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Sobol4R  

Sobol Indices for Models with Fixed and Stochastic Parameters
View on CRAN: Click here


Download and install Sobol4R package within the R console
Install from CRAN:
install.packages("Sobol4R")

Install from Github:
library("remotes")
install_github("cran/Sobol4R")

Install by package version:
library("remotes")
install_version("Sobol4R", "0.4.0")



Attach the package and use:
library("Sobol4R")
Maintained by
Frederic Bertrand
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-12-02
Latest Update: 2025-12-02
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>.
How to cite:
Frederic Bertrand (2025). Sobol4R: Sobol Indices for Models with Fixed and Stochastic Parameters. R package version 0.4.0, https://cran.r-project.org/web/packages/Sobol4R. Accessed 21 Aug. 2026.
Previous versions and publish date:
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Functions, R codes and Examples using the Sobol4R R package
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