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]
        (<https://orcid.org/0000-0002-0837-8281>), Elizaveta Logosha
        [aut], Myriam Maumy-Bertrand [aut]
        (<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
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
NeedsCompilation: yes
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev zlib1g-dev
Repository: https://fbertran.r-universe.dev
Date/Publication: 2025-11-27 01:59:24 UTC
RemoteUrl: https://github.com/fbertran/sobol4r
RemoteRef: HEAD
RemoteSha: 3ce6eaf28a49b2577534200cff24070674f26194
Packaged: 2026-06-01 06:52:36 UTC; root