Package: sensobol
Title: Computation of Variance-Based Sensitivity Indices
Version: 1.1.0
Authors@R: c(person(given = "Arnald", 
                    family = "Puy",
                    role = c("aut", "cre"),
                    email = "arnald.puy@pm.me", 
                    comment = c(ORCID = "https://orcid.org/0000-0001-9469-2156")), 
            person("Bertrand", "Ioos", 
                    role = "ctb", 
                    comment = "Author of included 'sensitivity' fragments"), 
            person("Gilles", "Pujol", 
                    role = "ctb", 
                    comment = "Author of included 'sensitivity' fragments"), 
            person("RStudio", 
                    role = "cph", 
                    comment = "Copyright holder of included 'sensitivity' fragments"))
Maintainer: Arnald Puy <arnald.puy@pm.me>
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 Sobol'-based sensitivity indices can be found in Saltelli et al. (2008, ISBN:9780470059975) and in Puy, Lo Piano, Saltelli, and Levin (2021) <arXiv:2101.10103>.
License: GPL-3
Encoding: UTF-8
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
RdMacros: Rdpack
Depends: R (>= 3.5.0)
RoxygenNote: 7.1.1
Suggests: knitr, rmarkdown, testthat (>= 2.1.0), covr
VignetteBuilder: knitr
URL: https://github.com/arnaldpuy/sensobol
BugReports: https://github.com/arnaldpuy/sensobol/issues
LinkingTo: Rfast, Rcpp, RcppArmadillo,
NeedsCompilation: yes
Packaged: 2021-12-09 10:59:06 UTC; arnald
Author: Arnald Puy [aut, cre] (<https://orcid.org/0000-0001-9469-2156>),
  Bertrand Ioos [ctb] (Author of included 'sensitivity' fragments),
  Gilles Pujol [ctb] (Author of included 'sensitivity' fragments),
  RStudio [cph] (Copyright holder of included 'sensitivity' fragments)
Repository: CRAN
Date/Publication: 2021-12-09 13:40:02 UTC
Built: R 4.0.5; x86_64-w64-mingw32; 2022-04-18 04:41:16 UTC; windows
Archs: i386, x64
