Package: Sobol4R
Type: Package
Title: Sobol Indices for Models with Fixed and Stochastic Parameters
Version: 0.4.0
Date: 2025-11-26
Depends: R (>= 3.5.0)
Imports: ggplot2, Rcpp (>= 1.0.0), rlang, sensitivity, stats
Suggests: knitr, markdown, rmarkdown, simmer, testthat (>= 3.0.0)
LinkingTo: Rcpp
Authors@R: c(
	person(given = "Frederic", family= "Bertrand", role = c("cre", "aut"), email = "frederic.bertrand@lecnam.net", comment = c(ORCID = "0000-0002-0837-8281")),
	person(given = "Elizaveta", family= "Logosha", role = c("aut"), email = "elizaveta.logosha@utt.fr"),
	person(given = "Myriam", family= "Maumy-Bertrand", role = c("aut"), email = "myriam.maumy@ehesp.fr", comment = c(ORCID = "0000-0002-4615-1512")))
Author: Frederic Bertrand [cre, aut] (ORCID:
    <https://orcid.org/0000-0002-0837-8281>),
  Elizaveta Logosha [aut],
  Myriam Maumy-Bertrand [aut] (ORCID:
    <https://orcid.org/0000-0002-4615-1512>)
Maintainer: Frederic Bertrand <frederic.bertrand@lecnam.net>
Description: Tools to design experiments, compute Sobol sensitivity indices,
    and summarise stochastic responses inspired by the strategy described by
    Zhu and Sudret (2021) <doi:10.1016/j.ress.2021.107815>. Includes helpers
    to optimise toy models implemented in C++, visualise indices with
    uncertainty quantification, and derive reliability-oriented sensitivity
    measures based on failure probabilities.
    It is further detailed in Logosha, Maumy and Bertrand (2022) 
    <doi:10.1063/5.0246026> and (2023) <doi:10.1063/5.0246024> or in Bertrand, 
    Logosha and Maumy (2024) <https://hal.science/hal-05371803>, 
    <https://hal.science/hal-05371795> and <https://hal.science/hal-05371798>.
LazyLoad: yes
VignetteBuilder: knitr
License: GPL-3
Encoding: UTF-8
Classification/MSC:
URL: https://fbertran.github.io/Sobol4R/,
        https://github.com/fbertran/Sobol4R
BugReports: https://github.com/fbertran/Sobol4R/issues
RoxygenNote: 7.3.3
NeedsCompilation: yes
Packaged: 2025-11-27 00:54:30 UTC; bertran7
Repository: CRAN
Date/Publication: 2025-12-02 15:00:02 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2026-04-06 03:38:06 UTC; windows
Archs: x64
