt;= 1.4.0), utils, Rcpp</dc:relation>
  <dc:relation>LinkingTo: Rfast, Rcpp, RcppArmadillo,</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, testthat (&gt;= 2.1.0), covr</dc:relation>
  <dc:creator>Arnald Puy &lt;arnald.puy@pm.me&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Arnald Puy [aut, cre] (ORCID: &lt;https://orcid.org/0000-0001-9469-2156&gt;),
  Bertrand Ioos [ctb] (Author of included 'sensitivity' fragments),
  Gilles Pujol [ctb] (Author of included 'sensitivity' fragments),
  RStudio [cph] (Copyright holder of included 'sensitivity' fragments)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-07-17</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=sensobol</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.sensobol</dc:identifier>
</oai_dc:dc>
